Interface SageMakerAsyncClient
-
- All Superinterfaces:
AutoCloseable,AwsClient,SdkAutoCloseable,SdkClient
@Generated("software.amazon.awssdk:codegen") @ThreadSafe public interface SageMakerAsyncClient extends AwsClient
Service client for accessing SageMaker asynchronously. This can be created using the staticbuilder()method.Provides APIs for creating and managing SageMaker resources.
Other Resources:
-
-
Field Summary
Fields Modifier and Type Field Description static StringSERVICE_METADATA_IDValue for looking up the service's metadata from theServiceMetadataProvider.static StringSERVICE_NAME
-
Method Summary
-
Methods inherited from interface software.amazon.awssdk.utils.SdkAutoCloseable
close
-
Methods inherited from interface software.amazon.awssdk.core.SdkClient
serviceName
-
-
-
-
Field Detail
-
SERVICE_NAME
static final String SERVICE_NAME
- See Also:
- Constant Field Values
-
SERVICE_METADATA_ID
static final String SERVICE_METADATA_ID
Value for looking up the service's metadata from theServiceMetadataProvider.- See Also:
- Constant Field Values
-
-
Method Detail
-
addAssociation
default CompletableFuture<AddAssociationResponse> addAssociation(AddAssociationRequest addAssociationRequest)
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.
- Parameters:
addAssociationRequest-- Returns:
- A Java Future containing the result of the AddAssociation operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
addAssociation
default CompletableFuture<AddAssociationResponse> addAssociation(Consumer<AddAssociationRequest.Builder> addAssociationRequest)
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.
This is a convenience which creates an instance of the
AddAssociationRequest.Builderavoiding the need to create one manually viaAddAssociationRequest.builder()- Parameters:
addAssociationRequest- AConsumerthat will call methods onAddAssociationRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the AddAssociation operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
addTags
default CompletableFuture<AddTagsResponse> addTags(AddTagsRequest addTagsRequest)
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
Tagsparameter of CreateHyperParameterTuningJobTags that you add to a SageMaker 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
Tagsparameter of CreateDomain or CreateUserProfile.- Parameters:
addTagsRequest-- Returns:
- A Java Future containing the result of the AddTags operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
addTags
default CompletableFuture<AddTagsResponse> addTags(Consumer<AddTagsRequest.Builder> addTagsRequest)
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
Tagsparameter of CreateHyperParameterTuningJobTags that you add to a SageMaker 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
Tagsparameter of CreateDomain or CreateUserProfile.
This is a convenience which creates an instance of the
AddTagsRequest.Builderavoiding the need to create one manually viaAddTagsRequest.builder()- Parameters:
addTagsRequest- AConsumerthat will call methods onAddTagsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the AddTags operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
associateTrialComponent
default CompletableFuture<AssociateTrialComponentResponse> associateTrialComponent(AssociateTrialComponentRequest associateTrialComponentRequest)
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.
- Parameters:
associateTrialComponentRequest-- Returns:
- A Java Future containing the result of the AssociateTrialComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
associateTrialComponent
default CompletableFuture<AssociateTrialComponentResponse> associateTrialComponent(Consumer<AssociateTrialComponentRequest.Builder> associateTrialComponentRequest)
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.
This is a convenience which creates an instance of the
AssociateTrialComponentRequest.Builderavoiding the need to create one manually viaAssociateTrialComponentRequest.builder()- Parameters:
associateTrialComponentRequest- AConsumerthat will call methods onAssociateTrialComponentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the AssociateTrialComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
batchDescribeModelPackage
default CompletableFuture<BatchDescribeModelPackageResponse> batchDescribeModelPackage(BatchDescribeModelPackageRequest batchDescribeModelPackageRequest)
This action batch describes a list of versioned model packages
- Parameters:
batchDescribeModelPackageRequest-- Returns:
- A Java Future containing the result of the BatchDescribeModelPackage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
batchDescribeModelPackage
default CompletableFuture<BatchDescribeModelPackageResponse> batchDescribeModelPackage(Consumer<BatchDescribeModelPackageRequest.Builder> batchDescribeModelPackageRequest)
This action batch describes a list of versioned model packages
This is a convenience which creates an instance of the
BatchDescribeModelPackageRequest.Builderavoiding the need to create one manually viaBatchDescribeModelPackageRequest.builder()- Parameters:
batchDescribeModelPackageRequest- AConsumerthat will call methods onBatchDescribeModelPackageRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the BatchDescribeModelPackage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createAction
default CompletableFuture<CreateActionResponse> createAction(CreateActionRequest createActionRequest)
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.
- Parameters:
createActionRequest-- Returns:
- A Java Future containing the result of the CreateAction operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createAction
default CompletableFuture<CreateActionResponse> createAction(Consumer<CreateActionRequest.Builder> createActionRequest)
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.
This is a convenience which creates an instance of the
CreateActionRequest.Builderavoiding the need to create one manually viaCreateActionRequest.builder()- Parameters:
createActionRequest- AConsumerthat will call methods onCreateActionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateAction operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createAlgorithm
default CompletableFuture<CreateAlgorithmResponse> createAlgorithm(CreateAlgorithmRequest createAlgorithmRequest)
Create a machine learning algorithm that you can use in SageMaker and list in the Amazon Web Services Marketplace.
- Parameters:
createAlgorithmRequest-- Returns:
- A Java Future containing the result of the CreateAlgorithm operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createAlgorithm
default CompletableFuture<CreateAlgorithmResponse> createAlgorithm(Consumer<CreateAlgorithmRequest.Builder> createAlgorithmRequest)
Create a machine learning algorithm that you can use in SageMaker and list in the Amazon Web Services Marketplace.
This is a convenience which creates an instance of the
CreateAlgorithmRequest.Builderavoiding the need to create one manually viaCreateAlgorithmRequest.builder()- Parameters:
createAlgorithmRequest- AConsumerthat will call methods onCreateAlgorithmRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateAlgorithm operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createApp
default CompletableFuture<CreateAppResponse> createApp(CreateAppRequest createAppRequest)
Creates a running app for the specified UserProfile. This operation is automatically invoked by Amazon SageMaker upon access to the associated Domain, and when new kernel configurations are selected by the user. A user may have multiple Apps active simultaneously.
- Parameters:
createAppRequest-- Returns:
- A Java Future containing the result of the CreateApp operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createApp
default CompletableFuture<CreateAppResponse> createApp(Consumer<CreateAppRequest.Builder> createAppRequest)
Creates a running app for the specified UserProfile. This operation is automatically invoked by Amazon SageMaker upon access to the associated Domain, and when new kernel configurations are selected by the user. A user may have multiple Apps active simultaneously.
This is a convenience which creates an instance of the
CreateAppRequest.Builderavoiding the need to create one manually viaCreateAppRequest.builder()- Parameters:
createAppRequest- AConsumerthat will call methods onCreateAppRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateApp operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createAppImageConfig
default CompletableFuture<CreateAppImageConfigResponse> createAppImageConfig(CreateAppImageConfigRequest createAppImageConfigRequest)
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.
- Parameters:
createAppImageConfigRequest-- Returns:
- A Java Future containing the result of the CreateAppImageConfig operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createAppImageConfig
default CompletableFuture<CreateAppImageConfigResponse> createAppImageConfig(Consumer<CreateAppImageConfigRequest.Builder> createAppImageConfigRequest)
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.
This is a convenience which creates an instance of the
CreateAppImageConfigRequest.Builderavoiding the need to create one manually viaCreateAppImageConfigRequest.builder()- Parameters:
createAppImageConfigRequest- AConsumerthat will call methods onCreateAppImageConfigRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateAppImageConfig operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createArtifact
default CompletableFuture<CreateArtifactResponse> createArtifact(CreateArtifactRequest createArtifactRequest)
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.
- Parameters:
createArtifactRequest-- Returns:
- A Java Future containing the result of the CreateArtifact operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createArtifact
default CompletableFuture<CreateArtifactResponse> createArtifact(Consumer<CreateArtifactRequest.Builder> createArtifactRequest)
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.
This is a convenience which creates an instance of the
CreateArtifactRequest.Builderavoiding the need to create one manually viaCreateArtifactRequest.builder()- Parameters:
createArtifactRequest- AConsumerthat will call methods onCreateArtifactRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateArtifact operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createAutoMLJob
default CompletableFuture<CreateAutoMlJobResponse> createAutoMLJob(CreateAutoMlJobRequest createAutoMlJobRequest)
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.
CreateAutoMLJobV2can manage tabular problem types identical to those of its previous versionCreateAutoMLJob, as well as time-series forecasting, non-tabular problem types such as image or text classification, and text generation (LLMs fine-tuning).Find guidelines about how to migrate a
CreateAutoMLJobtoCreateAutoMLJobV2in Migrate a CreateAutoMLJob to CreateAutoMLJobV2.You can find the best-performing model after you run an AutoML job by calling DescribeAutoMLJobV2 (recommended) or DescribeAutoMLJob.
- Parameters:
createAutoMlJobRequest-- Returns:
- A Java Future containing the result of the CreateAutoMLJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createAutoMLJob
default CompletableFuture<CreateAutoMlJobResponse> createAutoMLJob(Consumer<CreateAutoMlJobRequest.Builder> createAutoMlJobRequest)
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.
CreateAutoMLJobV2can manage tabular problem types identical to those of its previous versionCreateAutoMLJob, as well as time-series forecasting, non-tabular problem types such as image or text classification, and text generation (LLMs fine-tuning).Find guidelines about how to migrate a
CreateAutoMLJobtoCreateAutoMLJobV2in Migrate a CreateAutoMLJob to CreateAutoMLJobV2.You can find the best-performing model after you run an AutoML job by calling DescribeAutoMLJobV2 (recommended) or DescribeAutoMLJob.
This is a convenience which creates an instance of the
CreateAutoMlJobRequest.Builderavoiding the need to create one manually viaCreateAutoMlJobRequest.builder()- Parameters:
createAutoMlJobRequest- AConsumerthat will call methods onCreateAutoMlJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateAutoMLJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createAutoMLJobV2
default CompletableFuture<CreateAutoMlJobV2Response> createAutoMLJobV2(CreateAutoMlJobV2Request createAutoMlJobV2Request)
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.
CreateAutoMLJobV2can manage tabular problem types identical to those of its previous versionCreateAutoMLJob, as well as time-series forecasting, non-tabular problem types such as image or text classification, and text generation (LLMs fine-tuning).Find guidelines about how to migrate a
CreateAutoMLJobtoCreateAutoMLJobV2in 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.
- Parameters:
createAutoMlJobV2Request-- Returns:
- A Java Future containing the result of the CreateAutoMLJobV2 operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createAutoMLJobV2
default CompletableFuture<CreateAutoMlJobV2Response> createAutoMLJobV2(Consumer<CreateAutoMlJobV2Request.Builder> createAutoMlJobV2Request)
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.
CreateAutoMLJobV2can manage tabular problem types identical to those of its previous versionCreateAutoMLJob, as well as time-series forecasting, non-tabular problem types such as image or text classification, and text generation (LLMs fine-tuning).Find guidelines about how to migrate a
CreateAutoMLJobtoCreateAutoMLJobV2in 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.
This is a convenience which creates an instance of the
CreateAutoMlJobV2Request.Builderavoiding the need to create one manually viaCreateAutoMlJobV2Request.builder()- Parameters:
createAutoMlJobV2Request- AConsumerthat will call methods onCreateAutoMlJobV2Request.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateAutoMLJobV2 operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createCluster
default CompletableFuture<CreateClusterResponse> createCluster(CreateClusterRequest createClusterRequest)
Creates a SageMaker HyperPod cluster. SageMaker HyperPod is a capability of SageMaker for creating and managing persistent clusters for developing large machine learning models, such as large language models (LLMs) and diffusion models. To learn more, see Amazon SageMaker HyperPod in the Amazon SageMaker Developer Guide.
- Parameters:
createClusterRequest-- Returns:
- A Java Future containing the result of the CreateCluster operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createCluster
default CompletableFuture<CreateClusterResponse> createCluster(Consumer<CreateClusterRequest.Builder> createClusterRequest)
Creates a SageMaker HyperPod cluster. SageMaker HyperPod is a capability of SageMaker for creating and managing persistent clusters for developing large machine learning models, such as large language models (LLMs) and diffusion models. To learn more, see Amazon SageMaker HyperPod in the Amazon SageMaker Developer Guide.
This is a convenience which creates an instance of the
CreateClusterRequest.Builderavoiding the need to create one manually viaCreateClusterRequest.builder()- Parameters:
createClusterRequest- AConsumerthat will call methods onCreateClusterRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateCluster operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createCodeRepository
default CompletableFuture<CreateCodeRepositoryResponse> createCodeRepository(CreateCodeRepositoryRequest createCodeRepositoryRequest)
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.
- Parameters:
createCodeRepositoryRequest-- Returns:
- A Java Future containing the result of the CreateCodeRepository operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createCodeRepository
default CompletableFuture<CreateCodeRepositoryResponse> createCodeRepository(Consumer<CreateCodeRepositoryRequest.Builder> createCodeRepositoryRequest)
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.
This is a convenience which creates an instance of the
CreateCodeRepositoryRequest.Builderavoiding the need to create one manually viaCreateCodeRepositoryRequest.builder()- Parameters:
createCodeRepositoryRequest- AConsumerthat will call methods onCreateCodeRepositoryRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateCodeRepository operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createCompilationJob
default CompletableFuture<CreateCompilationJobResponse> createCompilationJob(CreateCompilationJobRequest createCompilationJobRequest)
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
Tagto track the model compilation job's resource use and costs. The response body contains theCompilationJobArnfor 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.
- Parameters:
createCompilationJobRequest-- Returns:
- A Java Future containing the result of the CreateCompilationJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
-
createCompilationJob
default CompletableFuture<CreateCompilationJobResponse> createCompilationJob(Consumer<CreateCompilationJobRequest.Builder> createCompilationJobRequest)
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
Tagto track the model compilation job's resource use and costs. The response body contains theCompilationJobArnfor 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.
This is a convenience which creates an instance of the
CreateCompilationJobRequest.Builderavoiding the need to create one manually viaCreateCompilationJobRequest.builder()- Parameters:
createCompilationJobRequest- AConsumerthat will call methods onCreateCompilationJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateCompilationJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
-
createContext
default CompletableFuture<CreateContextResponse> createContext(CreateContextRequest createContextRequest)
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.
- Parameters:
createContextRequest-- Returns:
- A Java Future containing the result of the CreateContext operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createContext
default CompletableFuture<CreateContextResponse> createContext(Consumer<CreateContextRequest.Builder> createContextRequest)
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.
This is a convenience which creates an instance of the
CreateContextRequest.Builderavoiding the need to create one manually viaCreateContextRequest.builder()- Parameters:
createContextRequest- AConsumerthat will call methods onCreateContextRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateContext operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createDataQualityJobDefinition
default CompletableFuture<CreateDataQualityJobDefinitionResponse> createDataQualityJobDefinition(CreateDataQualityJobDefinitionRequest createDataQualityJobDefinitionRequest)
Creates a definition for a job that monitors data quality and drift. For information about model monitor, see Amazon SageMaker Model Monitor.
- Parameters:
createDataQualityJobDefinitionRequest-- Returns:
- A Java Future containing the result of the CreateDataQualityJobDefinition operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createDataQualityJobDefinition
default CompletableFuture<CreateDataQualityJobDefinitionResponse> createDataQualityJobDefinition(Consumer<CreateDataQualityJobDefinitionRequest.Builder> createDataQualityJobDefinitionRequest)
Creates a definition for a job that monitors data quality and drift. For information about model monitor, see Amazon SageMaker Model Monitor.
This is a convenience which creates an instance of the
CreateDataQualityJobDefinitionRequest.Builderavoiding the need to create one manually viaCreateDataQualityJobDefinitionRequest.builder()- Parameters:
createDataQualityJobDefinitionRequest- AConsumerthat will call methods onCreateDataQualityJobDefinitionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateDataQualityJobDefinition operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createDeviceFleet
default CompletableFuture<CreateDeviceFleetResponse> createDeviceFleet(CreateDeviceFleetRequest createDeviceFleetRequest)
Creates a device fleet.
- Parameters:
createDeviceFleetRequest-- Returns:
- A Java Future containing the result of the CreateDeviceFleet operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createDeviceFleet
default CompletableFuture<CreateDeviceFleetResponse> createDeviceFleet(Consumer<CreateDeviceFleetRequest.Builder> createDeviceFleetRequest)
Creates a device fleet.
This is a convenience which creates an instance of the
CreateDeviceFleetRequest.Builderavoiding the need to create one manually viaCreateDeviceFleetRequest.builder()- Parameters:
createDeviceFleetRequest- AConsumerthat will call methods onCreateDeviceFleetRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateDeviceFleet operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createDomain
default CompletableFuture<CreateDomainResponse> createDomain(CreateDomainRequest createDomainRequest)
Creates a
Domain. 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 traffic between the domain and the EFS volume is through the specified VPC and subnets. For other traffic, you can specify the
AppNetworkAccessTypeparameter.AppNetworkAccessTypecorresponds to the network access type that you choose when you onboard to the domain. 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 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 Amazon SageMaker 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 Amazon SageMaker Studio app successfully.
For more information, see Connect Amazon SageMaker Studio Notebooks to Resources in a VPC.
- Parameters:
createDomainRequest-- Returns:
- A Java Future containing the result of the CreateDomain operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
-
createDomain
default CompletableFuture<CreateDomainResponse> createDomain(Consumer<CreateDomainRequest.Builder> createDomainRequest)
Creates a
Domain. 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 traffic between the domain and the EFS volume is through the specified VPC and subnets. For other traffic, you can specify the
AppNetworkAccessTypeparameter.AppNetworkAccessTypecorresponds to the network access type that you choose when you onboard to the domain. 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 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 Amazon SageMaker 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 Amazon SageMaker Studio app successfully.
For more information, see Connect Amazon SageMaker Studio Notebooks to Resources in a VPC.
This is a convenience which creates an instance of the
CreateDomainRequest.Builderavoiding the need to create one manually viaCreateDomainRequest.builder()- Parameters:
createDomainRequest- AConsumerthat will call methods onCreateDomainRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateDomain operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
-
createEdgeDeploymentPlan
default CompletableFuture<CreateEdgeDeploymentPlanResponse> createEdgeDeploymentPlan(CreateEdgeDeploymentPlanRequest createEdgeDeploymentPlanRequest)
Creates an edge deployment plan, consisting of multiple stages. Each stage may have a different deployment configuration and devices.
- Parameters:
createEdgeDeploymentPlanRequest-- Returns:
- A Java Future containing the result of the CreateEdgeDeploymentPlan operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createEdgeDeploymentPlan
default CompletableFuture<CreateEdgeDeploymentPlanResponse> createEdgeDeploymentPlan(Consumer<CreateEdgeDeploymentPlanRequest.Builder> createEdgeDeploymentPlanRequest)
Creates an edge deployment plan, consisting of multiple stages. Each stage may have a different deployment configuration and devices.
This is a convenience which creates an instance of the
CreateEdgeDeploymentPlanRequest.Builderavoiding the need to create one manually viaCreateEdgeDeploymentPlanRequest.builder()- Parameters:
createEdgeDeploymentPlanRequest- AConsumerthat will call methods onCreateEdgeDeploymentPlanRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateEdgeDeploymentPlan operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createEdgeDeploymentStage
default CompletableFuture<CreateEdgeDeploymentStageResponse> createEdgeDeploymentStage(CreateEdgeDeploymentStageRequest createEdgeDeploymentStageRequest)
Creates a new stage in an existing edge deployment plan.
- Parameters:
createEdgeDeploymentStageRequest-- Returns:
- A Java Future containing the result of the CreateEdgeDeploymentStage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createEdgeDeploymentStage
default CompletableFuture<CreateEdgeDeploymentStageResponse> createEdgeDeploymentStage(Consumer<CreateEdgeDeploymentStageRequest.Builder> createEdgeDeploymentStageRequest)
Creates a new stage in an existing edge deployment plan.
This is a convenience which creates an instance of the
CreateEdgeDeploymentStageRequest.Builderavoiding the need to create one manually viaCreateEdgeDeploymentStageRequest.builder()- Parameters:
createEdgeDeploymentStageRequest- AConsumerthat will call methods onCreateEdgeDeploymentStageRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateEdgeDeploymentStage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createEdgePackagingJob
default CompletableFuture<CreateEdgePackagingJobResponse> createEdgePackagingJob(CreateEdgePackagingJobRequest createEdgePackagingJobRequest)
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.
- Parameters:
createEdgePackagingJobRequest-- Returns:
- A Java Future containing the result of the CreateEdgePackagingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createEdgePackagingJob
default CompletableFuture<CreateEdgePackagingJobResponse> createEdgePackagingJob(Consumer<CreateEdgePackagingJobRequest.Builder> createEdgePackagingJobRequest)
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.
This is a convenience which creates an instance of the
CreateEdgePackagingJobRequest.Builderavoiding the need to create one manually viaCreateEdgePackagingJobRequest.builder()- Parameters:
createEdgePackagingJobRequest- AConsumerthat will call methods onCreateEdgePackagingJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateEdgePackagingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createEndpoint
default CompletableFuture<CreateEndpointResponse> createEndpoint(CreateEndpointRequest createEndpointRequest)
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.
You must not delete an
EndpointConfigthat is in use by an endpoint that is live or while theUpdateEndpointorCreateEndpointoperations are being performed on the endpoint. To update an endpoint, you must create a newEndpointConfig.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 toInService. 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
AmazonSageMakerFullAccesspolicy. -
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.
- Parameters:
createEndpointRequest-- Returns:
- A Java Future containing the result of the CreateEndpoint operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
-
createEndpoint
default CompletableFuture<CreateEndpointResponse> createEndpoint(Consumer<CreateEndpointRequest.Builder> createEndpointRequest)
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.
You must not delete an
EndpointConfigthat is in use by an endpoint that is live or while theUpdateEndpointorCreateEndpointoperations are being performed on the endpoint. To update an endpoint, you must create a newEndpointConfig.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 toInService. 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
AmazonSageMakerFullAccesspolicy. -
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.
This is a convenience which creates an instance of the
CreateEndpointRequest.Builderavoiding the need to create one manually viaCreateEndpointRequest.builder()- Parameters:
createEndpointRequest- AConsumerthat will call methods onCreateEndpointRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateEndpoint operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
-
createEndpointConfig
default CompletableFuture<CreateEndpointConfigResponse> createEndpointConfig(CreateEndpointConfigRequest createEndpointConfigRequest)
Creates an endpoint configuration that SageMaker hosting services uses to deploy models. In the configuration, you identify one or more models, created using the
CreateModelAPI, 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. EachProductionVariantparameter 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
VariantWeightto 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.- Parameters:
createEndpointConfigRequest-- Returns:
- A Java Future containing the result of the CreateEndpointConfig operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createEndpointConfig
default CompletableFuture<CreateEndpointConfigResponse> createEndpointConfig(Consumer<CreateEndpointConfigRequest.Builder> createEndpointConfigRequest)
Creates an endpoint configuration that SageMaker hosting services uses to deploy models. In the configuration, you identify one or more models, created using the
CreateModelAPI, 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. EachProductionVariantparameter 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
VariantWeightto 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.
This is a convenience which creates an instance of the
CreateEndpointConfigRequest.Builderavoiding the need to create one manually viaCreateEndpointConfigRequest.builder()- Parameters:
createEndpointConfigRequest- AConsumerthat will call methods onCreateEndpointConfigRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateEndpointConfig operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createExperiment
default CompletableFuture<CreateExperimentResponse> createExperiment(CreateExperimentRequest createExperimentRequest)
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
Descriptionparameter. 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.
- Parameters:
createExperimentRequest-- Returns:
- A Java Future containing the result of the CreateExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createExperiment
default CompletableFuture<CreateExperimentResponse> createExperiment(Consumer<CreateExperimentRequest.Builder> createExperimentRequest)
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
Descriptionparameter. 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.
This is a convenience which creates an instance of the
CreateExperimentRequest.Builderavoiding the need to create one manually viaCreateExperimentRequest.builder()- Parameters:
createExperimentRequest- AConsumerthat will call methods onCreateExperimentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createFeatureGroup
default CompletableFuture<CreateFeatureGroupResponse> createFeatureGroup(CreateFeatureGroupRequest createFeatureGroupRequest)
Create a new
FeatureGroup. AFeatureGroupis a group ofFeaturesdefined in theFeatureStoreto describe aRecord.The
FeatureGroupdefines the schema and features contained in theFeatureGroup. AFeatureGroupdefinition is composed of a list ofFeatures, aRecordIdentifierFeatureName, anEventTimeFeatureNameand configurations for itsOnlineStoreandOfflineStore. Check Amazon Web Services service quotas to see theFeatureGroups quota for your Amazon Web Services account.Note that it can take approximately 10-15 minutes to provision an
OnlineStoreFeatureGroupwith theInMemoryStorageType.You must include at least one of
OnlineStoreConfigandOfflineStoreConfigto create aFeatureGroup.- Parameters:
createFeatureGroupRequest-- Returns:
- A Java Future containing the result of the CreateFeatureGroup operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createFeatureGroup
default CompletableFuture<CreateFeatureGroupResponse> createFeatureGroup(Consumer<CreateFeatureGroupRequest.Builder> createFeatureGroupRequest)
Create a new
FeatureGroup. AFeatureGroupis a group ofFeaturesdefined in theFeatureStoreto describe aRecord.The
FeatureGroupdefines the schema and features contained in theFeatureGroup. AFeatureGroupdefinition is composed of a list ofFeatures, aRecordIdentifierFeatureName, anEventTimeFeatureNameand configurations for itsOnlineStoreandOfflineStore. Check Amazon Web Services service quotas to see theFeatureGroups quota for your Amazon Web Services account.Note that it can take approximately 10-15 minutes to provision an
OnlineStoreFeatureGroupwith theInMemoryStorageType.You must include at least one of
OnlineStoreConfigandOfflineStoreConfigto create aFeatureGroup.
This is a convenience which creates an instance of the
CreateFeatureGroupRequest.Builderavoiding the need to create one manually viaCreateFeatureGroupRequest.builder()- Parameters:
createFeatureGroupRequest- AConsumerthat will call methods onCreateFeatureGroupRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateFeatureGroup operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createFlowDefinition
default CompletableFuture<CreateFlowDefinitionResponse> createFlowDefinition(CreateFlowDefinitionRequest createFlowDefinitionRequest)
Creates a flow definition.
- Parameters:
createFlowDefinitionRequest-- Returns:
- A Java Future containing the result of the CreateFlowDefinition operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createFlowDefinition
default CompletableFuture<CreateFlowDefinitionResponse> createFlowDefinition(Consumer<CreateFlowDefinitionRequest.Builder> createFlowDefinitionRequest)
Creates a flow definition.
This is a convenience which creates an instance of the
CreateFlowDefinitionRequest.Builderavoiding the need to create one manually viaCreateFlowDefinitionRequest.builder()- Parameters:
createFlowDefinitionRequest- AConsumerthat will call methods onCreateFlowDefinitionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateFlowDefinition operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createHub
default CompletableFuture<CreateHubResponse> createHub(CreateHubRequest createHubRequest)
Create a hub.
Hub APIs are only callable through SageMaker Studio.
- Parameters:
createHubRequest-- Returns:
- A Java Future containing the result of the CreateHub operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createHub
default CompletableFuture<CreateHubResponse> createHub(Consumer<CreateHubRequest.Builder> createHubRequest)
Create a hub.
Hub APIs are only callable through SageMaker Studio.
This is a convenience which creates an instance of the
CreateHubRequest.Builderavoiding the need to create one manually viaCreateHubRequest.builder()- Parameters:
createHubRequest- AConsumerthat will call methods onCreateHubRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateHub operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createHumanTaskUi
default CompletableFuture<CreateHumanTaskUiResponse> createHumanTaskUi(CreateHumanTaskUiRequest createHumanTaskUiRequest)
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.
- Parameters:
createHumanTaskUiRequest-- Returns:
- A Java Future containing the result of the CreateHumanTaskUi operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createHumanTaskUi
default CompletableFuture<CreateHumanTaskUiResponse> createHumanTaskUi(Consumer<CreateHumanTaskUiRequest.Builder> createHumanTaskUiRequest)
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.
This is a convenience which creates an instance of the
CreateHumanTaskUiRequest.Builderavoiding the need to create one manually viaCreateHumanTaskUiRequest.builder()- Parameters:
createHumanTaskUiRequest- AConsumerthat will call methods onCreateHumanTaskUiRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateHumanTaskUi operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createHyperParameterTuningJob
default CompletableFuture<CreateHyperParameterTuningJobResponse> createHyperParameterTuningJob(CreateHyperParameterTuningJobRequest createHyperParameterTuningJobRequest)
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.
- Parameters:
createHyperParameterTuningJobRequest-- Returns:
- A Java Future containing the result of the CreateHyperParameterTuningJob operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createHyperParameterTuningJob
default CompletableFuture<CreateHyperParameterTuningJobResponse> createHyperParameterTuningJob(Consumer<CreateHyperParameterTuningJobRequest.Builder> createHyperParameterTuningJobRequest)
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.
This is a convenience which creates an instance of the
CreateHyperParameterTuningJobRequest.Builderavoiding the need to create one manually viaCreateHyperParameterTuningJobRequest.builder()- Parameters:
createHyperParameterTuningJobRequest- AConsumerthat will call methods onCreateHyperParameterTuningJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateHyperParameterTuningJob operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createImage
default CompletableFuture<CreateImageResponse> createImage(CreateImageRequest createImageRequest)
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.
- Parameters:
createImageRequest-- Returns:
- A Java Future containing the result of the CreateImage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createImage
default CompletableFuture<CreateImageResponse> createImage(Consumer<CreateImageRequest.Builder> createImageRequest)
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.
This is a convenience which creates an instance of the
CreateImageRequest.Builderavoiding the need to create one manually viaCreateImageRequest.builder()- Parameters:
createImageRequest- AConsumerthat will call methods onCreateImageRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateImage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createImageVersion
default CompletableFuture<CreateImageVersionResponse> createImageVersion(CreateImageVersionRequest createImageVersionRequest)
Creates a version of the SageMaker image specified by
ImageName. The version represents the Amazon Elastic Container Registry (ECR) container image specified byBaseImage.- Parameters:
createImageVersionRequest-- Returns:
- A Java Future containing the result of the CreateImageVersion operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createImageVersion
default CompletableFuture<CreateImageVersionResponse> createImageVersion(Consumer<CreateImageVersionRequest.Builder> createImageVersionRequest)
Creates a version of the SageMaker image specified by
ImageName. The version represents the Amazon Elastic Container Registry (ECR) container image specified byBaseImage.
This is a convenience which creates an instance of the
CreateImageVersionRequest.Builderavoiding the need to create one manually viaCreateImageVersionRequest.builder()- Parameters:
createImageVersionRequest- AConsumerthat will call methods onCreateImageVersionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateImageVersion operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createInferenceComponent
default CompletableFuture<CreateInferenceComponentResponse> createInferenceComponent(CreateInferenceComponentRequest createInferenceComponentRequest)
Creates an inference component, which is a SageMaker hosting object that you can use to deploy a model to an endpoint. In the inference component settings, you specify the model, the endpoint, and how the model utilizes the resources that the endpoint hosts. You can optimize resource utilization by tailoring how the required CPU cores, accelerators, and memory are allocated. You can deploy multiple inference components to an endpoint, where each inference component contains one model and the resource utilization needs for that individual model. After you deploy an inference component, you can directly invoke the associated model when you use the InvokeEndpoint API action.
- Parameters:
createInferenceComponentRequest-- Returns:
- A Java Future containing the result of the CreateInferenceComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createInferenceComponent
default CompletableFuture<CreateInferenceComponentResponse> createInferenceComponent(Consumer<CreateInferenceComponentRequest.Builder> createInferenceComponentRequest)
Creates an inference component, which is a SageMaker hosting object that you can use to deploy a model to an endpoint. In the inference component settings, you specify the model, the endpoint, and how the model utilizes the resources that the endpoint hosts. You can optimize resource utilization by tailoring how the required CPU cores, accelerators, and memory are allocated. You can deploy multiple inference components to an endpoint, where each inference component contains one model and the resource utilization needs for that individual model. After you deploy an inference component, you can directly invoke the associated model when you use the InvokeEndpoint API action.
This is a convenience which creates an instance of the
CreateInferenceComponentRequest.Builderavoiding the need to create one manually viaCreateInferenceComponentRequest.builder()- Parameters:
createInferenceComponentRequest- AConsumerthat will call methods onCreateInferenceComponentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateInferenceComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createInferenceExperiment
default CompletableFuture<CreateInferenceExperimentResponse> createInferenceExperiment(CreateInferenceExperimentRequest createInferenceExperimentRequest)
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.
- Parameters:
createInferenceExperimentRequest-- Returns:
- A Java Future containing the result of the CreateInferenceExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createInferenceExperiment
default CompletableFuture<CreateInferenceExperimentResponse> createInferenceExperiment(Consumer<CreateInferenceExperimentRequest.Builder> createInferenceExperimentRequest)
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.
This is a convenience which creates an instance of the
CreateInferenceExperimentRequest.Builderavoiding the need to create one manually viaCreateInferenceExperimentRequest.builder()- Parameters:
createInferenceExperimentRequest- AConsumerthat will call methods onCreateInferenceExperimentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateInferenceExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createInferenceRecommendationsJob
default CompletableFuture<CreateInferenceRecommendationsJobResponse> createInferenceRecommendationsJob(CreateInferenceRecommendationsJobRequest createInferenceRecommendationsJobRequest)
Starts a recommendation job. You can create either an instance recommendation or load test job.
- Parameters:
createInferenceRecommendationsJobRequest-- Returns:
- A Java Future containing the result of the CreateInferenceRecommendationsJob operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createInferenceRecommendationsJob
default CompletableFuture<CreateInferenceRecommendationsJobResponse> createInferenceRecommendationsJob(Consumer<CreateInferenceRecommendationsJobRequest.Builder> createInferenceRecommendationsJobRequest)
Starts a recommendation job. You can create either an instance recommendation or load test job.
This is a convenience which creates an instance of the
CreateInferenceRecommendationsJobRequest.Builderavoiding the need to create one manually viaCreateInferenceRecommendationsJobRequest.builder()- Parameters:
createInferenceRecommendationsJobRequest- AConsumerthat will call methods onCreateInferenceRecommendationsJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateInferenceRecommendationsJob operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createLabelingJob
default CompletableFuture<CreateLabelingJobResponse> createLabelingJob(CreateLabelingJobRequest createLabelingJobRequest)
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
ManifestS3Urihave 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.- Parameters:
createLabelingJobRequest-- Returns:
- A Java Future containing the result of the CreateLabelingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
-
createLabelingJob
default CompletableFuture<CreateLabelingJobResponse> createLabelingJob(Consumer<CreateLabelingJobRequest.Builder> createLabelingJobRequest)
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
ManifestS3Urihave 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.
This is a convenience which creates an instance of the
CreateLabelingJobRequest.Builderavoiding the need to create one manually viaCreateLabelingJobRequest.builder()- Parameters:
createLabelingJobRequest- AConsumerthat will call methods onCreateLabelingJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateLabelingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
-
createModel
default CompletableFuture<CreateModelResponse> createModel(CreateModelRequest createModelRequest)
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
CreateEndpointConfigAPI, and then create an endpoint with theCreateEndpointAPI. 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
CreateTransformJobAPI. 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.
- Parameters:
createModelRequest-- Returns:
- A Java Future containing the result of the CreateModel operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createModel
default CompletableFuture<CreateModelResponse> createModel(Consumer<CreateModelRequest.Builder> createModelRequest)
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
CreateEndpointConfigAPI, and then create an endpoint with theCreateEndpointAPI. 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
CreateTransformJobAPI. 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.
This is a convenience which creates an instance of the
CreateModelRequest.Builderavoiding the need to create one manually viaCreateModelRequest.builder()- Parameters:
createModelRequest- AConsumerthat will call methods onCreateModelRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateModel operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createModelBiasJobDefinition
default CompletableFuture<CreateModelBiasJobDefinitionResponse> createModelBiasJobDefinition(CreateModelBiasJobDefinitionRequest createModelBiasJobDefinitionRequest)
Creates the definition for a model bias job.
- Parameters:
createModelBiasJobDefinitionRequest-- Returns:
- A Java Future containing the result of the CreateModelBiasJobDefinition operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createModelBiasJobDefinition
default CompletableFuture<CreateModelBiasJobDefinitionResponse> createModelBiasJobDefinition(Consumer<CreateModelBiasJobDefinitionRequest.Builder> createModelBiasJobDefinitionRequest)
Creates the definition for a model bias job.
This is a convenience which creates an instance of the
CreateModelBiasJobDefinitionRequest.Builderavoiding the need to create one manually viaCreateModelBiasJobDefinitionRequest.builder()- Parameters:
createModelBiasJobDefinitionRequest- AConsumerthat will call methods onCreateModelBiasJobDefinitionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateModelBiasJobDefinition operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createModelCard
default CompletableFuture<CreateModelCardResponse> createModelCard(CreateModelCardRequest createModelCardRequest)
Creates an Amazon SageMaker Model Card.
For information about how to use model cards, see Amazon SageMaker Model Card.
- Parameters:
createModelCardRequest-- Returns:
- A Java Future containing the result of the CreateModelCard operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createModelCard
default CompletableFuture<CreateModelCardResponse> createModelCard(Consumer<CreateModelCardRequest.Builder> createModelCardRequest)
Creates an Amazon SageMaker Model Card.
For information about how to use model cards, see Amazon SageMaker Model Card.
This is a convenience which creates an instance of the
CreateModelCardRequest.Builderavoiding the need to create one manually viaCreateModelCardRequest.builder()- Parameters:
createModelCardRequest- AConsumerthat will call methods onCreateModelCardRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateModelCard operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createModelCardExportJob
default CompletableFuture<CreateModelCardExportJobResponse> createModelCardExportJob(CreateModelCardExportJobRequest createModelCardExportJobRequest)
Creates an Amazon SageMaker Model Card export job.
- Parameters:
createModelCardExportJobRequest-- Returns:
- A Java Future containing the result of the CreateModelCardExportJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createModelCardExportJob
default CompletableFuture<CreateModelCardExportJobResponse> createModelCardExportJob(Consumer<CreateModelCardExportJobRequest.Builder> createModelCardExportJobRequest)
Creates an Amazon SageMaker Model Card export job.
This is a convenience which creates an instance of the
CreateModelCardExportJobRequest.Builderavoiding the need to create one manually viaCreateModelCardExportJobRequest.builder()- Parameters:
createModelCardExportJobRequest- AConsumerthat will call methods onCreateModelCardExportJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateModelCardExportJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createModelExplainabilityJobDefinition
default CompletableFuture<CreateModelExplainabilityJobDefinitionResponse> createModelExplainabilityJobDefinition(CreateModelExplainabilityJobDefinitionRequest createModelExplainabilityJobDefinitionRequest)
Creates the definition for a model explainability job.
- Parameters:
createModelExplainabilityJobDefinitionRequest-- Returns:
- A Java Future containing the result of the CreateModelExplainabilityJobDefinition operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createModelExplainabilityJobDefinition
default CompletableFuture<CreateModelExplainabilityJobDefinitionResponse> createModelExplainabilityJobDefinition(Consumer<CreateModelExplainabilityJobDefinitionRequest.Builder> createModelExplainabilityJobDefinitionRequest)
Creates the definition for a model explainability job.
This is a convenience which creates an instance of the
CreateModelExplainabilityJobDefinitionRequest.Builderavoiding the need to create one manually viaCreateModelExplainabilityJobDefinitionRequest.builder()- Parameters:
createModelExplainabilityJobDefinitionRequest- AConsumerthat will call methods onCreateModelExplainabilityJobDefinitionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateModelExplainabilityJobDefinition operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createModelPackage
default CompletableFuture<CreateModelPackageResponse> createModelPackage(CreateModelPackageRequest createModelPackageRequest)
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 forSourceAlgorithmSpecification.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.
- Parameters:
createModelPackageRequest-- Returns:
- A Java Future containing the result of the CreateModelPackage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
-
createModelPackage
default CompletableFuture<CreateModelPackageResponse> createModelPackage(Consumer<CreateModelPackageRequest.Builder> createModelPackageRequest)
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 forSourceAlgorithmSpecification.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.
This is a convenience which creates an instance of the
CreateModelPackageRequest.Builderavoiding the need to create one manually viaCreateModelPackageRequest.builder()- Parameters:
createModelPackageRequest- AConsumerthat will call methods onCreateModelPackageRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateModelPackage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
-
createModelPackageGroup
default CompletableFuture<CreateModelPackageGroupResponse> createModelPackageGroup(CreateModelPackageGroupRequest createModelPackageGroupRequest)
Creates a model group. A model group contains a group of model versions.
- Parameters:
createModelPackageGroupRequest-- Returns:
- A Java Future containing the result of the CreateModelPackageGroup operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createModelPackageGroup
default CompletableFuture<CreateModelPackageGroupResponse> createModelPackageGroup(Consumer<CreateModelPackageGroupRequest.Builder> createModelPackageGroupRequest)
Creates a model group. A model group contains a group of model versions.
This is a convenience which creates an instance of the
CreateModelPackageGroupRequest.Builderavoiding the need to create one manually viaCreateModelPackageGroupRequest.builder()- Parameters:
createModelPackageGroupRequest- AConsumerthat will call methods onCreateModelPackageGroupRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateModelPackageGroup operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createModelQualityJobDefinition
default CompletableFuture<CreateModelQualityJobDefinitionResponse> createModelQualityJobDefinition(CreateModelQualityJobDefinitionRequest createModelQualityJobDefinitionRequest)
Creates a definition for a job that monitors model quality and drift. For information about model monitor, see Amazon SageMaker Model Monitor.
- Parameters:
createModelQualityJobDefinitionRequest-- Returns:
- A Java Future containing the result of the CreateModelQualityJobDefinition operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createModelQualityJobDefinition
default CompletableFuture<CreateModelQualityJobDefinitionResponse> createModelQualityJobDefinition(Consumer<CreateModelQualityJobDefinitionRequest.Builder> createModelQualityJobDefinitionRequest)
Creates a definition for a job that monitors model quality and drift. For information about model monitor, see Amazon SageMaker Model Monitor.
This is a convenience which creates an instance of the
CreateModelQualityJobDefinitionRequest.Builderavoiding the need to create one manually viaCreateModelQualityJobDefinitionRequest.builder()- Parameters:
createModelQualityJobDefinitionRequest- AConsumerthat will call methods onCreateModelQualityJobDefinitionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateModelQualityJobDefinition operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createMonitoringSchedule
default CompletableFuture<CreateMonitoringScheduleResponse> createMonitoringSchedule(CreateMonitoringScheduleRequest createMonitoringScheduleRequest)
Creates a schedule that regularly starts Amazon SageMaker Processing Jobs to monitor the data captured for an Amazon SageMaker Endpoint.
- Parameters:
createMonitoringScheduleRequest-- Returns:
- A Java Future containing the result of the CreateMonitoringSchedule operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createMonitoringSchedule
default CompletableFuture<CreateMonitoringScheduleResponse> createMonitoringSchedule(Consumer<CreateMonitoringScheduleRequest.Builder> createMonitoringScheduleRequest)
Creates a schedule that regularly starts Amazon SageMaker Processing Jobs to monitor the data captured for an Amazon SageMaker Endpoint.
This is a convenience which creates an instance of the
CreateMonitoringScheduleRequest.Builderavoiding the need to create one manually viaCreateMonitoringScheduleRequest.builder()- Parameters:
createMonitoringScheduleRequest- AConsumerthat will call methods onCreateMonitoringScheduleRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateMonitoringSchedule operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createNotebookInstance
default CompletableFuture<CreateNotebookInstanceResponse> createNotebookInstance(CreateNotebookInstanceRequest createNotebookInstanceRequest)
Creates an SageMaker notebook instance. A notebook instance is a machine learning (ML) compute instance running on a Jupyter notebook.
In a
CreateNotebookInstancerequest, 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:
-
Creates a network interface in the SageMaker VPC.
-
(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. -
Launches an EC2 instance of the type specified in the request in the SageMaker VPC. If you specified
SubnetIdof 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.
- Parameters:
createNotebookInstanceRequest-- Returns:
- A Java Future containing the result of the CreateNotebookInstance operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
-
createNotebookInstance
default CompletableFuture<CreateNotebookInstanceResponse> createNotebookInstance(Consumer<CreateNotebookInstanceRequest.Builder> createNotebookInstanceRequest)
Creates an SageMaker notebook instance. A notebook instance is a machine learning (ML) compute instance running on a Jupyter notebook.
In a
CreateNotebookInstancerequest, 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:
-
Creates a network interface in the SageMaker VPC.
-
(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. -
Launches an EC2 instance of the type specified in the request in the SageMaker VPC. If you specified
SubnetIdof 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.
This is a convenience which creates an instance of the
CreateNotebookInstanceRequest.Builderavoiding the need to create one manually viaCreateNotebookInstanceRequest.builder()- Parameters:
createNotebookInstanceRequest- AConsumerthat will call methods onCreateNotebookInstanceRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateNotebookInstance operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
-
createNotebookInstanceLifecycleConfig
default CompletableFuture<CreateNotebookInstanceLifecycleConfigResponse> createNotebookInstanceLifecycleConfig(CreateNotebookInstanceLifecycleConfigRequest createNotebookInstanceLifecycleConfigRequest)
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
$PATHenvironment 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/NotebookInstancesin 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.
- Parameters:
createNotebookInstanceLifecycleConfigRequest-- Returns:
- A Java Future containing the result of the CreateNotebookInstanceLifecycleConfig operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createNotebookInstanceLifecycleConfig
default CompletableFuture<CreateNotebookInstanceLifecycleConfigResponse> createNotebookInstanceLifecycleConfig(Consumer<CreateNotebookInstanceLifecycleConfigRequest.Builder> createNotebookInstanceLifecycleConfigRequest)
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
$PATHenvironment 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/NotebookInstancesin 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.
This is a convenience which creates an instance of the
CreateNotebookInstanceLifecycleConfigRequest.Builderavoiding the need to create one manually viaCreateNotebookInstanceLifecycleConfigRequest.builder()- Parameters:
createNotebookInstanceLifecycleConfigRequest- AConsumerthat will call methods onCreateNotebookInstanceLifecycleConfigRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateNotebookInstanceLifecycleConfig operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createPipeline
default CompletableFuture<CreatePipelineResponse> createPipeline(CreatePipelineRequest createPipelineRequest)
Creates a pipeline using a JSON pipeline definition.
- Parameters:
createPipelineRequest-- Returns:
- A Java Future containing the result of the CreatePipeline operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createPipeline
default CompletableFuture<CreatePipelineResponse> createPipeline(Consumer<CreatePipelineRequest.Builder> createPipelineRequest)
Creates a pipeline using a JSON pipeline definition.
This is a convenience which creates an instance of the
CreatePipelineRequest.Builderavoiding the need to create one manually viaCreatePipelineRequest.builder()- Parameters:
createPipelineRequest- AConsumerthat will call methods onCreatePipelineRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreatePipeline operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createPresignedDomainUrl
default CompletableFuture<CreatePresignedDomainUrlResponse> createPresignedDomainUrl(CreatePresignedDomainUrlRequest createPresignedDomainUrlRequest)
Creates a URL for a specified UserProfile in a Domain. When accessed in a web browser, the user will be automatically signed in to the domain, 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 Amazon SageMaker Studio Through an Interface VPC Endpoint .
The URL that you get from a call to
CreatePresignedDomainUrlhas a default timeout of 5 minutes. You can configure this value usingExpiresInSeconds. If you try to use the URL after the timeout limit expires, you are directed to the Amazon Web Services console sign-in page.- Parameters:
createPresignedDomainUrlRequest-- Returns:
- A Java Future containing the result of the CreatePresignedDomainUrl operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createPresignedDomainUrl
default CompletableFuture<CreatePresignedDomainUrlResponse> createPresignedDomainUrl(Consumer<CreatePresignedDomainUrlRequest.Builder> createPresignedDomainUrlRequest)
Creates a URL for a specified UserProfile in a Domain. When accessed in a web browser, the user will be automatically signed in to the domain, 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 Amazon SageMaker Studio Through an Interface VPC Endpoint .
The URL that you get from a call to
CreatePresignedDomainUrlhas a default timeout of 5 minutes. You can configure this value usingExpiresInSeconds. If you try to use the URL after the timeout limit expires, you are directed to the Amazon Web Services console sign-in page.
This is a convenience which creates an instance of the
CreatePresignedDomainUrlRequest.Builderavoiding the need to create one manually viaCreatePresignedDomainUrlRequest.builder()- Parameters:
createPresignedDomainUrlRequest- AConsumerthat will call methods onCreatePresignedDomainUrlRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreatePresignedDomainUrl operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createPresignedNotebookInstanceUrl
default CompletableFuture<CreatePresignedNotebookInstanceUrlResponse> createPresignedNotebookInstanceUrl(CreatePresignedNotebookInstanceUrlRequest createPresignedNotebookInstanceUrlRequest)
Returns a URL that you can use to connect to the Jupyter server from a notebook instance. In the SageMaker console, when you choose
Opennext 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
NotIpAddresscondition operator and theaws:SourceIPcondition 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.
- Parameters:
createPresignedNotebookInstanceUrlRequest-- Returns:
- A Java Future containing the result of the CreatePresignedNotebookInstanceUrl operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createPresignedNotebookInstanceUrl
default CompletableFuture<CreatePresignedNotebookInstanceUrlResponse> createPresignedNotebookInstanceUrl(Consumer<CreatePresignedNotebookInstanceUrlRequest.Builder> createPresignedNotebookInstanceUrlRequest)
Returns a URL that you can use to connect to the Jupyter server from a notebook instance. In the SageMaker console, when you choose
Opennext 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
NotIpAddresscondition operator and theaws:SourceIPcondition 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.
This is a convenience which creates an instance of the
CreatePresignedNotebookInstanceUrlRequest.Builderavoiding the need to create one manually viaCreatePresignedNotebookInstanceUrlRequest.builder()- Parameters:
createPresignedNotebookInstanceUrlRequest- AConsumerthat will call methods onCreatePresignedNotebookInstanceUrlRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreatePresignedNotebookInstanceUrl operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createProcessingJob
default CompletableFuture<CreateProcessingJobResponse> createProcessingJob(CreateProcessingJobRequest createProcessingJobRequest)
Creates a processing job.
- Parameters:
createProcessingJobRequest-- Returns:
- A Java Future containing the result of the CreateProcessingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createProcessingJob
default CompletableFuture<CreateProcessingJobResponse> createProcessingJob(Consumer<CreateProcessingJobRequest.Builder> createProcessingJobRequest)
Creates a processing job.
This is a convenience which creates an instance of the
CreateProcessingJobRequest.Builderavoiding the need to create one manually viaCreateProcessingJobRequest.builder()- Parameters:
createProcessingJobRequest- AConsumerthat will call methods onCreateProcessingJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateProcessingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createProject
default CompletableFuture<CreateProjectResponse> createProject(CreateProjectRequest createProjectRequest)
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.
- Parameters:
createProjectRequest-- Returns:
- A Java Future containing the result of the CreateProject operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createProject
default CompletableFuture<CreateProjectResponse> createProject(Consumer<CreateProjectRequest.Builder> createProjectRequest)
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.
This is a convenience which creates an instance of the
CreateProjectRequest.Builderavoiding the need to create one manually viaCreateProjectRequest.builder()- Parameters:
createProjectRequest- AConsumerthat will call methods onCreateProjectRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateProject operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createSpace
default CompletableFuture<CreateSpaceResponse> createSpace(CreateSpaceRequest createSpaceRequest)
Creates a space used for real time collaboration in a Domain.
- Parameters:
createSpaceRequest-- Returns:
- A Java Future containing the result of the CreateSpace operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createSpace
default CompletableFuture<CreateSpaceResponse> createSpace(Consumer<CreateSpaceRequest.Builder> createSpaceRequest)
Creates a space used for real time collaboration in a Domain.
This is a convenience which creates an instance of the
CreateSpaceRequest.Builderavoiding the need to create one manually viaCreateSpaceRequest.builder()- Parameters:
createSpaceRequest- AConsumerthat will call methods onCreateSpaceRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateSpace operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createStudioLifecycleConfig
default CompletableFuture<CreateStudioLifecycleConfigResponse> createStudioLifecycleConfig(CreateStudioLifecycleConfigRequest createStudioLifecycleConfigRequest)
Creates a new Amazon SageMaker Studio Lifecycle Configuration.
- Parameters:
createStudioLifecycleConfigRequest-- Returns:
- A Java Future containing the result of the CreateStudioLifecycleConfig operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createStudioLifecycleConfig
default CompletableFuture<CreateStudioLifecycleConfigResponse> createStudioLifecycleConfig(Consumer<CreateStudioLifecycleConfigRequest.Builder> createStudioLifecycleConfigRequest)
Creates a new Amazon SageMaker Studio Lifecycle Configuration.
This is a convenience which creates an instance of the
CreateStudioLifecycleConfigRequest.Builderavoiding the need to create one manually viaCreateStudioLifecycleConfigRequest.builder()- Parameters:
createStudioLifecycleConfigRequest- AConsumerthat will call methods onCreateStudioLifecycleConfigRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateStudioLifecycleConfig operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createTrainingJob
default CompletableFuture<CreateTrainingJobResponse> createTrainingJob(CreateTrainingJobRequest createTrainingJobRequest)
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, useMaxRuntimeInSecondsto set a time limit for training. UseMaxWaitTimeInSecondsto 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 anInternalServerError.
For more information about SageMaker, see How It Works.
- Parameters:
createTrainingJobRequest-- Returns:
- A Java Future containing the result of the CreateTrainingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
-
createTrainingJob
default CompletableFuture<CreateTrainingJobResponse> createTrainingJob(Consumer<CreateTrainingJobRequest.Builder> createTrainingJobRequest)
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, useMaxRuntimeInSecondsto set a time limit for training. UseMaxWaitTimeInSecondsto 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 anInternalServerError.
For more information about SageMaker, see How It Works.
This is a convenience which creates an instance of the
CreateTrainingJobRequest.Builderavoiding the need to create one manually viaCreateTrainingJobRequest.builder()- Parameters:
createTrainingJobRequest- AConsumerthat will call methods onCreateTrainingJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateTrainingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
-
createTransformJob
default CompletableFuture<CreateTransformJobResponse> createTransformJob(CreateTransformJobRequest createTransformJobRequest)
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.ModelNamemust 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.
- Parameters:
createTransformJobRequest-- Returns:
- A Java Future containing the result of the CreateTransformJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
-
createTransformJob
default CompletableFuture<CreateTransformJobResponse> createTransformJob(Consumer<CreateTransformJobRequest.Builder> createTransformJobRequest)
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.ModelNamemust 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.
This is a convenience which creates an instance of the
CreateTransformJobRequest.Builderavoiding the need to create one manually viaCreateTransformJobRequest.builder()- Parameters:
createTransformJobRequest- AConsumerthat will call methods onCreateTransformJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateTransformJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
-
createTrial
default CompletableFuture<CreateTrialResponse> createTrial(CreateTrialRequest createTrialRequest)
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.
- Parameters:
createTrialRequest-- Returns:
- A Java Future containing the result of the CreateTrial operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createTrial
default CompletableFuture<CreateTrialResponse> createTrial(Consumer<CreateTrialRequest.Builder> createTrialRequest)
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.
This is a convenience which creates an instance of the
CreateTrialRequest.Builderavoiding the need to create one manually viaCreateTrialRequest.builder()- Parameters:
createTrialRequest- AConsumerthat will call methods onCreateTrialRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateTrial operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createTrialComponent
default CompletableFuture<CreateTrialComponentResponse> createTrialComponent(CreateTrialComponentRequest createTrialComponentRequest)
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.
- Parameters:
createTrialComponentRequest-- Returns:
- A Java Future containing the result of the CreateTrialComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createTrialComponent
default CompletableFuture<CreateTrialComponentResponse> createTrialComponent(Consumer<CreateTrialComponentRequest.Builder> createTrialComponentRequest)
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.
This is a convenience which creates an instance of the
CreateTrialComponentRequest.Builderavoiding the need to create one manually viaCreateTrialComponentRequest.builder()- Parameters:
createTrialComponentRequest- AConsumerthat will call methods onCreateTrialComponentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateTrialComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createUserProfile
default CompletableFuture<CreateUserProfileResponse> createUserProfile(CreateUserProfileRequest createUserProfileRequest)
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 a domain. 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.
- Parameters:
createUserProfileRequest-- Returns:
- A Java Future containing the result of the CreateUserProfile operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createUserProfile
default CompletableFuture<CreateUserProfileResponse> createUserProfile(Consumer<CreateUserProfileRequest.Builder> createUserProfileRequest)
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 a domain. 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.
This is a convenience which creates an instance of the
CreateUserProfileRequest.Builderavoiding the need to create one manually viaCreateUserProfileRequest.builder()- Parameters:
createUserProfileRequest- AConsumerthat will call methods onCreateUserProfileRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateUserProfile operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createWorkforce
default CompletableFuture<CreateWorkforceResponse> createWorkforce(CreateWorkforceRequest createWorkforceRequest)
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
CreateWorkforceto 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).- Parameters:
createWorkforceRequest-- Returns:
- A Java Future containing the result of the CreateWorkforce operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createWorkforce
default CompletableFuture<CreateWorkforceResponse> createWorkforce(Consumer<CreateWorkforceRequest.Builder> createWorkforceRequest)
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
CreateWorkforceto 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).
This is a convenience which creates an instance of the
CreateWorkforceRequest.Builderavoiding the need to create one manually viaCreateWorkforceRequest.builder()- Parameters:
createWorkforceRequest- AConsumerthat will call methods onCreateWorkforceRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateWorkforce operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createWorkteam
default CompletableFuture<CreateWorkteamResponse> createWorkteam(CreateWorkteamRequest createWorkteamRequest)
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.
- Parameters:
createWorkteamRequest-- Returns:
- A Java Future containing the result of the CreateWorkteam operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
createWorkteam
default CompletableFuture<CreateWorkteamResponse> createWorkteam(Consumer<CreateWorkteamRequest.Builder> createWorkteamRequest)
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.
This is a convenience which creates an instance of the
CreateWorkteamRequest.Builderavoiding the need to create one manually viaCreateWorkteamRequest.builder()- Parameters:
createWorkteamRequest- AConsumerthat will call methods onCreateWorkteamRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the CreateWorkteam operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteAction
default CompletableFuture<DeleteActionResponse> deleteAction(DeleteActionRequest deleteActionRequest)
Deletes an action.
- Parameters:
deleteActionRequest-- Returns:
- A Java Future containing the result of the DeleteAction operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteAction
default CompletableFuture<DeleteActionResponse> deleteAction(Consumer<DeleteActionRequest.Builder> deleteActionRequest)
Deletes an action.
This is a convenience which creates an instance of the
DeleteActionRequest.Builderavoiding the need to create one manually viaDeleteActionRequest.builder()- Parameters:
deleteActionRequest- AConsumerthat will call methods onDeleteActionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteAction operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteAlgorithm
default CompletableFuture<DeleteAlgorithmResponse> deleteAlgorithm(DeleteAlgorithmRequest deleteAlgorithmRequest)
Removes the specified algorithm from your account.
- Parameters:
deleteAlgorithmRequest-- Returns:
- A Java Future containing the result of the DeleteAlgorithm operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
deleteAlgorithm
default CompletableFuture<DeleteAlgorithmResponse> deleteAlgorithm(Consumer<DeleteAlgorithmRequest.Builder> deleteAlgorithmRequest)
Removes the specified algorithm from your account.
This is a convenience which creates an instance of the
DeleteAlgorithmRequest.Builderavoiding the need to create one manually viaDeleteAlgorithmRequest.builder()- Parameters:
deleteAlgorithmRequest- AConsumerthat will call methods onDeleteAlgorithmRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteAlgorithm operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
deleteApp
default CompletableFuture<DeleteAppResponse> deleteApp(DeleteAppRequest deleteAppRequest)
Used to stop and delete an app.
- Parameters:
deleteAppRequest-- Returns:
- A Java Future containing the result of the DeleteApp operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteApp
default CompletableFuture<DeleteAppResponse> deleteApp(Consumer<DeleteAppRequest.Builder> deleteAppRequest)
Used to stop and delete an app.
This is a convenience which creates an instance of the
DeleteAppRequest.Builderavoiding the need to create one manually viaDeleteAppRequest.builder()- Parameters:
deleteAppRequest- AConsumerthat will call methods onDeleteAppRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteApp operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteAppImageConfig
default CompletableFuture<DeleteAppImageConfigResponse> deleteAppImageConfig(DeleteAppImageConfigRequest deleteAppImageConfigRequest)
Deletes an AppImageConfig.
- Parameters:
deleteAppImageConfigRequest-- Returns:
- A Java Future containing the result of the DeleteAppImageConfig operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteAppImageConfig
default CompletableFuture<DeleteAppImageConfigResponse> deleteAppImageConfig(Consumer<DeleteAppImageConfigRequest.Builder> deleteAppImageConfigRequest)
Deletes an AppImageConfig.
This is a convenience which creates an instance of the
DeleteAppImageConfigRequest.Builderavoiding the need to create one manually viaDeleteAppImageConfigRequest.builder()- Parameters:
deleteAppImageConfigRequest- AConsumerthat will call methods onDeleteAppImageConfigRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteAppImageConfig operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteArtifact
default CompletableFuture<DeleteArtifactResponse> deleteArtifact(DeleteArtifactRequest deleteArtifactRequest)
Deletes an artifact. Either
ArtifactArnorSourcemust be specified.- Parameters:
deleteArtifactRequest-- Returns:
- A Java Future containing the result of the DeleteArtifact operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteArtifact
default CompletableFuture<DeleteArtifactResponse> deleteArtifact(Consumer<DeleteArtifactRequest.Builder> deleteArtifactRequest)
Deletes an artifact. Either
ArtifactArnorSourcemust be specified.
This is a convenience which creates an instance of the
DeleteArtifactRequest.Builderavoiding the need to create one manually viaDeleteArtifactRequest.builder()- Parameters:
deleteArtifactRequest- AConsumerthat will call methods onDeleteArtifactRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteArtifact operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteAssociation
default CompletableFuture<DeleteAssociationResponse> deleteAssociation(DeleteAssociationRequest deleteAssociationRequest)
Deletes an association.
- Parameters:
deleteAssociationRequest-- Returns:
- A Java Future containing the result of the DeleteAssociation operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteAssociation
default CompletableFuture<DeleteAssociationResponse> deleteAssociation(Consumer<DeleteAssociationRequest.Builder> deleteAssociationRequest)
Deletes an association.
This is a convenience which creates an instance of the
DeleteAssociationRequest.Builderavoiding the need to create one manually viaDeleteAssociationRequest.builder()- Parameters:
deleteAssociationRequest- AConsumerthat will call methods onDeleteAssociationRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteAssociation operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteCluster
default CompletableFuture<DeleteClusterResponse> deleteCluster(DeleteClusterRequest deleteClusterRequest)
Delete a SageMaker HyperPod cluster.
- Parameters:
deleteClusterRequest-- Returns:
- A Java Future containing the result of the DeleteCluster operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteCluster
default CompletableFuture<DeleteClusterResponse> deleteCluster(Consumer<DeleteClusterRequest.Builder> deleteClusterRequest)
Delete a SageMaker HyperPod cluster.
This is a convenience which creates an instance of the
DeleteClusterRequest.Builderavoiding the need to create one manually viaDeleteClusterRequest.builder()- Parameters:
deleteClusterRequest- AConsumerthat will call methods onDeleteClusterRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteCluster operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteCodeRepository
default CompletableFuture<DeleteCodeRepositoryResponse> deleteCodeRepository(DeleteCodeRepositoryRequest deleteCodeRepositoryRequest)
Deletes the specified Git repository from your account.
- Parameters:
deleteCodeRepositoryRequest-- Returns:
- A Java Future containing the result of the DeleteCodeRepository operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteCodeRepository
default CompletableFuture<DeleteCodeRepositoryResponse> deleteCodeRepository(Consumer<DeleteCodeRepositoryRequest.Builder> deleteCodeRepositoryRequest)
Deletes the specified Git repository from your account.
This is a convenience which creates an instance of the
DeleteCodeRepositoryRequest.Builderavoiding the need to create one manually viaDeleteCodeRepositoryRequest.builder()- Parameters:
deleteCodeRepositoryRequest- AConsumerthat will call methods onDeleteCodeRepositoryRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteCodeRepository operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteCompilationJob
default CompletableFuture<DeleteCompilationJobResponse> deleteCompilationJob(DeleteCompilationJobRequest deleteCompilationJobRequest)
Deletes the specified compilation job. This action deletes only the compilation job resource in Amazon SageMaker. It doesn't delete other resources that are related to that job, such as the model artifacts that the job creates, the compilation logs in CloudWatch, the compiled model, or the IAM role.
You can delete a compilation job only if its current status is
COMPLETED,FAILED, orSTOPPED. If the job status isSTARTINGorINPROGRESS, stop the job, and then delete it after its status becomesSTOPPED.- Parameters:
deleteCompilationJobRequest-- Returns:
- A Java Future containing the result of the DeleteCompilationJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteCompilationJob
default CompletableFuture<DeleteCompilationJobResponse> deleteCompilationJob(Consumer<DeleteCompilationJobRequest.Builder> deleteCompilationJobRequest)
Deletes the specified compilation job. This action deletes only the compilation job resource in Amazon SageMaker. It doesn't delete other resources that are related to that job, such as the model artifacts that the job creates, the compilation logs in CloudWatch, the compiled model, or the IAM role.
You can delete a compilation job only if its current status is
COMPLETED,FAILED, orSTOPPED. If the job status isSTARTINGorINPROGRESS, stop the job, and then delete it after its status becomesSTOPPED.
This is a convenience which creates an instance of the
DeleteCompilationJobRequest.Builderavoiding the need to create one manually viaDeleteCompilationJobRequest.builder()- Parameters:
deleteCompilationJobRequest- AConsumerthat will call methods onDeleteCompilationJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteCompilationJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteContext
default CompletableFuture<DeleteContextResponse> deleteContext(DeleteContextRequest deleteContextRequest)
Deletes an context.
- Parameters:
deleteContextRequest-- Returns:
- A Java Future containing the result of the DeleteContext operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteContext
default CompletableFuture<DeleteContextResponse> deleteContext(Consumer<DeleteContextRequest.Builder> deleteContextRequest)
Deletes an context.
This is a convenience which creates an instance of the
DeleteContextRequest.Builderavoiding the need to create one manually viaDeleteContextRequest.builder()- Parameters:
deleteContextRequest- AConsumerthat will call methods onDeleteContextRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteContext operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteDataQualityJobDefinition
default CompletableFuture<DeleteDataQualityJobDefinitionResponse> deleteDataQualityJobDefinition(DeleteDataQualityJobDefinitionRequest deleteDataQualityJobDefinitionRequest)
Deletes a data quality monitoring job definition.
- Parameters:
deleteDataQualityJobDefinitionRequest-- Returns:
- A Java Future containing the result of the DeleteDataQualityJobDefinition operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteDataQualityJobDefinition
default CompletableFuture<DeleteDataQualityJobDefinitionResponse> deleteDataQualityJobDefinition(Consumer<DeleteDataQualityJobDefinitionRequest.Builder> deleteDataQualityJobDefinitionRequest)
Deletes a data quality monitoring job definition.
This is a convenience which creates an instance of the
DeleteDataQualityJobDefinitionRequest.Builderavoiding the need to create one manually viaDeleteDataQualityJobDefinitionRequest.builder()- Parameters:
deleteDataQualityJobDefinitionRequest- AConsumerthat will call methods onDeleteDataQualityJobDefinitionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteDataQualityJobDefinition operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteDeviceFleet
default CompletableFuture<DeleteDeviceFleetResponse> deleteDeviceFleet(DeleteDeviceFleetRequest deleteDeviceFleetRequest)
Deletes a fleet.
- Parameters:
deleteDeviceFleetRequest-- Returns:
- A Java Future containing the result of the DeleteDeviceFleet operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteDeviceFleet
default CompletableFuture<DeleteDeviceFleetResponse> deleteDeviceFleet(Consumer<DeleteDeviceFleetRequest.Builder> deleteDeviceFleetRequest)
Deletes a fleet.
This is a convenience which creates an instance of the
DeleteDeviceFleetRequest.Builderavoiding the need to create one manually viaDeleteDeviceFleetRequest.builder()- Parameters:
deleteDeviceFleetRequest- AConsumerthat will call methods onDeleteDeviceFleetRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteDeviceFleet operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteDomain
default CompletableFuture<DeleteDomainResponse> deleteDomain(DeleteDomainRequest deleteDomainRequest)
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.
- Parameters:
deleteDomainRequest-- Returns:
- A Java Future containing the result of the DeleteDomain operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteDomain
default CompletableFuture<DeleteDomainResponse> deleteDomain(Consumer<DeleteDomainRequest.Builder> deleteDomainRequest)
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.
This is a convenience which creates an instance of the
DeleteDomainRequest.Builderavoiding the need to create one manually viaDeleteDomainRequest.builder()- Parameters:
deleteDomainRequest- AConsumerthat will call methods onDeleteDomainRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteDomain operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteEdgeDeploymentPlan
default CompletableFuture<DeleteEdgeDeploymentPlanResponse> deleteEdgeDeploymentPlan(DeleteEdgeDeploymentPlanRequest deleteEdgeDeploymentPlanRequest)
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.
- Parameters:
deleteEdgeDeploymentPlanRequest-- Returns:
- A Java Future containing the result of the DeleteEdgeDeploymentPlan operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteEdgeDeploymentPlan
default CompletableFuture<DeleteEdgeDeploymentPlanResponse> deleteEdgeDeploymentPlan(Consumer<DeleteEdgeDeploymentPlanRequest.Builder> deleteEdgeDeploymentPlanRequest)
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.
This is a convenience which creates an instance of the
DeleteEdgeDeploymentPlanRequest.Builderavoiding the need to create one manually viaDeleteEdgeDeploymentPlanRequest.builder()- Parameters:
deleteEdgeDeploymentPlanRequest- AConsumerthat will call methods onDeleteEdgeDeploymentPlanRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteEdgeDeploymentPlan operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteEdgeDeploymentStage
default CompletableFuture<DeleteEdgeDeploymentStageResponse> deleteEdgeDeploymentStage(DeleteEdgeDeploymentStageRequest deleteEdgeDeploymentStageRequest)
Delete a stage in an edge deployment plan if (and only if) the stage is inactive.
- Parameters:
deleteEdgeDeploymentStageRequest-- Returns:
- A Java Future containing the result of the DeleteEdgeDeploymentStage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteEdgeDeploymentStage
default CompletableFuture<DeleteEdgeDeploymentStageResponse> deleteEdgeDeploymentStage(Consumer<DeleteEdgeDeploymentStageRequest.Builder> deleteEdgeDeploymentStageRequest)
Delete a stage in an edge deployment plan if (and only if) the stage is inactive.
This is a convenience which creates an instance of the
DeleteEdgeDeploymentStageRequest.Builderavoiding the need to create one manually viaDeleteEdgeDeploymentStageRequest.builder()- Parameters:
deleteEdgeDeploymentStageRequest- AConsumerthat will call methods onDeleteEdgeDeploymentStageRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteEdgeDeploymentStage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteEndpoint
default CompletableFuture<DeleteEndpointResponse> deleteEndpoint(DeleteEndpointRequest deleteEndpointRequest)
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.- Parameters:
deleteEndpointRequest-- Returns:
- A Java Future containing the result of the DeleteEndpoint operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteEndpoint
default CompletableFuture<DeleteEndpointResponse> deleteEndpoint(Consumer<DeleteEndpointRequest.Builder> deleteEndpointRequest)
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.
This is a convenience which creates an instance of the
DeleteEndpointRequest.Builderavoiding the need to create one manually viaDeleteEndpointRequest.builder()- Parameters:
deleteEndpointRequest- AConsumerthat will call methods onDeleteEndpointRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteEndpoint operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteEndpointConfig
default CompletableFuture<DeleteEndpointConfigResponse> deleteEndpointConfig(DeleteEndpointConfigRequest deleteEndpointConfigRequest)
Deletes an endpoint configuration. The
DeleteEndpointConfigAPI deletes only the specified configuration. It does not delete endpoints created using the configuration.You must not delete an
EndpointConfigin use by an endpoint that is live or while theUpdateEndpointorCreateEndpointoperations are being performed on the endpoint. If you delete theEndpointConfigof 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.- Parameters:
deleteEndpointConfigRequest-- Returns:
- A Java Future containing the result of the DeleteEndpointConfig operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteEndpointConfig
default CompletableFuture<DeleteEndpointConfigResponse> deleteEndpointConfig(Consumer<DeleteEndpointConfigRequest.Builder> deleteEndpointConfigRequest)
Deletes an endpoint configuration. The
DeleteEndpointConfigAPI deletes only the specified configuration. It does not delete endpoints created using the configuration.You must not delete an
EndpointConfigin use by an endpoint that is live or while theUpdateEndpointorCreateEndpointoperations are being performed on the endpoint. If you delete theEndpointConfigof 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.
This is a convenience which creates an instance of the
DeleteEndpointConfigRequest.Builderavoiding the need to create one manually viaDeleteEndpointConfigRequest.builder()- Parameters:
deleteEndpointConfigRequest- AConsumerthat will call methods onDeleteEndpointConfigRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteEndpointConfig operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteExperiment
default CompletableFuture<DeleteExperimentResponse> deleteExperiment(DeleteExperimentRequest deleteExperimentRequest)
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.
- Parameters:
deleteExperimentRequest-- Returns:
- A Java Future containing the result of the DeleteExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteExperiment
default CompletableFuture<DeleteExperimentResponse> deleteExperiment(Consumer<DeleteExperimentRequest.Builder> deleteExperimentRequest)
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.
This is a convenience which creates an instance of the
DeleteExperimentRequest.Builderavoiding the need to create one manually viaDeleteExperimentRequest.builder()- Parameters:
deleteExperimentRequest- AConsumerthat will call methods onDeleteExperimentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteFeatureGroup
default CompletableFuture<DeleteFeatureGroupResponse> deleteFeatureGroup(DeleteFeatureGroupRequest deleteFeatureGroupRequest)
Delete the
FeatureGroupand any data that was written to theOnlineStoreof theFeatureGroup. Data cannot be accessed from theOnlineStoreimmediately afterDeleteFeatureGroupis called.Data written into the
OfflineStorewill not be deleted. The Amazon Web Services Glue database and tables that are automatically created for yourOfflineStoreare not deleted.Note that it can take approximately 10-15 minutes to delete an
OnlineStoreFeatureGroupwith theInMemoryStorageType.- Parameters:
deleteFeatureGroupRequest-- Returns:
- A Java Future containing the result of the DeleteFeatureGroup operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteFeatureGroup
default CompletableFuture<DeleteFeatureGroupResponse> deleteFeatureGroup(Consumer<DeleteFeatureGroupRequest.Builder> deleteFeatureGroupRequest)
Delete the
FeatureGroupand any data that was written to theOnlineStoreof theFeatureGroup. Data cannot be accessed from theOnlineStoreimmediately afterDeleteFeatureGroupis called.Data written into the
OfflineStorewill not be deleted. The Amazon Web Services Glue database and tables that are automatically created for yourOfflineStoreare not deleted.Note that it can take approximately 10-15 minutes to delete an
OnlineStoreFeatureGroupwith theInMemoryStorageType.
This is a convenience which creates an instance of the
DeleteFeatureGroupRequest.Builderavoiding the need to create one manually viaDeleteFeatureGroupRequest.builder()- Parameters:
deleteFeatureGroupRequest- AConsumerthat will call methods onDeleteFeatureGroupRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteFeatureGroup operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteFlowDefinition
default CompletableFuture<DeleteFlowDefinitionResponse> deleteFlowDefinition(DeleteFlowDefinitionRequest deleteFlowDefinitionRequest)
Deletes the specified flow definition.
- Parameters:
deleteFlowDefinitionRequest-- Returns:
- A Java Future containing the result of the DeleteFlowDefinition operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteFlowDefinition
default CompletableFuture<DeleteFlowDefinitionResponse> deleteFlowDefinition(Consumer<DeleteFlowDefinitionRequest.Builder> deleteFlowDefinitionRequest)
Deletes the specified flow definition.
This is a convenience which creates an instance of the
DeleteFlowDefinitionRequest.Builderavoiding the need to create one manually viaDeleteFlowDefinitionRequest.builder()- Parameters:
deleteFlowDefinitionRequest- AConsumerthat will call methods onDeleteFlowDefinitionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteFlowDefinition operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteHub
default CompletableFuture<DeleteHubResponse> deleteHub(DeleteHubRequest deleteHubRequest)
Delete a hub.
Hub APIs are only callable through SageMaker Studio.
- Parameters:
deleteHubRequest-- Returns:
- A Java Future containing the result of the DeleteHub operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteHub
default CompletableFuture<DeleteHubResponse> deleteHub(Consumer<DeleteHubRequest.Builder> deleteHubRequest)
Delete a hub.
Hub APIs are only callable through SageMaker Studio.
This is a convenience which creates an instance of the
DeleteHubRequest.Builderavoiding the need to create one manually viaDeleteHubRequest.builder()- Parameters:
deleteHubRequest- AConsumerthat will call methods onDeleteHubRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteHub operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteHubContent
default CompletableFuture<DeleteHubContentResponse> deleteHubContent(DeleteHubContentRequest deleteHubContentRequest)
Delete the contents of a hub.
Hub APIs are only callable through SageMaker Studio.
- Parameters:
deleteHubContentRequest-- Returns:
- A Java Future containing the result of the DeleteHubContent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteHubContent
default CompletableFuture<DeleteHubContentResponse> deleteHubContent(Consumer<DeleteHubContentRequest.Builder> deleteHubContentRequest)
Delete the contents of a hub.
Hub APIs are only callable through SageMaker Studio.
This is a convenience which creates an instance of the
DeleteHubContentRequest.Builderavoiding the need to create one manually viaDeleteHubContentRequest.builder()- Parameters:
deleteHubContentRequest- AConsumerthat will call methods onDeleteHubContentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteHubContent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteHumanTaskUi
default CompletableFuture<DeleteHumanTaskUiResponse> deleteHumanTaskUi(DeleteHumanTaskUiRequest deleteHumanTaskUiRequest)
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.- Parameters:
deleteHumanTaskUiRequest-- Returns:
- A Java Future containing the result of the DeleteHumanTaskUi operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteHumanTaskUi
default CompletableFuture<DeleteHumanTaskUiResponse> deleteHumanTaskUi(Consumer<DeleteHumanTaskUiRequest.Builder> deleteHumanTaskUiRequest)
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.
This is a convenience which creates an instance of the
DeleteHumanTaskUiRequest.Builderavoiding the need to create one manually viaDeleteHumanTaskUiRequest.builder()- Parameters:
deleteHumanTaskUiRequest- AConsumerthat will call methods onDeleteHumanTaskUiRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteHumanTaskUi operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteImage
default CompletableFuture<DeleteImageResponse> deleteImage(DeleteImageRequest deleteImageRequest)
Deletes a SageMaker image and all versions of the image. The container images aren't deleted.
- Parameters:
deleteImageRequest-- Returns:
- A Java Future containing the result of the DeleteImage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteImage
default CompletableFuture<DeleteImageResponse> deleteImage(Consumer<DeleteImageRequest.Builder> deleteImageRequest)
Deletes a SageMaker image and all versions of the image. The container images aren't deleted.
This is a convenience which creates an instance of the
DeleteImageRequest.Builderavoiding the need to create one manually viaDeleteImageRequest.builder()- Parameters:
deleteImageRequest- AConsumerthat will call methods onDeleteImageRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteImage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteImageVersion
default CompletableFuture<DeleteImageVersionResponse> deleteImageVersion(DeleteImageVersionRequest deleteImageVersionRequest)
Deletes a version of a SageMaker image. The container image the version represents isn't deleted.
- Parameters:
deleteImageVersionRequest-- Returns:
- A Java Future containing the result of the DeleteImageVersion operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteImageVersion
default CompletableFuture<DeleteImageVersionResponse> deleteImageVersion(Consumer<DeleteImageVersionRequest.Builder> deleteImageVersionRequest)
Deletes a version of a SageMaker image. The container image the version represents isn't deleted.
This is a convenience which creates an instance of the
DeleteImageVersionRequest.Builderavoiding the need to create one manually viaDeleteImageVersionRequest.builder()- Parameters:
deleteImageVersionRequest- AConsumerthat will call methods onDeleteImageVersionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteImageVersion operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteInferenceComponent
default CompletableFuture<DeleteInferenceComponentResponse> deleteInferenceComponent(DeleteInferenceComponentRequest deleteInferenceComponentRequest)
Deletes an inference component.
- Parameters:
deleteInferenceComponentRequest-- Returns:
- A Java Future containing the result of the DeleteInferenceComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteInferenceComponent
default CompletableFuture<DeleteInferenceComponentResponse> deleteInferenceComponent(Consumer<DeleteInferenceComponentRequest.Builder> deleteInferenceComponentRequest)
Deletes an inference component.
This is a convenience which creates an instance of the
DeleteInferenceComponentRequest.Builderavoiding the need to create one manually viaDeleteInferenceComponentRequest.builder()- Parameters:
deleteInferenceComponentRequest- AConsumerthat will call methods onDeleteInferenceComponentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteInferenceComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteInferenceExperiment
default CompletableFuture<DeleteInferenceExperimentResponse> deleteInferenceExperiment(DeleteInferenceExperimentRequest deleteInferenceExperimentRequest)
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.
- Parameters:
deleteInferenceExperimentRequest-- Returns:
- A Java Future containing the result of the DeleteInferenceExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
deleteInferenceExperiment
default CompletableFuture<DeleteInferenceExperimentResponse> deleteInferenceExperiment(Consumer<DeleteInferenceExperimentRequest.Builder> deleteInferenceExperimentRequest)
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.
This is a convenience which creates an instance of the
DeleteInferenceExperimentRequest.Builderavoiding the need to create one manually viaDeleteInferenceExperimentRequest.builder()- Parameters:
deleteInferenceExperimentRequest- AConsumerthat will call methods onDeleteInferenceExperimentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteInferenceExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
deleteModel
default CompletableFuture<DeleteModelResponse> deleteModel(DeleteModelRequest deleteModelRequest)
Deletes a model. The
DeleteModelAPI deletes only the model entry that was created in SageMaker when you called theCreateModelAPI. It does not delete model artifacts, inference code, or the IAM role that you specified when creating the model.- Parameters:
deleteModelRequest-- Returns:
- A Java Future containing the result of the DeleteModel operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteModel
default CompletableFuture<DeleteModelResponse> deleteModel(Consumer<DeleteModelRequest.Builder> deleteModelRequest)
Deletes a model. The
DeleteModelAPI deletes only the model entry that was created in SageMaker when you called theCreateModelAPI. It does not delete model artifacts, inference code, or the IAM role that you specified when creating the model.
This is a convenience which creates an instance of the
DeleteModelRequest.Builderavoiding the need to create one manually viaDeleteModelRequest.builder()- Parameters:
deleteModelRequest- AConsumerthat will call methods onDeleteModelRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteModel operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteModelBiasJobDefinition
default CompletableFuture<DeleteModelBiasJobDefinitionResponse> deleteModelBiasJobDefinition(DeleteModelBiasJobDefinitionRequest deleteModelBiasJobDefinitionRequest)
Deletes an Amazon SageMaker model bias job definition.
- Parameters:
deleteModelBiasJobDefinitionRequest-- Returns:
- A Java Future containing the result of the DeleteModelBiasJobDefinition operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteModelBiasJobDefinition
default CompletableFuture<DeleteModelBiasJobDefinitionResponse> deleteModelBiasJobDefinition(Consumer<DeleteModelBiasJobDefinitionRequest.Builder> deleteModelBiasJobDefinitionRequest)
Deletes an Amazon SageMaker model bias job definition.
This is a convenience which creates an instance of the
DeleteModelBiasJobDefinitionRequest.Builderavoiding the need to create one manually viaDeleteModelBiasJobDefinitionRequest.builder()- Parameters:
deleteModelBiasJobDefinitionRequest- AConsumerthat will call methods onDeleteModelBiasJobDefinitionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteModelBiasJobDefinition operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteModelCard
default CompletableFuture<DeleteModelCardResponse> deleteModelCard(DeleteModelCardRequest deleteModelCardRequest)
Deletes an Amazon SageMaker Model Card.
- Parameters:
deleteModelCardRequest-- Returns:
- A Java Future containing the result of the DeleteModelCard operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteModelCard
default CompletableFuture<DeleteModelCardResponse> deleteModelCard(Consumer<DeleteModelCardRequest.Builder> deleteModelCardRequest)
Deletes an Amazon SageMaker Model Card.
This is a convenience which creates an instance of the
DeleteModelCardRequest.Builderavoiding the need to create one manually viaDeleteModelCardRequest.builder()- Parameters:
deleteModelCardRequest- AConsumerthat will call methods onDeleteModelCardRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteModelCard operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteModelExplainabilityJobDefinition
default CompletableFuture<DeleteModelExplainabilityJobDefinitionResponse> deleteModelExplainabilityJobDefinition(DeleteModelExplainabilityJobDefinitionRequest deleteModelExplainabilityJobDefinitionRequest)
Deletes an Amazon SageMaker model explainability job definition.
- Parameters:
deleteModelExplainabilityJobDefinitionRequest-- Returns:
- A Java Future containing the result of the DeleteModelExplainabilityJobDefinition operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteModelExplainabilityJobDefinition
default CompletableFuture<DeleteModelExplainabilityJobDefinitionResponse> deleteModelExplainabilityJobDefinition(Consumer<DeleteModelExplainabilityJobDefinitionRequest.Builder> deleteModelExplainabilityJobDefinitionRequest)
Deletes an Amazon SageMaker model explainability job definition.
This is a convenience which creates an instance of the
DeleteModelExplainabilityJobDefinitionRequest.Builderavoiding the need to create one manually viaDeleteModelExplainabilityJobDefinitionRequest.builder()- Parameters:
deleteModelExplainabilityJobDefinitionRequest- AConsumerthat will call methods onDeleteModelExplainabilityJobDefinitionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteModelExplainabilityJobDefinition operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteModelPackage
default CompletableFuture<DeleteModelPackageResponse> deleteModelPackage(DeleteModelPackageRequest deleteModelPackageRequest)
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.
- Parameters:
deleteModelPackageRequest-- Returns:
- A Java Future containing the result of the DeleteModelPackage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
deleteModelPackage
default CompletableFuture<DeleteModelPackageResponse> deleteModelPackage(Consumer<DeleteModelPackageRequest.Builder> deleteModelPackageRequest)
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.
This is a convenience which creates an instance of the
DeleteModelPackageRequest.Builderavoiding the need to create one manually viaDeleteModelPackageRequest.builder()- Parameters:
deleteModelPackageRequest- AConsumerthat will call methods onDeleteModelPackageRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteModelPackage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
deleteModelPackageGroup
default CompletableFuture<DeleteModelPackageGroupResponse> deleteModelPackageGroup(DeleteModelPackageGroupRequest deleteModelPackageGroupRequest)
Deletes the specified model group.
- Parameters:
deleteModelPackageGroupRequest-- Returns:
- A Java Future containing the result of the DeleteModelPackageGroup operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
deleteModelPackageGroup
default CompletableFuture<DeleteModelPackageGroupResponse> deleteModelPackageGroup(Consumer<DeleteModelPackageGroupRequest.Builder> deleteModelPackageGroupRequest)
Deletes the specified model group.
This is a convenience which creates an instance of the
DeleteModelPackageGroupRequest.Builderavoiding the need to create one manually viaDeleteModelPackageGroupRequest.builder()- Parameters:
deleteModelPackageGroupRequest- AConsumerthat will call methods onDeleteModelPackageGroupRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteModelPackageGroup operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
deleteModelPackageGroupPolicy
default CompletableFuture<DeleteModelPackageGroupPolicyResponse> deleteModelPackageGroupPolicy(DeleteModelPackageGroupPolicyRequest deleteModelPackageGroupPolicyRequest)
Deletes a model group resource policy.
- Parameters:
deleteModelPackageGroupPolicyRequest-- Returns:
- A Java Future containing the result of the DeleteModelPackageGroupPolicy operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteModelPackageGroupPolicy
default CompletableFuture<DeleteModelPackageGroupPolicyResponse> deleteModelPackageGroupPolicy(Consumer<DeleteModelPackageGroupPolicyRequest.Builder> deleteModelPackageGroupPolicyRequest)
Deletes a model group resource policy.
This is a convenience which creates an instance of the
DeleteModelPackageGroupPolicyRequest.Builderavoiding the need to create one manually viaDeleteModelPackageGroupPolicyRequest.builder()- Parameters:
deleteModelPackageGroupPolicyRequest- AConsumerthat will call methods onDeleteModelPackageGroupPolicyRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteModelPackageGroupPolicy operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteModelQualityJobDefinition
default CompletableFuture<DeleteModelQualityJobDefinitionResponse> deleteModelQualityJobDefinition(DeleteModelQualityJobDefinitionRequest deleteModelQualityJobDefinitionRequest)
Deletes the secified model quality monitoring job definition.
- Parameters:
deleteModelQualityJobDefinitionRequest-- Returns:
- A Java Future containing the result of the DeleteModelQualityJobDefinition operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteModelQualityJobDefinition
default CompletableFuture<DeleteModelQualityJobDefinitionResponse> deleteModelQualityJobDefinition(Consumer<DeleteModelQualityJobDefinitionRequest.Builder> deleteModelQualityJobDefinitionRequest)
Deletes the secified model quality monitoring job definition.
This is a convenience which creates an instance of the
DeleteModelQualityJobDefinitionRequest.Builderavoiding the need to create one manually viaDeleteModelQualityJobDefinitionRequest.builder()- Parameters:
deleteModelQualityJobDefinitionRequest- AConsumerthat will call methods onDeleteModelQualityJobDefinitionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteModelQualityJobDefinition operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteMonitoringSchedule
default CompletableFuture<DeleteMonitoringScheduleResponse> deleteMonitoringSchedule(DeleteMonitoringScheduleRequest deleteMonitoringScheduleRequest)
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.
- Parameters:
deleteMonitoringScheduleRequest-- Returns:
- A Java Future containing the result of the DeleteMonitoringSchedule operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteMonitoringSchedule
default CompletableFuture<DeleteMonitoringScheduleResponse> deleteMonitoringSchedule(Consumer<DeleteMonitoringScheduleRequest.Builder> deleteMonitoringScheduleRequest)
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.
This is a convenience which creates an instance of the
DeleteMonitoringScheduleRequest.Builderavoiding the need to create one manually viaDeleteMonitoringScheduleRequest.builder()- Parameters:
deleteMonitoringScheduleRequest- AConsumerthat will call methods onDeleteMonitoringScheduleRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteMonitoringSchedule operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteNotebookInstance
default CompletableFuture<DeleteNotebookInstanceResponse> deleteNotebookInstance(DeleteNotebookInstanceRequest deleteNotebookInstanceRequest)
Deletes an SageMaker notebook instance. Before you can delete a notebook instance, you must call the
StopNotebookInstanceAPI.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.
- Parameters:
deleteNotebookInstanceRequest-- Returns:
- A Java Future containing the result of the DeleteNotebookInstance operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteNotebookInstance
default CompletableFuture<DeleteNotebookInstanceResponse> deleteNotebookInstance(Consumer<DeleteNotebookInstanceRequest.Builder> deleteNotebookInstanceRequest)
Deletes an SageMaker notebook instance. Before you can delete a notebook instance, you must call the
StopNotebookInstanceAPI.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.
This is a convenience which creates an instance of the
DeleteNotebookInstanceRequest.Builderavoiding the need to create one manually viaDeleteNotebookInstanceRequest.builder()- Parameters:
deleteNotebookInstanceRequest- AConsumerthat will call methods onDeleteNotebookInstanceRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteNotebookInstance operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteNotebookInstanceLifecycleConfig
default CompletableFuture<DeleteNotebookInstanceLifecycleConfigResponse> deleteNotebookInstanceLifecycleConfig(DeleteNotebookInstanceLifecycleConfigRequest deleteNotebookInstanceLifecycleConfigRequest)
Deletes a notebook instance lifecycle configuration.
- Parameters:
deleteNotebookInstanceLifecycleConfigRequest-- Returns:
- A Java Future containing the result of the DeleteNotebookInstanceLifecycleConfig operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteNotebookInstanceLifecycleConfig
default CompletableFuture<DeleteNotebookInstanceLifecycleConfigResponse> deleteNotebookInstanceLifecycleConfig(Consumer<DeleteNotebookInstanceLifecycleConfigRequest.Builder> deleteNotebookInstanceLifecycleConfigRequest)
Deletes a notebook instance lifecycle configuration.
This is a convenience which creates an instance of the
DeleteNotebookInstanceLifecycleConfigRequest.Builderavoiding the need to create one manually viaDeleteNotebookInstanceLifecycleConfigRequest.builder()- Parameters:
deleteNotebookInstanceLifecycleConfigRequest- AConsumerthat will call methods onDeleteNotebookInstanceLifecycleConfigRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteNotebookInstanceLifecycleConfig operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deletePipeline
default CompletableFuture<DeletePipelineResponse> deletePipeline(DeletePipelineRequest deletePipelineRequest)
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
StopPipelineExecutionAPI. When you delete a pipeline, all instances of the pipeline are deleted.- Parameters:
deletePipelineRequest-- Returns:
- A Java Future containing the result of the DeletePipeline operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deletePipeline
default CompletableFuture<DeletePipelineResponse> deletePipeline(Consumer<DeletePipelineRequest.Builder> deletePipelineRequest)
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
StopPipelineExecutionAPI. When you delete a pipeline, all instances of the pipeline are deleted.
This is a convenience which creates an instance of the
DeletePipelineRequest.Builderavoiding the need to create one manually viaDeletePipelineRequest.builder()- Parameters:
deletePipelineRequest- AConsumerthat will call methods onDeletePipelineRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeletePipeline operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteProject
default CompletableFuture<DeleteProjectResponse> deleteProject(DeleteProjectRequest deleteProjectRequest)
Delete the specified project.
- Parameters:
deleteProjectRequest-- Returns:
- A Java Future containing the result of the DeleteProject operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
deleteProject
default CompletableFuture<DeleteProjectResponse> deleteProject(Consumer<DeleteProjectRequest.Builder> deleteProjectRequest)
Delete the specified project.
This is a convenience which creates an instance of the
DeleteProjectRequest.Builderavoiding the need to create one manually viaDeleteProjectRequest.builder()- Parameters:
deleteProjectRequest- AConsumerthat will call methods onDeleteProjectRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteProject operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
deleteSpace
default CompletableFuture<DeleteSpaceResponse> deleteSpace(DeleteSpaceRequest deleteSpaceRequest)
Used to delete a space.
- Parameters:
deleteSpaceRequest-- Returns:
- A Java Future containing the result of the DeleteSpace operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteSpace
default CompletableFuture<DeleteSpaceResponse> deleteSpace(Consumer<DeleteSpaceRequest.Builder> deleteSpaceRequest)
Used to delete a space.
This is a convenience which creates an instance of the
DeleteSpaceRequest.Builderavoiding the need to create one manually viaDeleteSpaceRequest.builder()- Parameters:
deleteSpaceRequest- AConsumerthat will call methods onDeleteSpaceRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteSpace operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteStudioLifecycleConfig
default CompletableFuture<DeleteStudioLifecycleConfigResponse> deleteStudioLifecycleConfig(DeleteStudioLifecycleConfigRequest deleteStudioLifecycleConfigRequest)
Deletes the Amazon SageMaker 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.
- Parameters:
deleteStudioLifecycleConfigRequest-- Returns:
- A Java Future containing the result of the DeleteStudioLifecycleConfig operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteStudioLifecycleConfig
default CompletableFuture<DeleteStudioLifecycleConfigResponse> deleteStudioLifecycleConfig(Consumer<DeleteStudioLifecycleConfigRequest.Builder> deleteStudioLifecycleConfigRequest)
Deletes the Amazon SageMaker 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.
This is a convenience which creates an instance of the
DeleteStudioLifecycleConfigRequest.Builderavoiding the need to create one manually viaDeleteStudioLifecycleConfigRequest.builder()- Parameters:
deleteStudioLifecycleConfigRequest- AConsumerthat will call methods onDeleteStudioLifecycleConfigRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteStudioLifecycleConfig operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteTags
default CompletableFuture<DeleteTagsResponse> deleteTags(DeleteTagsRequest deleteTagsRequest)
Deletes the specified tags from an SageMaker resource.
To list a resource's tags, use the
ListTagsAPI.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 Domain or User Profile, the deleted tags are not removed from Apps that the SageMaker Domain or User Profile launched before you called this API.
- Parameters:
deleteTagsRequest-- Returns:
- A Java Future containing the result of the DeleteTags operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteTags
default CompletableFuture<DeleteTagsResponse> deleteTags(Consumer<DeleteTagsRequest.Builder> deleteTagsRequest)
Deletes the specified tags from an SageMaker resource.
To list a resource's tags, use the
ListTagsAPI.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 Domain or User Profile, the deleted tags are not removed from Apps that the SageMaker Domain or User Profile launched before you called this API.
This is a convenience which creates an instance of the
DeleteTagsRequest.Builderavoiding the need to create one manually viaDeleteTagsRequest.builder()- Parameters:
deleteTagsRequest- AConsumerthat will call methods onDeleteTagsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteTags operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteTrial
default CompletableFuture<DeleteTrialResponse> deleteTrial(DeleteTrialRequest deleteTrialRequest)
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.
- Parameters:
deleteTrialRequest-- Returns:
- A Java Future containing the result of the DeleteTrial operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteTrial
default CompletableFuture<DeleteTrialResponse> deleteTrial(Consumer<DeleteTrialRequest.Builder> deleteTrialRequest)
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.
This is a convenience which creates an instance of the
DeleteTrialRequest.Builderavoiding the need to create one manually viaDeleteTrialRequest.builder()- Parameters:
deleteTrialRequest- AConsumerthat will call methods onDeleteTrialRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteTrial operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteTrialComponent
default CompletableFuture<DeleteTrialComponentResponse> deleteTrialComponent(DeleteTrialComponentRequest deleteTrialComponentRequest)
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.
- Parameters:
deleteTrialComponentRequest-- Returns:
- A Java Future containing the result of the DeleteTrialComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteTrialComponent
default CompletableFuture<DeleteTrialComponentResponse> deleteTrialComponent(Consumer<DeleteTrialComponentRequest.Builder> deleteTrialComponentRequest)
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.
This is a convenience which creates an instance of the
DeleteTrialComponentRequest.Builderavoiding the need to create one manually viaDeleteTrialComponentRequest.builder()- Parameters:
deleteTrialComponentRequest- AConsumerthat will call methods onDeleteTrialComponentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteTrialComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteUserProfile
default CompletableFuture<DeleteUserProfileResponse> deleteUserProfile(DeleteUserProfileRequest deleteUserProfileRequest)
Deletes a user profile. When a user profile is deleted, the user loses access to their EFS volume, including data, notebooks, and other artifacts.
- Parameters:
deleteUserProfileRequest-- Returns:
- A Java Future containing the result of the DeleteUserProfile operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteUserProfile
default CompletableFuture<DeleteUserProfileResponse> deleteUserProfile(Consumer<DeleteUserProfileRequest.Builder> deleteUserProfileRequest)
Deletes a user profile. When a user profile is deleted, the user loses access to their EFS volume, including data, notebooks, and other artifacts.
This is a convenience which creates an instance of the
DeleteUserProfileRequest.Builderavoiding the need to create one manually viaDeleteUserProfileRequest.builder()- Parameters:
deleteUserProfileRequest- AConsumerthat will call methods onDeleteUserProfileRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteUserProfile operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteWorkforce
default CompletableFuture<DeleteWorkforceResponse> deleteWorkforce(DeleteWorkforceRequest deleteWorkforceRequest)
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
ResourceInUseerror.- Parameters:
deleteWorkforceRequest-- Returns:
- A Java Future containing the result of the DeleteWorkforce operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteWorkforce
default CompletableFuture<DeleteWorkforceResponse> deleteWorkforce(Consumer<DeleteWorkforceRequest.Builder> deleteWorkforceRequest)
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
ResourceInUseerror.
This is a convenience which creates an instance of the
DeleteWorkforceRequest.Builderavoiding the need to create one manually viaDeleteWorkforceRequest.builder()- Parameters:
deleteWorkforceRequest- AConsumerthat will call methods onDeleteWorkforceRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteWorkforce operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteWorkteam
default CompletableFuture<DeleteWorkteamResponse> deleteWorkteam(DeleteWorkteamRequest deleteWorkteamRequest)
Deletes an existing work team. This operation can't be undone.
- Parameters:
deleteWorkteamRequest-- Returns:
- A Java Future containing the result of the DeleteWorkteam operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deleteWorkteam
default CompletableFuture<DeleteWorkteamResponse> deleteWorkteam(Consumer<DeleteWorkteamRequest.Builder> deleteWorkteamRequest)
Deletes an existing work team. This operation can't be undone.
This is a convenience which creates an instance of the
DeleteWorkteamRequest.Builderavoiding the need to create one manually viaDeleteWorkteamRequest.builder()- Parameters:
deleteWorkteamRequest- AConsumerthat will call methods onDeleteWorkteamRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeleteWorkteam operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deregisterDevices
default CompletableFuture<DeregisterDevicesResponse> deregisterDevices(DeregisterDevicesRequest deregisterDevicesRequest)
Deregisters the specified devices. After you deregister a device, you will need to re-register the devices.
- Parameters:
deregisterDevicesRequest-- Returns:
- A Java Future containing the result of the DeregisterDevices operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
deregisterDevices
default CompletableFuture<DeregisterDevicesResponse> deregisterDevices(Consumer<DeregisterDevicesRequest.Builder> deregisterDevicesRequest)
Deregisters the specified devices. After you deregister a device, you will need to re-register the devices.
This is a convenience which creates an instance of the
DeregisterDevicesRequest.Builderavoiding the need to create one manually viaDeregisterDevicesRequest.builder()- Parameters:
deregisterDevicesRequest- AConsumerthat will call methods onDeregisterDevicesRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DeregisterDevices operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeAction
default CompletableFuture<DescribeActionResponse> describeAction(DescribeActionRequest describeActionRequest)
Describes an action.
- Parameters:
describeActionRequest-- Returns:
- A Java Future containing the result of the DescribeAction operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeAction
default CompletableFuture<DescribeActionResponse> describeAction(Consumer<DescribeActionRequest.Builder> describeActionRequest)
Describes an action.
This is a convenience which creates an instance of the
DescribeActionRequest.Builderavoiding the need to create one manually viaDescribeActionRequest.builder()- Parameters:
describeActionRequest- AConsumerthat will call methods onDescribeActionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeAction operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeAlgorithm
default CompletableFuture<DescribeAlgorithmResponse> describeAlgorithm(DescribeAlgorithmRequest describeAlgorithmRequest)
Returns a description of the specified algorithm that is in your account.
- Parameters:
describeAlgorithmRequest-- Returns:
- A Java Future containing the result of the DescribeAlgorithm operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeAlgorithm
default CompletableFuture<DescribeAlgorithmResponse> describeAlgorithm(Consumer<DescribeAlgorithmRequest.Builder> describeAlgorithmRequest)
Returns a description of the specified algorithm that is in your account.
This is a convenience which creates an instance of the
DescribeAlgorithmRequest.Builderavoiding the need to create one manually viaDescribeAlgorithmRequest.builder()- Parameters:
describeAlgorithmRequest- AConsumerthat will call methods onDescribeAlgorithmRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeAlgorithm operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeApp
default CompletableFuture<DescribeAppResponse> describeApp(DescribeAppRequest describeAppRequest)
Describes the app.
- Parameters:
describeAppRequest-- Returns:
- A Java Future containing the result of the DescribeApp operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeApp
default CompletableFuture<DescribeAppResponse> describeApp(Consumer<DescribeAppRequest.Builder> describeAppRequest)
Describes the app.
This is a convenience which creates an instance of the
DescribeAppRequest.Builderavoiding the need to create one manually viaDescribeAppRequest.builder()- Parameters:
describeAppRequest- AConsumerthat will call methods onDescribeAppRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeApp operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeAppImageConfig
default CompletableFuture<DescribeAppImageConfigResponse> describeAppImageConfig(DescribeAppImageConfigRequest describeAppImageConfigRequest)
Describes an AppImageConfig.
- Parameters:
describeAppImageConfigRequest-- Returns:
- A Java Future containing the result of the DescribeAppImageConfig operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeAppImageConfig
default CompletableFuture<DescribeAppImageConfigResponse> describeAppImageConfig(Consumer<DescribeAppImageConfigRequest.Builder> describeAppImageConfigRequest)
Describes an AppImageConfig.
This is a convenience which creates an instance of the
DescribeAppImageConfigRequest.Builderavoiding the need to create one manually viaDescribeAppImageConfigRequest.builder()- Parameters:
describeAppImageConfigRequest- AConsumerthat will call methods onDescribeAppImageConfigRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeAppImageConfig operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeArtifact
default CompletableFuture<DescribeArtifactResponse> describeArtifact(DescribeArtifactRequest describeArtifactRequest)
Describes an artifact.
- Parameters:
describeArtifactRequest-- Returns:
- A Java Future containing the result of the DescribeArtifact operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeArtifact
default CompletableFuture<DescribeArtifactResponse> describeArtifact(Consumer<DescribeArtifactRequest.Builder> describeArtifactRequest)
Describes an artifact.
This is a convenience which creates an instance of the
DescribeArtifactRequest.Builderavoiding the need to create one manually viaDescribeArtifactRequest.builder()- Parameters:
describeArtifactRequest- AConsumerthat will call methods onDescribeArtifactRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeArtifact operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeAutoMLJob
default CompletableFuture<DescribeAutoMlJobResponse> describeAutoMLJob(DescribeAutoMlJobRequest describeAutoMlJobRequest)
Returns information about an AutoML job created by calling CreateAutoMLJob.
AutoML jobs created by calling CreateAutoMLJobV2 cannot be described by
DescribeAutoMLJob.- Parameters:
describeAutoMlJobRequest-- Returns:
- A Java Future containing the result of the DescribeAutoMLJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeAutoMLJob
default CompletableFuture<DescribeAutoMlJobResponse> describeAutoMLJob(Consumer<DescribeAutoMlJobRequest.Builder> describeAutoMlJobRequest)
Returns information about an AutoML job created by calling CreateAutoMLJob.
AutoML jobs created by calling CreateAutoMLJobV2 cannot be described by
DescribeAutoMLJob.
This is a convenience which creates an instance of the
DescribeAutoMlJobRequest.Builderavoiding the need to create one manually viaDescribeAutoMlJobRequest.builder()- Parameters:
describeAutoMlJobRequest- AConsumerthat will call methods onDescribeAutoMlJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeAutoMLJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeAutoMLJobV2
default CompletableFuture<DescribeAutoMlJobV2Response> describeAutoMLJobV2(DescribeAutoMlJobV2Request describeAutoMlJobV2Request)
Returns information about an AutoML job created by calling CreateAutoMLJobV2 or CreateAutoMLJob.
- Parameters:
describeAutoMlJobV2Request-- Returns:
- A Java Future containing the result of the DescribeAutoMLJobV2 operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeAutoMLJobV2
default CompletableFuture<DescribeAutoMlJobV2Response> describeAutoMLJobV2(Consumer<DescribeAutoMlJobV2Request.Builder> describeAutoMlJobV2Request)
Returns information about an AutoML job created by calling CreateAutoMLJobV2 or CreateAutoMLJob.
This is a convenience which creates an instance of the
DescribeAutoMlJobV2Request.Builderavoiding the need to create one manually viaDescribeAutoMlJobV2Request.builder()- Parameters:
describeAutoMlJobV2Request- AConsumerthat will call methods onDescribeAutoMlJobV2Request.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeAutoMLJobV2 operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeCluster
default CompletableFuture<DescribeClusterResponse> describeCluster(DescribeClusterRequest describeClusterRequest)
Retrieves information of a SageMaker HyperPod cluster.
- Parameters:
describeClusterRequest-- Returns:
- A Java Future containing the result of the DescribeCluster operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeCluster
default CompletableFuture<DescribeClusterResponse> describeCluster(Consumer<DescribeClusterRequest.Builder> describeClusterRequest)
Retrieves information of a SageMaker HyperPod cluster.
This is a convenience which creates an instance of the
DescribeClusterRequest.Builderavoiding the need to create one manually viaDescribeClusterRequest.builder()- Parameters:
describeClusterRequest- AConsumerthat will call methods onDescribeClusterRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeCluster operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeClusterNode
default CompletableFuture<DescribeClusterNodeResponse> describeClusterNode(DescribeClusterNodeRequest describeClusterNodeRequest)
Retrieves information of an instance (also called a node interchangeably) of a SageMaker HyperPod cluster.
- Parameters:
describeClusterNodeRequest-- Returns:
- A Java Future containing the result of the DescribeClusterNode operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeClusterNode
default CompletableFuture<DescribeClusterNodeResponse> describeClusterNode(Consumer<DescribeClusterNodeRequest.Builder> describeClusterNodeRequest)
Retrieves information of an instance (also called a node interchangeably) of a SageMaker HyperPod cluster.
This is a convenience which creates an instance of the
DescribeClusterNodeRequest.Builderavoiding the need to create one manually viaDescribeClusterNodeRequest.builder()- Parameters:
describeClusterNodeRequest- AConsumerthat will call methods onDescribeClusterNodeRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeClusterNode operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeCodeRepository
default CompletableFuture<DescribeCodeRepositoryResponse> describeCodeRepository(DescribeCodeRepositoryRequest describeCodeRepositoryRequest)
Gets details about the specified Git repository.
- Parameters:
describeCodeRepositoryRequest-- Returns:
- A Java Future containing the result of the DescribeCodeRepository operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeCodeRepository
default CompletableFuture<DescribeCodeRepositoryResponse> describeCodeRepository(Consumer<DescribeCodeRepositoryRequest.Builder> describeCodeRepositoryRequest)
Gets details about the specified Git repository.
This is a convenience which creates an instance of the
DescribeCodeRepositoryRequest.Builderavoiding the need to create one manually viaDescribeCodeRepositoryRequest.builder()- Parameters:
describeCodeRepositoryRequest- AConsumerthat will call methods onDescribeCodeRepositoryRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeCodeRepository operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeCompilationJob
default CompletableFuture<DescribeCompilationJobResponse> describeCompilationJob(DescribeCompilationJobRequest describeCompilationJobRequest)
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.
- Parameters:
describeCompilationJobRequest-- Returns:
- A Java Future containing the result of the DescribeCompilationJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeCompilationJob
default CompletableFuture<DescribeCompilationJobResponse> describeCompilationJob(Consumer<DescribeCompilationJobRequest.Builder> describeCompilationJobRequest)
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.
This is a convenience which creates an instance of the
DescribeCompilationJobRequest.Builderavoiding the need to create one manually viaDescribeCompilationJobRequest.builder()- Parameters:
describeCompilationJobRequest- AConsumerthat will call methods onDescribeCompilationJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeCompilationJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeContext
default CompletableFuture<DescribeContextResponse> describeContext(DescribeContextRequest describeContextRequest)
Describes a context.
- Parameters:
describeContextRequest-- Returns:
- A Java Future containing the result of the DescribeContext operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeContext
default CompletableFuture<DescribeContextResponse> describeContext(Consumer<DescribeContextRequest.Builder> describeContextRequest)
Describes a context.
This is a convenience which creates an instance of the
DescribeContextRequest.Builderavoiding the need to create one manually viaDescribeContextRequest.builder()- Parameters:
describeContextRequest- AConsumerthat will call methods onDescribeContextRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeContext operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeDataQualityJobDefinition
default CompletableFuture<DescribeDataQualityJobDefinitionResponse> describeDataQualityJobDefinition(DescribeDataQualityJobDefinitionRequest describeDataQualityJobDefinitionRequest)
Gets the details of a data quality monitoring job definition.
- Parameters:
describeDataQualityJobDefinitionRequest-- Returns:
- A Java Future containing the result of the DescribeDataQualityJobDefinition operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeDataQualityJobDefinition
default CompletableFuture<DescribeDataQualityJobDefinitionResponse> describeDataQualityJobDefinition(Consumer<DescribeDataQualityJobDefinitionRequest.Builder> describeDataQualityJobDefinitionRequest)
Gets the details of a data quality monitoring job definition.
This is a convenience which creates an instance of the
DescribeDataQualityJobDefinitionRequest.Builderavoiding the need to create one manually viaDescribeDataQualityJobDefinitionRequest.builder()- Parameters:
describeDataQualityJobDefinitionRequest- AConsumerthat will call methods onDescribeDataQualityJobDefinitionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeDataQualityJobDefinition operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeDevice
default CompletableFuture<DescribeDeviceResponse> describeDevice(DescribeDeviceRequest describeDeviceRequest)
Describes the device.
- Parameters:
describeDeviceRequest-- Returns:
- A Java Future containing the result of the DescribeDevice operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeDevice
default CompletableFuture<DescribeDeviceResponse> describeDevice(Consumer<DescribeDeviceRequest.Builder> describeDeviceRequest)
Describes the device.
This is a convenience which creates an instance of the
DescribeDeviceRequest.Builderavoiding the need to create one manually viaDescribeDeviceRequest.builder()- Parameters:
describeDeviceRequest- AConsumerthat will call methods onDescribeDeviceRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeDevice operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeDeviceFleet
default CompletableFuture<DescribeDeviceFleetResponse> describeDeviceFleet(DescribeDeviceFleetRequest describeDeviceFleetRequest)
A description of the fleet the device belongs to.
- Parameters:
describeDeviceFleetRequest-- Returns:
- A Java Future containing the result of the DescribeDeviceFleet operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeDeviceFleet
default CompletableFuture<DescribeDeviceFleetResponse> describeDeviceFleet(Consumer<DescribeDeviceFleetRequest.Builder> describeDeviceFleetRequest)
A description of the fleet the device belongs to.
This is a convenience which creates an instance of the
DescribeDeviceFleetRequest.Builderavoiding the need to create one manually viaDescribeDeviceFleetRequest.builder()- Parameters:
describeDeviceFleetRequest- AConsumerthat will call methods onDescribeDeviceFleetRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeDeviceFleet operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeDomain
default CompletableFuture<DescribeDomainResponse> describeDomain(DescribeDomainRequest describeDomainRequest)
The description of the domain.
- Parameters:
describeDomainRequest-- Returns:
- A Java Future containing the result of the DescribeDomain operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeDomain
default CompletableFuture<DescribeDomainResponse> describeDomain(Consumer<DescribeDomainRequest.Builder> describeDomainRequest)
The description of the domain.
This is a convenience which creates an instance of the
DescribeDomainRequest.Builderavoiding the need to create one manually viaDescribeDomainRequest.builder()- Parameters:
describeDomainRequest- AConsumerthat will call methods onDescribeDomainRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeDomain operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeEdgeDeploymentPlan
default CompletableFuture<DescribeEdgeDeploymentPlanResponse> describeEdgeDeploymentPlan(DescribeEdgeDeploymentPlanRequest describeEdgeDeploymentPlanRequest)
Describes an edge deployment plan with deployment status per stage.
- Parameters:
describeEdgeDeploymentPlanRequest-- Returns:
- A Java Future containing the result of the DescribeEdgeDeploymentPlan operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeEdgeDeploymentPlan
default CompletableFuture<DescribeEdgeDeploymentPlanResponse> describeEdgeDeploymentPlan(Consumer<DescribeEdgeDeploymentPlanRequest.Builder> describeEdgeDeploymentPlanRequest)
Describes an edge deployment plan with deployment status per stage.
This is a convenience which creates an instance of the
DescribeEdgeDeploymentPlanRequest.Builderavoiding the need to create one manually viaDescribeEdgeDeploymentPlanRequest.builder()- Parameters:
describeEdgeDeploymentPlanRequest- AConsumerthat will call methods onDescribeEdgeDeploymentPlanRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeEdgeDeploymentPlan operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeEdgePackagingJob
default CompletableFuture<DescribeEdgePackagingJobResponse> describeEdgePackagingJob(DescribeEdgePackagingJobRequest describeEdgePackagingJobRequest)
A description of edge packaging jobs.
- Parameters:
describeEdgePackagingJobRequest-- Returns:
- A Java Future containing the result of the DescribeEdgePackagingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeEdgePackagingJob
default CompletableFuture<DescribeEdgePackagingJobResponse> describeEdgePackagingJob(Consumer<DescribeEdgePackagingJobRequest.Builder> describeEdgePackagingJobRequest)
A description of edge packaging jobs.
This is a convenience which creates an instance of the
DescribeEdgePackagingJobRequest.Builderavoiding the need to create one manually viaDescribeEdgePackagingJobRequest.builder()- Parameters:
describeEdgePackagingJobRequest- AConsumerthat will call methods onDescribeEdgePackagingJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeEdgePackagingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeEndpoint
default CompletableFuture<DescribeEndpointResponse> describeEndpoint(DescribeEndpointRequest describeEndpointRequest)
Returns the description of an endpoint.
- Parameters:
describeEndpointRequest-- Returns:
- A Java Future containing the result of the DescribeEndpoint operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeEndpoint
default CompletableFuture<DescribeEndpointResponse> describeEndpoint(Consumer<DescribeEndpointRequest.Builder> describeEndpointRequest)
Returns the description of an endpoint.
This is a convenience which creates an instance of the
DescribeEndpointRequest.Builderavoiding the need to create one manually viaDescribeEndpointRequest.builder()- Parameters:
describeEndpointRequest- AConsumerthat will call methods onDescribeEndpointRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeEndpoint operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeEndpointConfig
default CompletableFuture<DescribeEndpointConfigResponse> describeEndpointConfig(DescribeEndpointConfigRequest describeEndpointConfigRequest)
Returns the description of an endpoint configuration created using the
CreateEndpointConfigAPI.- Parameters:
describeEndpointConfigRequest-- Returns:
- A Java Future containing the result of the DescribeEndpointConfig operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeEndpointConfig
default CompletableFuture<DescribeEndpointConfigResponse> describeEndpointConfig(Consumer<DescribeEndpointConfigRequest.Builder> describeEndpointConfigRequest)
Returns the description of an endpoint configuration created using the
CreateEndpointConfigAPI.
This is a convenience which creates an instance of the
DescribeEndpointConfigRequest.Builderavoiding the need to create one manually viaDescribeEndpointConfigRequest.builder()- Parameters:
describeEndpointConfigRequest- AConsumerthat will call methods onDescribeEndpointConfigRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeEndpointConfig operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeExperiment
default CompletableFuture<DescribeExperimentResponse> describeExperiment(DescribeExperimentRequest describeExperimentRequest)
Provides a list of an experiment's properties.
- Parameters:
describeExperimentRequest-- Returns:
- A Java Future containing the result of the DescribeExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeExperiment
default CompletableFuture<DescribeExperimentResponse> describeExperiment(Consumer<DescribeExperimentRequest.Builder> describeExperimentRequest)
Provides a list of an experiment's properties.
This is a convenience which creates an instance of the
DescribeExperimentRequest.Builderavoiding the need to create one manually viaDescribeExperimentRequest.builder()- Parameters:
describeExperimentRequest- AConsumerthat will call methods onDescribeExperimentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeFeatureGroup
default CompletableFuture<DescribeFeatureGroupResponse> describeFeatureGroup(DescribeFeatureGroupRequest describeFeatureGroupRequest)
Use this operation to describe a
FeatureGroup. The response includes information on the creation time,FeatureGroupname, the unique identifier for eachFeatureGroup, and more.- Parameters:
describeFeatureGroupRequest-- Returns:
- A Java Future containing the result of the DescribeFeatureGroup operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeFeatureGroup
default CompletableFuture<DescribeFeatureGroupResponse> describeFeatureGroup(Consumer<DescribeFeatureGroupRequest.Builder> describeFeatureGroupRequest)
Use this operation to describe a
FeatureGroup. The response includes information on the creation time,FeatureGroupname, the unique identifier for eachFeatureGroup, and more.
This is a convenience which creates an instance of the
DescribeFeatureGroupRequest.Builderavoiding the need to create one manually viaDescribeFeatureGroupRequest.builder()- Parameters:
describeFeatureGroupRequest- AConsumerthat will call methods onDescribeFeatureGroupRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeFeatureGroup operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeFeatureMetadata
default CompletableFuture<DescribeFeatureMetadataResponse> describeFeatureMetadata(DescribeFeatureMetadataRequest describeFeatureMetadataRequest)
Shows the metadata for a feature within a feature group.
- Parameters:
describeFeatureMetadataRequest-- Returns:
- A Java Future containing the result of the DescribeFeatureMetadata operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeFeatureMetadata
default CompletableFuture<DescribeFeatureMetadataResponse> describeFeatureMetadata(Consumer<DescribeFeatureMetadataRequest.Builder> describeFeatureMetadataRequest)
Shows the metadata for a feature within a feature group.
This is a convenience which creates an instance of the
DescribeFeatureMetadataRequest.Builderavoiding the need to create one manually viaDescribeFeatureMetadataRequest.builder()- Parameters:
describeFeatureMetadataRequest- AConsumerthat will call methods onDescribeFeatureMetadataRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeFeatureMetadata operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeFlowDefinition
default CompletableFuture<DescribeFlowDefinitionResponse> describeFlowDefinition(DescribeFlowDefinitionRequest describeFlowDefinitionRequest)
Returns information about the specified flow definition.
- Parameters:
describeFlowDefinitionRequest-- Returns:
- A Java Future containing the result of the DescribeFlowDefinition operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeFlowDefinition
default CompletableFuture<DescribeFlowDefinitionResponse> describeFlowDefinition(Consumer<DescribeFlowDefinitionRequest.Builder> describeFlowDefinitionRequest)
Returns information about the specified flow definition.
This is a convenience which creates an instance of the
DescribeFlowDefinitionRequest.Builderavoiding the need to create one manually viaDescribeFlowDefinitionRequest.builder()- Parameters:
describeFlowDefinitionRequest- AConsumerthat will call methods onDescribeFlowDefinitionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeFlowDefinition operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeHub
default CompletableFuture<DescribeHubResponse> describeHub(DescribeHubRequest describeHubRequest)
Describe a hub.
Hub APIs are only callable through SageMaker Studio.
- Parameters:
describeHubRequest-- Returns:
- A Java Future containing the result of the DescribeHub operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeHub
default CompletableFuture<DescribeHubResponse> describeHub(Consumer<DescribeHubRequest.Builder> describeHubRequest)
Describe a hub.
Hub APIs are only callable through SageMaker Studio.
This is a convenience which creates an instance of the
DescribeHubRequest.Builderavoiding the need to create one manually viaDescribeHubRequest.builder()- Parameters:
describeHubRequest- AConsumerthat will call methods onDescribeHubRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeHub operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeHubContent
default CompletableFuture<DescribeHubContentResponse> describeHubContent(DescribeHubContentRequest describeHubContentRequest)
Describe the content of a hub.
Hub APIs are only callable through SageMaker Studio.
- Parameters:
describeHubContentRequest-- Returns:
- A Java Future containing the result of the DescribeHubContent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeHubContent
default CompletableFuture<DescribeHubContentResponse> describeHubContent(Consumer<DescribeHubContentRequest.Builder> describeHubContentRequest)
Describe the content of a hub.
Hub APIs are only callable through SageMaker Studio.
This is a convenience which creates an instance of the
DescribeHubContentRequest.Builderavoiding the need to create one manually viaDescribeHubContentRequest.builder()- Parameters:
describeHubContentRequest- AConsumerthat will call methods onDescribeHubContentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeHubContent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeHumanTaskUi
default CompletableFuture<DescribeHumanTaskUiResponse> describeHumanTaskUi(DescribeHumanTaskUiRequest describeHumanTaskUiRequest)
Returns information about the requested human task user interface (worker task template).
- Parameters:
describeHumanTaskUiRequest-- Returns:
- A Java Future containing the result of the DescribeHumanTaskUi operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeHumanTaskUi
default CompletableFuture<DescribeHumanTaskUiResponse> describeHumanTaskUi(Consumer<DescribeHumanTaskUiRequest.Builder> describeHumanTaskUiRequest)
Returns information about the requested human task user interface (worker task template).
This is a convenience which creates an instance of the
DescribeHumanTaskUiRequest.Builderavoiding the need to create one manually viaDescribeHumanTaskUiRequest.builder()- Parameters:
describeHumanTaskUiRequest- AConsumerthat will call methods onDescribeHumanTaskUiRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeHumanTaskUi operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeHyperParameterTuningJob
default CompletableFuture<DescribeHyperParameterTuningJobResponse> describeHyperParameterTuningJob(DescribeHyperParameterTuningJobRequest describeHyperParameterTuningJobRequest)
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.
- Parameters:
describeHyperParameterTuningJobRequest-- Returns:
- A Java Future containing the result of the DescribeHyperParameterTuningJob operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeHyperParameterTuningJob
default CompletableFuture<DescribeHyperParameterTuningJobResponse> describeHyperParameterTuningJob(Consumer<DescribeHyperParameterTuningJobRequest.Builder> describeHyperParameterTuningJobRequest)
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.
This is a convenience which creates an instance of the
DescribeHyperParameterTuningJobRequest.Builderavoiding the need to create one manually viaDescribeHyperParameterTuningJobRequest.builder()- Parameters:
describeHyperParameterTuningJobRequest- AConsumerthat will call methods onDescribeHyperParameterTuningJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeHyperParameterTuningJob operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeImage
default CompletableFuture<DescribeImageResponse> describeImage(DescribeImageRequest describeImageRequest)
Describes a SageMaker image.
- Parameters:
describeImageRequest-- Returns:
- A Java Future containing the result of the DescribeImage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeImage
default CompletableFuture<DescribeImageResponse> describeImage(Consumer<DescribeImageRequest.Builder> describeImageRequest)
Describes a SageMaker image.
This is a convenience which creates an instance of the
DescribeImageRequest.Builderavoiding the need to create one manually viaDescribeImageRequest.builder()- Parameters:
describeImageRequest- AConsumerthat will call methods onDescribeImageRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeImage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeImageVersion
default CompletableFuture<DescribeImageVersionResponse> describeImageVersion(DescribeImageVersionRequest describeImageVersionRequest)
Describes a version of a SageMaker image.
- Parameters:
describeImageVersionRequest-- Returns:
- A Java Future containing the result of the DescribeImageVersion operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeImageVersion
default CompletableFuture<DescribeImageVersionResponse> describeImageVersion(Consumer<DescribeImageVersionRequest.Builder> describeImageVersionRequest)
Describes a version of a SageMaker image.
This is a convenience which creates an instance of the
DescribeImageVersionRequest.Builderavoiding the need to create one manually viaDescribeImageVersionRequest.builder()- Parameters:
describeImageVersionRequest- AConsumerthat will call methods onDescribeImageVersionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeImageVersion operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeInferenceComponent
default CompletableFuture<DescribeInferenceComponentResponse> describeInferenceComponent(DescribeInferenceComponentRequest describeInferenceComponentRequest)
Returns information about an inference component.
- Parameters:
describeInferenceComponentRequest-- Returns:
- A Java Future containing the result of the DescribeInferenceComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeInferenceComponent
default CompletableFuture<DescribeInferenceComponentResponse> describeInferenceComponent(Consumer<DescribeInferenceComponentRequest.Builder> describeInferenceComponentRequest)
Returns information about an inference component.
This is a convenience which creates an instance of the
DescribeInferenceComponentRequest.Builderavoiding the need to create one manually viaDescribeInferenceComponentRequest.builder()- Parameters:
describeInferenceComponentRequest- AConsumerthat will call methods onDescribeInferenceComponentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeInferenceComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeInferenceExperiment
default CompletableFuture<DescribeInferenceExperimentResponse> describeInferenceExperiment(DescribeInferenceExperimentRequest describeInferenceExperimentRequest)
Returns details about an inference experiment.
- Parameters:
describeInferenceExperimentRequest-- Returns:
- A Java Future containing the result of the DescribeInferenceExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeInferenceExperiment
default CompletableFuture<DescribeInferenceExperimentResponse> describeInferenceExperiment(Consumer<DescribeInferenceExperimentRequest.Builder> describeInferenceExperimentRequest)
Returns details about an inference experiment.
This is a convenience which creates an instance of the
DescribeInferenceExperimentRequest.Builderavoiding the need to create one manually viaDescribeInferenceExperimentRequest.builder()- Parameters:
describeInferenceExperimentRequest- AConsumerthat will call methods onDescribeInferenceExperimentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeInferenceExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeInferenceRecommendationsJob
default CompletableFuture<DescribeInferenceRecommendationsJobResponse> describeInferenceRecommendationsJob(DescribeInferenceRecommendationsJobRequest describeInferenceRecommendationsJobRequest)
Provides the results of the Inference Recommender job. One or more recommendation jobs are returned.
- Parameters:
describeInferenceRecommendationsJobRequest-- Returns:
- A Java Future containing the result of the DescribeInferenceRecommendationsJob operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeInferenceRecommendationsJob
default CompletableFuture<DescribeInferenceRecommendationsJobResponse> describeInferenceRecommendationsJob(Consumer<DescribeInferenceRecommendationsJobRequest.Builder> describeInferenceRecommendationsJobRequest)
Provides the results of the Inference Recommender job. One or more recommendation jobs are returned.
This is a convenience which creates an instance of the
DescribeInferenceRecommendationsJobRequest.Builderavoiding the need to create one manually viaDescribeInferenceRecommendationsJobRequest.builder()- Parameters:
describeInferenceRecommendationsJobRequest- AConsumerthat will call methods onDescribeInferenceRecommendationsJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeInferenceRecommendationsJob operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeLabelingJob
default CompletableFuture<DescribeLabelingJobResponse> describeLabelingJob(DescribeLabelingJobRequest describeLabelingJobRequest)
Gets information about a labeling job.
- Parameters:
describeLabelingJobRequest-- Returns:
- A Java Future containing the result of the DescribeLabelingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeLabelingJob
default CompletableFuture<DescribeLabelingJobResponse> describeLabelingJob(Consumer<DescribeLabelingJobRequest.Builder> describeLabelingJobRequest)
Gets information about a labeling job.
This is a convenience which creates an instance of the
DescribeLabelingJobRequest.Builderavoiding the need to create one manually viaDescribeLabelingJobRequest.builder()- Parameters:
describeLabelingJobRequest- AConsumerthat will call methods onDescribeLabelingJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeLabelingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeLineageGroup
default CompletableFuture<DescribeLineageGroupResponse> describeLineageGroup(DescribeLineageGroupRequest describeLineageGroupRequest)
Provides a list of properties for the requested lineage group. For more information, see Cross-Account Lineage Tracking in the Amazon SageMaker Developer Guide.
- Parameters:
describeLineageGroupRequest-- Returns:
- A Java Future containing the result of the DescribeLineageGroup operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeLineageGroup
default CompletableFuture<DescribeLineageGroupResponse> describeLineageGroup(Consumer<DescribeLineageGroupRequest.Builder> describeLineageGroupRequest)
Provides a list of properties for the requested lineage group. For more information, see Cross-Account Lineage Tracking in the Amazon SageMaker Developer Guide.
This is a convenience which creates an instance of the
DescribeLineageGroupRequest.Builderavoiding the need to create one manually viaDescribeLineageGroupRequest.builder()- Parameters:
describeLineageGroupRequest- AConsumerthat will call methods onDescribeLineageGroupRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeLineageGroup operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeModel
default CompletableFuture<DescribeModelResponse> describeModel(DescribeModelRequest describeModelRequest)
Describes a model that you created using the
CreateModelAPI.- Parameters:
describeModelRequest-- Returns:
- A Java Future containing the result of the DescribeModel operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeModel
default CompletableFuture<DescribeModelResponse> describeModel(Consumer<DescribeModelRequest.Builder> describeModelRequest)
Describes a model that you created using the
CreateModelAPI.
This is a convenience which creates an instance of the
DescribeModelRequest.Builderavoiding the need to create one manually viaDescribeModelRequest.builder()- Parameters:
describeModelRequest- AConsumerthat will call methods onDescribeModelRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeModel operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeModelBiasJobDefinition
default CompletableFuture<DescribeModelBiasJobDefinitionResponse> describeModelBiasJobDefinition(DescribeModelBiasJobDefinitionRequest describeModelBiasJobDefinitionRequest)
Returns a description of a model bias job definition.
- Parameters:
describeModelBiasJobDefinitionRequest-- Returns:
- A Java Future containing the result of the DescribeModelBiasJobDefinition operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeModelBiasJobDefinition
default CompletableFuture<DescribeModelBiasJobDefinitionResponse> describeModelBiasJobDefinition(Consumer<DescribeModelBiasJobDefinitionRequest.Builder> describeModelBiasJobDefinitionRequest)
Returns a description of a model bias job definition.
This is a convenience which creates an instance of the
DescribeModelBiasJobDefinitionRequest.Builderavoiding the need to create one manually viaDescribeModelBiasJobDefinitionRequest.builder()- Parameters:
describeModelBiasJobDefinitionRequest- AConsumerthat will call methods onDescribeModelBiasJobDefinitionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeModelBiasJobDefinition operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeModelCard
default CompletableFuture<DescribeModelCardResponse> describeModelCard(DescribeModelCardRequest describeModelCardRequest)
Describes the content, creation time, and security configuration of an Amazon SageMaker Model Card.
- Parameters:
describeModelCardRequest-- Returns:
- A Java Future containing the result of the DescribeModelCard operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeModelCard
default CompletableFuture<DescribeModelCardResponse> describeModelCard(Consumer<DescribeModelCardRequest.Builder> describeModelCardRequest)
Describes the content, creation time, and security configuration of an Amazon SageMaker Model Card.
This is a convenience which creates an instance of the
DescribeModelCardRequest.Builderavoiding the need to create one manually viaDescribeModelCardRequest.builder()- Parameters:
describeModelCardRequest- AConsumerthat will call methods onDescribeModelCardRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeModelCard operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeModelCardExportJob
default CompletableFuture<DescribeModelCardExportJobResponse> describeModelCardExportJob(DescribeModelCardExportJobRequest describeModelCardExportJobRequest)
Describes an Amazon SageMaker Model Card export job.
- Parameters:
describeModelCardExportJobRequest-- Returns:
- A Java Future containing the result of the DescribeModelCardExportJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeModelCardExportJob
default CompletableFuture<DescribeModelCardExportJobResponse> describeModelCardExportJob(Consumer<DescribeModelCardExportJobRequest.Builder> describeModelCardExportJobRequest)
Describes an Amazon SageMaker Model Card export job.
This is a convenience which creates an instance of the
DescribeModelCardExportJobRequest.Builderavoiding the need to create one manually viaDescribeModelCardExportJobRequest.builder()- Parameters:
describeModelCardExportJobRequest- AConsumerthat will call methods onDescribeModelCardExportJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeModelCardExportJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeModelExplainabilityJobDefinition
default CompletableFuture<DescribeModelExplainabilityJobDefinitionResponse> describeModelExplainabilityJobDefinition(DescribeModelExplainabilityJobDefinitionRequest describeModelExplainabilityJobDefinitionRequest)
Returns a description of a model explainability job definition.
- Parameters:
describeModelExplainabilityJobDefinitionRequest-- Returns:
- A Java Future containing the result of the DescribeModelExplainabilityJobDefinition operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeModelExplainabilityJobDefinition
default CompletableFuture<DescribeModelExplainabilityJobDefinitionResponse> describeModelExplainabilityJobDefinition(Consumer<DescribeModelExplainabilityJobDefinitionRequest.Builder> describeModelExplainabilityJobDefinitionRequest)
Returns a description of a model explainability job definition.
This is a convenience which creates an instance of the
DescribeModelExplainabilityJobDefinitionRequest.Builderavoiding the need to create one manually viaDescribeModelExplainabilityJobDefinitionRequest.builder()- Parameters:
describeModelExplainabilityJobDefinitionRequest- AConsumerthat will call methods onDescribeModelExplainabilityJobDefinitionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeModelExplainabilityJobDefinition operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeModelPackage
default CompletableFuture<DescribeModelPackageResponse> describeModelPackage(DescribeModelPackageRequest describeModelPackageRequest)
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.
- Parameters:
describeModelPackageRequest-- Returns:
- A Java Future containing the result of the DescribeModelPackage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeModelPackage
default CompletableFuture<DescribeModelPackageResponse> describeModelPackage(Consumer<DescribeModelPackageRequest.Builder> describeModelPackageRequest)
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.
This is a convenience which creates an instance of the
DescribeModelPackageRequest.Builderavoiding the need to create one manually viaDescribeModelPackageRequest.builder()- Parameters:
describeModelPackageRequest- AConsumerthat will call methods onDescribeModelPackageRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeModelPackage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeModelPackageGroup
default CompletableFuture<DescribeModelPackageGroupResponse> describeModelPackageGroup(DescribeModelPackageGroupRequest describeModelPackageGroupRequest)
Gets a description for the specified model group.
- Parameters:
describeModelPackageGroupRequest-- Returns:
- A Java Future containing the result of the DescribeModelPackageGroup operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeModelPackageGroup
default CompletableFuture<DescribeModelPackageGroupResponse> describeModelPackageGroup(Consumer<DescribeModelPackageGroupRequest.Builder> describeModelPackageGroupRequest)
Gets a description for the specified model group.
This is a convenience which creates an instance of the
DescribeModelPackageGroupRequest.Builderavoiding the need to create one manually viaDescribeModelPackageGroupRequest.builder()- Parameters:
describeModelPackageGroupRequest- AConsumerthat will call methods onDescribeModelPackageGroupRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeModelPackageGroup operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeModelQualityJobDefinition
default CompletableFuture<DescribeModelQualityJobDefinitionResponse> describeModelQualityJobDefinition(DescribeModelQualityJobDefinitionRequest describeModelQualityJobDefinitionRequest)
Returns a description of a model quality job definition.
- Parameters:
describeModelQualityJobDefinitionRequest-- Returns:
- A Java Future containing the result of the DescribeModelQualityJobDefinition operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeModelQualityJobDefinition
default CompletableFuture<DescribeModelQualityJobDefinitionResponse> describeModelQualityJobDefinition(Consumer<DescribeModelQualityJobDefinitionRequest.Builder> describeModelQualityJobDefinitionRequest)
Returns a description of a model quality job definition.
This is a convenience which creates an instance of the
DescribeModelQualityJobDefinitionRequest.Builderavoiding the need to create one manually viaDescribeModelQualityJobDefinitionRequest.builder()- Parameters:
describeModelQualityJobDefinitionRequest- AConsumerthat will call methods onDescribeModelQualityJobDefinitionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeModelQualityJobDefinition operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeMonitoringSchedule
default CompletableFuture<DescribeMonitoringScheduleResponse> describeMonitoringSchedule(DescribeMonitoringScheduleRequest describeMonitoringScheduleRequest)
Describes the schedule for a monitoring job.
- Parameters:
describeMonitoringScheduleRequest-- Returns:
- A Java Future containing the result of the DescribeMonitoringSchedule operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeMonitoringSchedule
default CompletableFuture<DescribeMonitoringScheduleResponse> describeMonitoringSchedule(Consumer<DescribeMonitoringScheduleRequest.Builder> describeMonitoringScheduleRequest)
Describes the schedule for a monitoring job.
This is a convenience which creates an instance of the
DescribeMonitoringScheduleRequest.Builderavoiding the need to create one manually viaDescribeMonitoringScheduleRequest.builder()- Parameters:
describeMonitoringScheduleRequest- AConsumerthat will call methods onDescribeMonitoringScheduleRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeMonitoringSchedule operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeNotebookInstance
default CompletableFuture<DescribeNotebookInstanceResponse> describeNotebookInstance(DescribeNotebookInstanceRequest describeNotebookInstanceRequest)
Returns information about a notebook instance.
- Parameters:
describeNotebookInstanceRequest-- Returns:
- A Java Future containing the result of the DescribeNotebookInstance operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeNotebookInstance
default CompletableFuture<DescribeNotebookInstanceResponse> describeNotebookInstance(Consumer<DescribeNotebookInstanceRequest.Builder> describeNotebookInstanceRequest)
Returns information about a notebook instance.
This is a convenience which creates an instance of the
DescribeNotebookInstanceRequest.Builderavoiding the need to create one manually viaDescribeNotebookInstanceRequest.builder()- Parameters:
describeNotebookInstanceRequest- AConsumerthat will call methods onDescribeNotebookInstanceRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeNotebookInstance operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeNotebookInstanceLifecycleConfig
default CompletableFuture<DescribeNotebookInstanceLifecycleConfigResponse> describeNotebookInstanceLifecycleConfig(DescribeNotebookInstanceLifecycleConfigRequest describeNotebookInstanceLifecycleConfigRequest)
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.
- Parameters:
describeNotebookInstanceLifecycleConfigRequest-- Returns:
- A Java Future containing the result of the DescribeNotebookInstanceLifecycleConfig operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeNotebookInstanceLifecycleConfig
default CompletableFuture<DescribeNotebookInstanceLifecycleConfigResponse> describeNotebookInstanceLifecycleConfig(Consumer<DescribeNotebookInstanceLifecycleConfigRequest.Builder> describeNotebookInstanceLifecycleConfigRequest)
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.
This is a convenience which creates an instance of the
DescribeNotebookInstanceLifecycleConfigRequest.Builderavoiding the need to create one manually viaDescribeNotebookInstanceLifecycleConfigRequest.builder()- Parameters:
describeNotebookInstanceLifecycleConfigRequest- AConsumerthat will call methods onDescribeNotebookInstanceLifecycleConfigRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeNotebookInstanceLifecycleConfig operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describePipeline
default CompletableFuture<DescribePipelineResponse> describePipeline(DescribePipelineRequest describePipelineRequest)
Describes the details of a pipeline.
- Parameters:
describePipelineRequest-- Returns:
- A Java Future containing the result of the DescribePipeline operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describePipeline
default CompletableFuture<DescribePipelineResponse> describePipeline(Consumer<DescribePipelineRequest.Builder> describePipelineRequest)
Describes the details of a pipeline.
This is a convenience which creates an instance of the
DescribePipelineRequest.Builderavoiding the need to create one manually viaDescribePipelineRequest.builder()- Parameters:
describePipelineRequest- AConsumerthat will call methods onDescribePipelineRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribePipeline operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describePipelineDefinitionForExecution
default CompletableFuture<DescribePipelineDefinitionForExecutionResponse> describePipelineDefinitionForExecution(DescribePipelineDefinitionForExecutionRequest describePipelineDefinitionForExecutionRequest)
Describes the details of an execution's pipeline definition.
- Parameters:
describePipelineDefinitionForExecutionRequest-- Returns:
- A Java Future containing the result of the DescribePipelineDefinitionForExecution operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describePipelineDefinitionForExecution
default CompletableFuture<DescribePipelineDefinitionForExecutionResponse> describePipelineDefinitionForExecution(Consumer<DescribePipelineDefinitionForExecutionRequest.Builder> describePipelineDefinitionForExecutionRequest)
Describes the details of an execution's pipeline definition.
This is a convenience which creates an instance of the
DescribePipelineDefinitionForExecutionRequest.Builderavoiding the need to create one manually viaDescribePipelineDefinitionForExecutionRequest.builder()- Parameters:
describePipelineDefinitionForExecutionRequest- AConsumerthat will call methods onDescribePipelineDefinitionForExecutionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribePipelineDefinitionForExecution operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describePipelineExecution
default CompletableFuture<DescribePipelineExecutionResponse> describePipelineExecution(DescribePipelineExecutionRequest describePipelineExecutionRequest)
Describes the details of a pipeline execution.
- Parameters:
describePipelineExecutionRequest-- Returns:
- A Java Future containing the result of the DescribePipelineExecution operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describePipelineExecution
default CompletableFuture<DescribePipelineExecutionResponse> describePipelineExecution(Consumer<DescribePipelineExecutionRequest.Builder> describePipelineExecutionRequest)
Describes the details of a pipeline execution.
This is a convenience which creates an instance of the
DescribePipelineExecutionRequest.Builderavoiding the need to create one manually viaDescribePipelineExecutionRequest.builder()- Parameters:
describePipelineExecutionRequest- AConsumerthat will call methods onDescribePipelineExecutionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribePipelineExecution operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeProcessingJob
default CompletableFuture<DescribeProcessingJobResponse> describeProcessingJob(DescribeProcessingJobRequest describeProcessingJobRequest)
Returns a description of a processing job.
- Parameters:
describeProcessingJobRequest-- Returns:
- A Java Future containing the result of the DescribeProcessingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeProcessingJob
default CompletableFuture<DescribeProcessingJobResponse> describeProcessingJob(Consumer<DescribeProcessingJobRequest.Builder> describeProcessingJobRequest)
Returns a description of a processing job.
This is a convenience which creates an instance of the
DescribeProcessingJobRequest.Builderavoiding the need to create one manually viaDescribeProcessingJobRequest.builder()- Parameters:
describeProcessingJobRequest- AConsumerthat will call methods onDescribeProcessingJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeProcessingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeProject
default CompletableFuture<DescribeProjectResponse> describeProject(DescribeProjectRequest describeProjectRequest)
Describes the details of a project.
- Parameters:
describeProjectRequest-- Returns:
- A Java Future containing the result of the DescribeProject operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeProject
default CompletableFuture<DescribeProjectResponse> describeProject(Consumer<DescribeProjectRequest.Builder> describeProjectRequest)
Describes the details of a project.
This is a convenience which creates an instance of the
DescribeProjectRequest.Builderavoiding the need to create one manually viaDescribeProjectRequest.builder()- Parameters:
describeProjectRequest- AConsumerthat will call methods onDescribeProjectRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeProject operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeSpace
default CompletableFuture<DescribeSpaceResponse> describeSpace(DescribeSpaceRequest describeSpaceRequest)
Describes the space.
- Parameters:
describeSpaceRequest-- Returns:
- A Java Future containing the result of the DescribeSpace operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeSpace
default CompletableFuture<DescribeSpaceResponse> describeSpace(Consumer<DescribeSpaceRequest.Builder> describeSpaceRequest)
Describes the space.
This is a convenience which creates an instance of the
DescribeSpaceRequest.Builderavoiding the need to create one manually viaDescribeSpaceRequest.builder()- Parameters:
describeSpaceRequest- AConsumerthat will call methods onDescribeSpaceRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeSpace operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeStudioLifecycleConfig
default CompletableFuture<DescribeStudioLifecycleConfigResponse> describeStudioLifecycleConfig(DescribeStudioLifecycleConfigRequest describeStudioLifecycleConfigRequest)
Describes the Amazon SageMaker Studio Lifecycle Configuration.
- Parameters:
describeStudioLifecycleConfigRequest-- Returns:
- A Java Future containing the result of the DescribeStudioLifecycleConfig operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeStudioLifecycleConfig
default CompletableFuture<DescribeStudioLifecycleConfigResponse> describeStudioLifecycleConfig(Consumer<DescribeStudioLifecycleConfigRequest.Builder> describeStudioLifecycleConfigRequest)
Describes the Amazon SageMaker Studio Lifecycle Configuration.
This is a convenience which creates an instance of the
DescribeStudioLifecycleConfigRequest.Builderavoiding the need to create one manually viaDescribeStudioLifecycleConfigRequest.builder()- Parameters:
describeStudioLifecycleConfigRequest- AConsumerthat will call methods onDescribeStudioLifecycleConfigRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeStudioLifecycleConfig operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeSubscribedWorkteam
default CompletableFuture<DescribeSubscribedWorkteamResponse> describeSubscribedWorkteam(DescribeSubscribedWorkteamRequest describeSubscribedWorkteamRequest)
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.
- Parameters:
describeSubscribedWorkteamRequest-- Returns:
- A Java Future containing the result of the DescribeSubscribedWorkteam operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeSubscribedWorkteam
default CompletableFuture<DescribeSubscribedWorkteamResponse> describeSubscribedWorkteam(Consumer<DescribeSubscribedWorkteamRequest.Builder> describeSubscribedWorkteamRequest)
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.
This is a convenience which creates an instance of the
DescribeSubscribedWorkteamRequest.Builderavoiding the need to create one manually viaDescribeSubscribedWorkteamRequest.builder()- Parameters:
describeSubscribedWorkteamRequest- AConsumerthat will call methods onDescribeSubscribedWorkteamRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeSubscribedWorkteam operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeTrainingJob
default CompletableFuture<DescribeTrainingJobResponse> describeTrainingJob(DescribeTrainingJobRequest describeTrainingJobRequest)
Returns information about a training job.
Some of the attributes below only appear if the training job successfully starts. If the training job fails,
TrainingJobStatusisFailedand, depending on theFailureReason, attributes likeTrainingStartTime,TrainingTimeInSeconds,TrainingEndTime, andBillableTimeInSecondsmay not be present in the response.- Parameters:
describeTrainingJobRequest-- Returns:
- A Java Future containing the result of the DescribeTrainingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeTrainingJob
default CompletableFuture<DescribeTrainingJobResponse> describeTrainingJob(Consumer<DescribeTrainingJobRequest.Builder> describeTrainingJobRequest)
Returns information about a training job.
Some of the attributes below only appear if the training job successfully starts. If the training job fails,
TrainingJobStatusisFailedand, depending on theFailureReason, attributes likeTrainingStartTime,TrainingTimeInSeconds,TrainingEndTime, andBillableTimeInSecondsmay not be present in the response.
This is a convenience which creates an instance of the
DescribeTrainingJobRequest.Builderavoiding the need to create one manually viaDescribeTrainingJobRequest.builder()- Parameters:
describeTrainingJobRequest- AConsumerthat will call methods onDescribeTrainingJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeTrainingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeTransformJob
default CompletableFuture<DescribeTransformJobResponse> describeTransformJob(DescribeTransformJobRequest describeTransformJobRequest)
Returns information about a transform job.
- Parameters:
describeTransformJobRequest-- Returns:
- A Java Future containing the result of the DescribeTransformJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeTransformJob
default CompletableFuture<DescribeTransformJobResponse> describeTransformJob(Consumer<DescribeTransformJobRequest.Builder> describeTransformJobRequest)
Returns information about a transform job.
This is a convenience which creates an instance of the
DescribeTransformJobRequest.Builderavoiding the need to create one manually viaDescribeTransformJobRequest.builder()- Parameters:
describeTransformJobRequest- AConsumerthat will call methods onDescribeTransformJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeTransformJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeTrial
default CompletableFuture<DescribeTrialResponse> describeTrial(DescribeTrialRequest describeTrialRequest)
Provides a list of a trial's properties.
- Parameters:
describeTrialRequest-- Returns:
- A Java Future containing the result of the DescribeTrial operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeTrial
default CompletableFuture<DescribeTrialResponse> describeTrial(Consumer<DescribeTrialRequest.Builder> describeTrialRequest)
Provides a list of a trial's properties.
This is a convenience which creates an instance of the
DescribeTrialRequest.Builderavoiding the need to create one manually viaDescribeTrialRequest.builder()- Parameters:
describeTrialRequest- AConsumerthat will call methods onDescribeTrialRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeTrial operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeTrialComponent
default CompletableFuture<DescribeTrialComponentResponse> describeTrialComponent(DescribeTrialComponentRequest describeTrialComponentRequest)
Provides a list of a trials component's properties.
- Parameters:
describeTrialComponentRequest-- Returns:
- A Java Future containing the result of the DescribeTrialComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeTrialComponent
default CompletableFuture<DescribeTrialComponentResponse> describeTrialComponent(Consumer<DescribeTrialComponentRequest.Builder> describeTrialComponentRequest)
Provides a list of a trials component's properties.
This is a convenience which creates an instance of the
DescribeTrialComponentRequest.Builderavoiding the need to create one manually viaDescribeTrialComponentRequest.builder()- Parameters:
describeTrialComponentRequest- AConsumerthat will call methods onDescribeTrialComponentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeTrialComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeUserProfile
default CompletableFuture<DescribeUserProfileResponse> describeUserProfile(DescribeUserProfileRequest describeUserProfileRequest)
Describes a user profile. For more information, see
CreateUserProfile.- Parameters:
describeUserProfileRequest-- Returns:
- A Java Future containing the result of the DescribeUserProfile operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeUserProfile
default CompletableFuture<DescribeUserProfileResponse> describeUserProfile(Consumer<DescribeUserProfileRequest.Builder> describeUserProfileRequest)
Describes a user profile. For more information, see
CreateUserProfile.
This is a convenience which creates an instance of the
DescribeUserProfileRequest.Builderavoiding the need to create one manually viaDescribeUserProfileRequest.builder()- Parameters:
describeUserProfileRequest- AConsumerthat will call methods onDescribeUserProfileRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeUserProfile operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeWorkforce
default CompletableFuture<DescribeWorkforceResponse> describeWorkforce(DescribeWorkforceRequest describeWorkforceRequest)
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.
- Parameters:
describeWorkforceRequest-- Returns:
- A Java Future containing the result of the DescribeWorkforce operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeWorkforce
default CompletableFuture<DescribeWorkforceResponse> describeWorkforce(Consumer<DescribeWorkforceRequest.Builder> describeWorkforceRequest)
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.
This is a convenience which creates an instance of the
DescribeWorkforceRequest.Builderavoiding the need to create one manually viaDescribeWorkforceRequest.builder()- Parameters:
describeWorkforceRequest- AConsumerthat will call methods onDescribeWorkforceRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeWorkforce operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeWorkteam
default CompletableFuture<DescribeWorkteamResponse> describeWorkteam(DescribeWorkteamRequest describeWorkteamRequest)
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).
- Parameters:
describeWorkteamRequest-- Returns:
- A Java Future containing the result of the DescribeWorkteam operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
describeWorkteam
default CompletableFuture<DescribeWorkteamResponse> describeWorkteam(Consumer<DescribeWorkteamRequest.Builder> describeWorkteamRequest)
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).
This is a convenience which creates an instance of the
DescribeWorkteamRequest.Builderavoiding the need to create one manually viaDescribeWorkteamRequest.builder()- Parameters:
describeWorkteamRequest- AConsumerthat will call methods onDescribeWorkteamRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DescribeWorkteam operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
disableSagemakerServicecatalogPortfolio
default CompletableFuture<DisableSagemakerServicecatalogPortfolioResponse> disableSagemakerServicecatalogPortfolio(DisableSagemakerServicecatalogPortfolioRequest disableSagemakerServicecatalogPortfolioRequest)
Disables using Service Catalog in SageMaker. Service Catalog is used to create SageMaker projects.
- Parameters:
disableSagemakerServicecatalogPortfolioRequest-- Returns:
- A Java Future containing the result of the DisableSagemakerServicecatalogPortfolio operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
disableSagemakerServicecatalogPortfolio
default CompletableFuture<DisableSagemakerServicecatalogPortfolioResponse> disableSagemakerServicecatalogPortfolio(Consumer<DisableSagemakerServicecatalogPortfolioRequest.Builder> disableSagemakerServicecatalogPortfolioRequest)
Disables using Service Catalog in SageMaker. Service Catalog is used to create SageMaker projects.
This is a convenience which creates an instance of the
DisableSagemakerServicecatalogPortfolioRequest.Builderavoiding the need to create one manually viaDisableSagemakerServicecatalogPortfolioRequest.builder()- Parameters:
disableSagemakerServicecatalogPortfolioRequest- AConsumerthat will call methods onDisableSagemakerServicecatalogPortfolioRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DisableSagemakerServicecatalogPortfolio operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
disassociateTrialComponent
default CompletableFuture<DisassociateTrialComponentResponse> disassociateTrialComponent(DisassociateTrialComponentRequest disassociateTrialComponentRequest)
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
ExperimentTrialComponentfor theResourceparameter. The list appears in the response underResults.TrialComponent.Parents.- Parameters:
disassociateTrialComponentRequest-- Returns:
- A Java Future containing the result of the DisassociateTrialComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
disassociateTrialComponent
default CompletableFuture<DisassociateTrialComponentResponse> disassociateTrialComponent(Consumer<DisassociateTrialComponentRequest.Builder> disassociateTrialComponentRequest)
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
ExperimentTrialComponentfor theResourceparameter. The list appears in the response underResults.TrialComponent.Parents.
This is a convenience which creates an instance of the
DisassociateTrialComponentRequest.Builderavoiding the need to create one manually viaDisassociateTrialComponentRequest.builder()- Parameters:
disassociateTrialComponentRequest- AConsumerthat will call methods onDisassociateTrialComponentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the DisassociateTrialComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
enableSagemakerServicecatalogPortfolio
default CompletableFuture<EnableSagemakerServicecatalogPortfolioResponse> enableSagemakerServicecatalogPortfolio(EnableSagemakerServicecatalogPortfolioRequest enableSagemakerServicecatalogPortfolioRequest)
Enables using Service Catalog in SageMaker. Service Catalog is used to create SageMaker projects.
- Parameters:
enableSagemakerServicecatalogPortfolioRequest-- Returns:
- A Java Future containing the result of the EnableSagemakerServicecatalogPortfolio operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
enableSagemakerServicecatalogPortfolio
default CompletableFuture<EnableSagemakerServicecatalogPortfolioResponse> enableSagemakerServicecatalogPortfolio(Consumer<EnableSagemakerServicecatalogPortfolioRequest.Builder> enableSagemakerServicecatalogPortfolioRequest)
Enables using Service Catalog in SageMaker. Service Catalog is used to create SageMaker projects.
This is a convenience which creates an instance of the
EnableSagemakerServicecatalogPortfolioRequest.Builderavoiding the need to create one manually viaEnableSagemakerServicecatalogPortfolioRequest.builder()- Parameters:
enableSagemakerServicecatalogPortfolioRequest- AConsumerthat will call methods onEnableSagemakerServicecatalogPortfolioRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the EnableSagemakerServicecatalogPortfolio operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
getDeviceFleetReport
default CompletableFuture<GetDeviceFleetReportResponse> getDeviceFleetReport(GetDeviceFleetReportRequest getDeviceFleetReportRequest)
Describes a fleet.
- Parameters:
getDeviceFleetReportRequest-- Returns:
- A Java Future containing the result of the GetDeviceFleetReport operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
getDeviceFleetReport
default CompletableFuture<GetDeviceFleetReportResponse> getDeviceFleetReport(Consumer<GetDeviceFleetReportRequest.Builder> getDeviceFleetReportRequest)
Describes a fleet.
This is a convenience which creates an instance of the
GetDeviceFleetReportRequest.Builderavoiding the need to create one manually viaGetDeviceFleetReportRequest.builder()- Parameters:
getDeviceFleetReportRequest- AConsumerthat will call methods onGetDeviceFleetReportRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the GetDeviceFleetReport operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
getLineageGroupPolicy
default CompletableFuture<GetLineageGroupPolicyResponse> getLineageGroupPolicy(GetLineageGroupPolicyRequest getLineageGroupPolicyRequest)
The resource policy for the lineage group.
- Parameters:
getLineageGroupPolicyRequest-- Returns:
- A Java Future containing the result of the GetLineageGroupPolicy operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
getLineageGroupPolicy
default CompletableFuture<GetLineageGroupPolicyResponse> getLineageGroupPolicy(Consumer<GetLineageGroupPolicyRequest.Builder> getLineageGroupPolicyRequest)
The resource policy for the lineage group.
This is a convenience which creates an instance of the
GetLineageGroupPolicyRequest.Builderavoiding the need to create one manually viaGetLineageGroupPolicyRequest.builder()- Parameters:
getLineageGroupPolicyRequest- AConsumerthat will call methods onGetLineageGroupPolicyRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the GetLineageGroupPolicy operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
getModelPackageGroupPolicy
default CompletableFuture<GetModelPackageGroupPolicyResponse> getModelPackageGroupPolicy(GetModelPackageGroupPolicyRequest getModelPackageGroupPolicyRequest)
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..
- Parameters:
getModelPackageGroupPolicyRequest-- Returns:
- A Java Future containing the result of the GetModelPackageGroupPolicy operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
getModelPackageGroupPolicy
default CompletableFuture<GetModelPackageGroupPolicyResponse> getModelPackageGroupPolicy(Consumer<GetModelPackageGroupPolicyRequest.Builder> getModelPackageGroupPolicyRequest)
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..
This is a convenience which creates an instance of the
GetModelPackageGroupPolicyRequest.Builderavoiding the need to create one manually viaGetModelPackageGroupPolicyRequest.builder()- Parameters:
getModelPackageGroupPolicyRequest- AConsumerthat will call methods onGetModelPackageGroupPolicyRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the GetModelPackageGroupPolicy operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
getSagemakerServicecatalogPortfolioStatus
default CompletableFuture<GetSagemakerServicecatalogPortfolioStatusResponse> getSagemakerServicecatalogPortfolioStatus(GetSagemakerServicecatalogPortfolioStatusRequest getSagemakerServicecatalogPortfolioStatusRequest)
Gets the status of Service Catalog in SageMaker. Service Catalog is used to create SageMaker projects.
- Parameters:
getSagemakerServicecatalogPortfolioStatusRequest-- Returns:
- A Java Future containing the result of the GetSagemakerServicecatalogPortfolioStatus operation returned
by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
getSagemakerServicecatalogPortfolioStatus
default CompletableFuture<GetSagemakerServicecatalogPortfolioStatusResponse> getSagemakerServicecatalogPortfolioStatus(Consumer<GetSagemakerServicecatalogPortfolioStatusRequest.Builder> getSagemakerServicecatalogPortfolioStatusRequest)
Gets the status of Service Catalog in SageMaker. Service Catalog is used to create SageMaker projects.
This is a convenience which creates an instance of the
GetSagemakerServicecatalogPortfolioStatusRequest.Builderavoiding the need to create one manually viaGetSagemakerServicecatalogPortfolioStatusRequest.builder()- Parameters:
getSagemakerServicecatalogPortfolioStatusRequest- AConsumerthat will call methods onGetSagemakerServicecatalogPortfolioStatusRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the GetSagemakerServicecatalogPortfolioStatus operation returned
by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
getScalingConfigurationRecommendation
default CompletableFuture<GetScalingConfigurationRecommendationResponse> getScalingConfigurationRecommendation(GetScalingConfigurationRecommendationRequest getScalingConfigurationRecommendationRequest)
Starts an Amazon SageMaker Inference Recommender autoscaling recommendation job. Returns recommendations for autoscaling policies that you can apply to your SageMaker endpoint.
- Parameters:
getScalingConfigurationRecommendationRequest-- Returns:
- A Java Future containing the result of the GetScalingConfigurationRecommendation operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
getScalingConfigurationRecommendation
default CompletableFuture<GetScalingConfigurationRecommendationResponse> getScalingConfigurationRecommendation(Consumer<GetScalingConfigurationRecommendationRequest.Builder> getScalingConfigurationRecommendationRequest)
Starts an Amazon SageMaker Inference Recommender autoscaling recommendation job. Returns recommendations for autoscaling policies that you can apply to your SageMaker endpoint.
This is a convenience which creates an instance of the
GetScalingConfigurationRecommendationRequest.Builderavoiding the need to create one manually viaGetScalingConfigurationRecommendationRequest.builder()- Parameters:
getScalingConfigurationRecommendationRequest- AConsumerthat will call methods onGetScalingConfigurationRecommendationRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the GetScalingConfigurationRecommendation operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
getSearchSuggestions
default CompletableFuture<GetSearchSuggestionsResponse> getSearchSuggestions(GetSearchSuggestionsRequest getSearchSuggestionsRequest)
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
Searchqueries. Provides suggestions forHyperParameters,Tags, andMetrics.- Parameters:
getSearchSuggestionsRequest-- Returns:
- A Java Future containing the result of the GetSearchSuggestions operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
getSearchSuggestions
default CompletableFuture<GetSearchSuggestionsResponse> getSearchSuggestions(Consumer<GetSearchSuggestionsRequest.Builder> getSearchSuggestionsRequest)
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
Searchqueries. Provides suggestions forHyperParameters,Tags, andMetrics.
This is a convenience which creates an instance of the
GetSearchSuggestionsRequest.Builderavoiding the need to create one manually viaGetSearchSuggestionsRequest.builder()- Parameters:
getSearchSuggestionsRequest- AConsumerthat will call methods onGetSearchSuggestionsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the GetSearchSuggestions operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
importHubContent
default CompletableFuture<ImportHubContentResponse> importHubContent(ImportHubContentRequest importHubContentRequest)
Import hub content.
Hub APIs are only callable through SageMaker Studio.
- Parameters:
importHubContentRequest-- Returns:
- A Java Future containing the result of the ImportHubContent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
importHubContent
default CompletableFuture<ImportHubContentResponse> importHubContent(Consumer<ImportHubContentRequest.Builder> importHubContentRequest)
Import hub content.
Hub APIs are only callable through SageMaker Studio.
This is a convenience which creates an instance of the
ImportHubContentRequest.Builderavoiding the need to create one manually viaImportHubContentRequest.builder()- Parameters:
importHubContentRequest- AConsumerthat will call methods onImportHubContentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ImportHubContent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listActions
default CompletableFuture<ListActionsResponse> listActions(ListActionsRequest listActionsRequest)
Lists the actions in your account and their properties.
- Parameters:
listActionsRequest-- Returns:
- A Java Future containing the result of the ListActions operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listActions
default CompletableFuture<ListActionsResponse> listActions(Consumer<ListActionsRequest.Builder> listActionsRequest)
Lists the actions in your account and their properties.
This is a convenience which creates an instance of the
ListActionsRequest.Builderavoiding the need to create one manually viaListActionsRequest.builder()- Parameters:
listActionsRequest- AConsumerthat will call methods onListActionsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListActions operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listActionsPaginator
default ListActionsPublisher listActionsPaginator(ListActionsRequest listActionsRequest)
Lists the actions in your account and their properties.
This is a variant of
listActions(software.amazon.awssdk.services.sagemaker.model.ListActionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListActionsPublisher publisher = client.listActionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListActionsPublisher publisher = client.listActionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListActionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListActionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listActions(software.amazon.awssdk.services.sagemaker.model.ListActionsRequest)operation.- Parameters:
listActionsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listActionsPaginator
default ListActionsPublisher listActionsPaginator(Consumer<ListActionsRequest.Builder> listActionsRequest)
Lists the actions in your account and their properties.
This is a variant of
listActions(software.amazon.awssdk.services.sagemaker.model.ListActionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListActionsPublisher publisher = client.listActionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListActionsPublisher publisher = client.listActionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListActionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListActionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listActions(software.amazon.awssdk.services.sagemaker.model.ListActionsRequest)operation.This is a convenience which creates an instance of the
ListActionsRequest.Builderavoiding the need to create one manually viaListActionsRequest.builder()- Parameters:
listActionsRequest- AConsumerthat will call methods onListActionsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAlgorithms
default CompletableFuture<ListAlgorithmsResponse> listAlgorithms(ListAlgorithmsRequest listAlgorithmsRequest)
Lists the machine learning algorithms that have been created.
- Parameters:
listAlgorithmsRequest-- Returns:
- A Java Future containing the result of the ListAlgorithms operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAlgorithms
default CompletableFuture<ListAlgorithmsResponse> listAlgorithms(Consumer<ListAlgorithmsRequest.Builder> listAlgorithmsRequest)
Lists the machine learning algorithms that have been created.
This is a convenience which creates an instance of the
ListAlgorithmsRequest.Builderavoiding the need to create one manually viaListAlgorithmsRequest.builder()- Parameters:
listAlgorithmsRequest- AConsumerthat will call methods onListAlgorithmsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListAlgorithms operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAlgorithms
default CompletableFuture<ListAlgorithmsResponse> listAlgorithms()
Lists the machine learning algorithms that have been created.
- Returns:
- A Java Future containing the result of the ListAlgorithms operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAlgorithmsPaginator
default ListAlgorithmsPublisher listAlgorithmsPaginator()
Lists the machine learning algorithms that have been created.
This is a variant of
listAlgorithms(software.amazon.awssdk.services.sagemaker.model.ListAlgorithmsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListAlgorithmsPublisher publisher = client.listAlgorithmsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListAlgorithmsPublisher publisher = client.listAlgorithmsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListAlgorithmsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListAlgorithmsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listAlgorithms(software.amazon.awssdk.services.sagemaker.model.ListAlgorithmsRequest)operation.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAlgorithmsPaginator
default ListAlgorithmsPublisher listAlgorithmsPaginator(ListAlgorithmsRequest listAlgorithmsRequest)
Lists the machine learning algorithms that have been created.
This is a variant of
listAlgorithms(software.amazon.awssdk.services.sagemaker.model.ListAlgorithmsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListAlgorithmsPublisher publisher = client.listAlgorithmsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListAlgorithmsPublisher publisher = client.listAlgorithmsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListAlgorithmsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListAlgorithmsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listAlgorithms(software.amazon.awssdk.services.sagemaker.model.ListAlgorithmsRequest)operation.- Parameters:
listAlgorithmsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAlgorithmsPaginator
default ListAlgorithmsPublisher listAlgorithmsPaginator(Consumer<ListAlgorithmsRequest.Builder> listAlgorithmsRequest)
Lists the machine learning algorithms that have been created.
This is a variant of
listAlgorithms(software.amazon.awssdk.services.sagemaker.model.ListAlgorithmsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListAlgorithmsPublisher publisher = client.listAlgorithmsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListAlgorithmsPublisher publisher = client.listAlgorithmsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListAlgorithmsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListAlgorithmsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listAlgorithms(software.amazon.awssdk.services.sagemaker.model.ListAlgorithmsRequest)operation.This is a convenience which creates an instance of the
ListAlgorithmsRequest.Builderavoiding the need to create one manually viaListAlgorithmsRequest.builder()- Parameters:
listAlgorithmsRequest- AConsumerthat will call methods onListAlgorithmsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAliases
default CompletableFuture<ListAliasesResponse> listAliases(ListAliasesRequest listAliasesRequest)
Lists the aliases of a specified image or image version.
- Parameters:
listAliasesRequest-- Returns:
- A Java Future containing the result of the ListAliases operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAliases
default CompletableFuture<ListAliasesResponse> listAliases(Consumer<ListAliasesRequest.Builder> listAliasesRequest)
Lists the aliases of a specified image or image version.
This is a convenience which creates an instance of the
ListAliasesRequest.Builderavoiding the need to create one manually viaListAliasesRequest.builder()- Parameters:
listAliasesRequest- AConsumerthat will call methods onListAliasesRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListAliases operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAliasesPaginator
default ListAliasesPublisher listAliasesPaginator(ListAliasesRequest listAliasesRequest)
Lists the aliases of a specified image or image version.
This is a variant of
listAliases(software.amazon.awssdk.services.sagemaker.model.ListAliasesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListAliasesPublisher publisher = client.listAliasesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListAliasesPublisher publisher = client.listAliasesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListAliasesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListAliasesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listAliases(software.amazon.awssdk.services.sagemaker.model.ListAliasesRequest)operation.- Parameters:
listAliasesRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAliasesPaginator
default ListAliasesPublisher listAliasesPaginator(Consumer<ListAliasesRequest.Builder> listAliasesRequest)
Lists the aliases of a specified image or image version.
This is a variant of
listAliases(software.amazon.awssdk.services.sagemaker.model.ListAliasesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListAliasesPublisher publisher = client.listAliasesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListAliasesPublisher publisher = client.listAliasesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListAliasesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListAliasesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listAliases(software.amazon.awssdk.services.sagemaker.model.ListAliasesRequest)operation.This is a convenience which creates an instance of the
ListAliasesRequest.Builderavoiding the need to create one manually viaListAliasesRequest.builder()- Parameters:
listAliasesRequest- AConsumerthat will call methods onListAliasesRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAppImageConfigs
default CompletableFuture<ListAppImageConfigsResponse> listAppImageConfigs(ListAppImageConfigsRequest listAppImageConfigsRequest)
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.
- Parameters:
listAppImageConfigsRequest-- Returns:
- A Java Future containing the result of the ListAppImageConfigs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAppImageConfigs
default CompletableFuture<ListAppImageConfigsResponse> listAppImageConfigs(Consumer<ListAppImageConfigsRequest.Builder> listAppImageConfigsRequest)
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.
This is a convenience which creates an instance of the
ListAppImageConfigsRequest.Builderavoiding the need to create one manually viaListAppImageConfigsRequest.builder()- Parameters:
listAppImageConfigsRequest- AConsumerthat will call methods onListAppImageConfigsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListAppImageConfigs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAppImageConfigsPaginator
default ListAppImageConfigsPublisher listAppImageConfigsPaginator(ListAppImageConfigsRequest listAppImageConfigsRequest)
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.
This is a variant of
listAppImageConfigs(software.amazon.awssdk.services.sagemaker.model.ListAppImageConfigsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListAppImageConfigsPublisher publisher = client.listAppImageConfigsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListAppImageConfigsPublisher publisher = client.listAppImageConfigsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListAppImageConfigsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListAppImageConfigsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listAppImageConfigs(software.amazon.awssdk.services.sagemaker.model.ListAppImageConfigsRequest)operation.- Parameters:
listAppImageConfigsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAppImageConfigsPaginator
default ListAppImageConfigsPublisher listAppImageConfigsPaginator(Consumer<ListAppImageConfigsRequest.Builder> listAppImageConfigsRequest)
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.
This is a variant of
listAppImageConfigs(software.amazon.awssdk.services.sagemaker.model.ListAppImageConfigsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListAppImageConfigsPublisher publisher = client.listAppImageConfigsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListAppImageConfigsPublisher publisher = client.listAppImageConfigsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListAppImageConfigsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListAppImageConfigsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listAppImageConfigs(software.amazon.awssdk.services.sagemaker.model.ListAppImageConfigsRequest)operation.This is a convenience which creates an instance of the
ListAppImageConfigsRequest.Builderavoiding the need to create one manually viaListAppImageConfigsRequest.builder()- Parameters:
listAppImageConfigsRequest- AConsumerthat will call methods onListAppImageConfigsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listApps
default CompletableFuture<ListAppsResponse> listApps(ListAppsRequest listAppsRequest)
Lists apps.
- Parameters:
listAppsRequest-- Returns:
- A Java Future containing the result of the ListApps operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listApps
default CompletableFuture<ListAppsResponse> listApps(Consumer<ListAppsRequest.Builder> listAppsRequest)
Lists apps.
This is a convenience which creates an instance of the
ListAppsRequest.Builderavoiding the need to create one manually viaListAppsRequest.builder()- Parameters:
listAppsRequest- AConsumerthat will call methods onListAppsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListApps operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAppsPaginator
default ListAppsPublisher listAppsPaginator(ListAppsRequest listAppsRequest)
Lists apps.
This is a variant of
listApps(software.amazon.awssdk.services.sagemaker.model.ListAppsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListAppsPublisher publisher = client.listAppsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListAppsPublisher publisher = client.listAppsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListAppsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListAppsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listApps(software.amazon.awssdk.services.sagemaker.model.ListAppsRequest)operation.- Parameters:
listAppsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAppsPaginator
default ListAppsPublisher listAppsPaginator(Consumer<ListAppsRequest.Builder> listAppsRequest)
Lists apps.
This is a variant of
listApps(software.amazon.awssdk.services.sagemaker.model.ListAppsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListAppsPublisher publisher = client.listAppsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListAppsPublisher publisher = client.listAppsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListAppsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListAppsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listApps(software.amazon.awssdk.services.sagemaker.model.ListAppsRequest)operation.This is a convenience which creates an instance of the
ListAppsRequest.Builderavoiding the need to create one manually viaListAppsRequest.builder()- Parameters:
listAppsRequest- AConsumerthat will call methods onListAppsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listArtifacts
default CompletableFuture<ListArtifactsResponse> listArtifacts(ListArtifactsRequest listArtifactsRequest)
Lists the artifacts in your account and their properties.
- Parameters:
listArtifactsRequest-- Returns:
- A Java Future containing the result of the ListArtifacts operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listArtifacts
default CompletableFuture<ListArtifactsResponse> listArtifacts(Consumer<ListArtifactsRequest.Builder> listArtifactsRequest)
Lists the artifacts in your account and their properties.
This is a convenience which creates an instance of the
ListArtifactsRequest.Builderavoiding the need to create one manually viaListArtifactsRequest.builder()- Parameters:
listArtifactsRequest- AConsumerthat will call methods onListArtifactsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListArtifacts operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listArtifactsPaginator
default ListArtifactsPublisher listArtifactsPaginator(ListArtifactsRequest listArtifactsRequest)
Lists the artifacts in your account and their properties.
This is a variant of
listArtifacts(software.amazon.awssdk.services.sagemaker.model.ListArtifactsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListArtifactsPublisher publisher = client.listArtifactsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListArtifactsPublisher publisher = client.listArtifactsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListArtifactsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListArtifactsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listArtifacts(software.amazon.awssdk.services.sagemaker.model.ListArtifactsRequest)operation.- Parameters:
listArtifactsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listArtifactsPaginator
default ListArtifactsPublisher listArtifactsPaginator(Consumer<ListArtifactsRequest.Builder> listArtifactsRequest)
Lists the artifacts in your account and their properties.
This is a variant of
listArtifacts(software.amazon.awssdk.services.sagemaker.model.ListArtifactsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListArtifactsPublisher publisher = client.listArtifactsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListArtifactsPublisher publisher = client.listArtifactsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListArtifactsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListArtifactsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listArtifacts(software.amazon.awssdk.services.sagemaker.model.ListArtifactsRequest)operation.This is a convenience which creates an instance of the
ListArtifactsRequest.Builderavoiding the need to create one manually viaListArtifactsRequest.builder()- Parameters:
listArtifactsRequest- AConsumerthat will call methods onListArtifactsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAssociations
default CompletableFuture<ListAssociationsResponse> listAssociations(ListAssociationsRequest listAssociationsRequest)
Lists the associations in your account and their properties.
- Parameters:
listAssociationsRequest-- Returns:
- A Java Future containing the result of the ListAssociations operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAssociations
default CompletableFuture<ListAssociationsResponse> listAssociations(Consumer<ListAssociationsRequest.Builder> listAssociationsRequest)
Lists the associations in your account and their properties.
This is a convenience which creates an instance of the
ListAssociationsRequest.Builderavoiding the need to create one manually viaListAssociationsRequest.builder()- Parameters:
listAssociationsRequest- AConsumerthat will call methods onListAssociationsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListAssociations operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAssociationsPaginator
default ListAssociationsPublisher listAssociationsPaginator(ListAssociationsRequest listAssociationsRequest)
Lists the associations in your account and their properties.
This is a variant of
listAssociations(software.amazon.awssdk.services.sagemaker.model.ListAssociationsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListAssociationsPublisher publisher = client.listAssociationsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListAssociationsPublisher publisher = client.listAssociationsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListAssociationsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListAssociationsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listAssociations(software.amazon.awssdk.services.sagemaker.model.ListAssociationsRequest)operation.- Parameters:
listAssociationsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAssociationsPaginator
default ListAssociationsPublisher listAssociationsPaginator(Consumer<ListAssociationsRequest.Builder> listAssociationsRequest)
Lists the associations in your account and their properties.
This is a variant of
listAssociations(software.amazon.awssdk.services.sagemaker.model.ListAssociationsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListAssociationsPublisher publisher = client.listAssociationsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListAssociationsPublisher publisher = client.listAssociationsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListAssociationsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListAssociationsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listAssociations(software.amazon.awssdk.services.sagemaker.model.ListAssociationsRequest)operation.This is a convenience which creates an instance of the
ListAssociationsRequest.Builderavoiding the need to create one manually viaListAssociationsRequest.builder()- Parameters:
listAssociationsRequest- AConsumerthat will call methods onListAssociationsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAutoMLJobs
default CompletableFuture<ListAutoMlJobsResponse> listAutoMLJobs(ListAutoMlJobsRequest listAutoMlJobsRequest)
Request a list of jobs.
- Parameters:
listAutoMlJobsRequest-- Returns:
- A Java Future containing the result of the ListAutoMLJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAutoMLJobs
default CompletableFuture<ListAutoMlJobsResponse> listAutoMLJobs(Consumer<ListAutoMlJobsRequest.Builder> listAutoMlJobsRequest)
Request a list of jobs.
This is a convenience which creates an instance of the
ListAutoMlJobsRequest.Builderavoiding the need to create one manually viaListAutoMlJobsRequest.builder()- Parameters:
listAutoMlJobsRequest- AConsumerthat will call methods onListAutoMlJobsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListAutoMLJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAutoMLJobsPaginator
default ListAutoMLJobsPublisher listAutoMLJobsPaginator(ListAutoMlJobsRequest listAutoMlJobsRequest)
Request a list of jobs.
This is a variant of
listAutoMLJobs(software.amazon.awssdk.services.sagemaker.model.ListAutoMlJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListAutoMLJobsPublisher publisher = client.listAutoMLJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListAutoMLJobsPublisher publisher = client.listAutoMLJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListAutoMlJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListAutoMlJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listAutoMLJobs(software.amazon.awssdk.services.sagemaker.model.ListAutoMlJobsRequest)operation.- Parameters:
listAutoMlJobsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listAutoMLJobsPaginator
default ListAutoMLJobsPublisher listAutoMLJobsPaginator(Consumer<ListAutoMlJobsRequest.Builder> listAutoMlJobsRequest)
Request a list of jobs.
This is a variant of
listAutoMLJobs(software.amazon.awssdk.services.sagemaker.model.ListAutoMlJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListAutoMLJobsPublisher publisher = client.listAutoMLJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListAutoMLJobsPublisher publisher = client.listAutoMLJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListAutoMlJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListAutoMlJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listAutoMLJobs(software.amazon.awssdk.services.sagemaker.model.ListAutoMlJobsRequest)operation.This is a convenience which creates an instance of the
ListAutoMlJobsRequest.Builderavoiding the need to create one manually viaListAutoMlJobsRequest.builder()- Parameters:
listAutoMlJobsRequest- AConsumerthat will call methods onListAutoMlJobsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listCandidatesForAutoMLJob
default CompletableFuture<ListCandidatesForAutoMlJobResponse> listCandidatesForAutoMLJob(ListCandidatesForAutoMlJobRequest listCandidatesForAutoMlJobRequest)
List the candidates created for the job.
- Parameters:
listCandidatesForAutoMlJobRequest-- Returns:
- A Java Future containing the result of the ListCandidatesForAutoMLJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listCandidatesForAutoMLJob
default CompletableFuture<ListCandidatesForAutoMlJobResponse> listCandidatesForAutoMLJob(Consumer<ListCandidatesForAutoMlJobRequest.Builder> listCandidatesForAutoMlJobRequest)
List the candidates created for the job.
This is a convenience which creates an instance of the
ListCandidatesForAutoMlJobRequest.Builderavoiding the need to create one manually viaListCandidatesForAutoMlJobRequest.builder()- Parameters:
listCandidatesForAutoMlJobRequest- AConsumerthat will call methods onListCandidatesForAutoMlJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListCandidatesForAutoMLJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listCandidatesForAutoMLJobPaginator
default ListCandidatesForAutoMLJobPublisher listCandidatesForAutoMLJobPaginator(ListCandidatesForAutoMlJobRequest listCandidatesForAutoMlJobRequest)
List the candidates created for the job.
This is a variant of
listCandidatesForAutoMLJob(software.amazon.awssdk.services.sagemaker.model.ListCandidatesForAutoMlJobRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListCandidatesForAutoMLJobPublisher publisher = client.listCandidatesForAutoMLJobPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListCandidatesForAutoMLJobPublisher publisher = client.listCandidatesForAutoMLJobPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListCandidatesForAutoMlJobResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListCandidatesForAutoMlJobResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listCandidatesForAutoMLJob(software.amazon.awssdk.services.sagemaker.model.ListCandidatesForAutoMlJobRequest)operation.- Parameters:
listCandidatesForAutoMlJobRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listCandidatesForAutoMLJobPaginator
default ListCandidatesForAutoMLJobPublisher listCandidatesForAutoMLJobPaginator(Consumer<ListCandidatesForAutoMlJobRequest.Builder> listCandidatesForAutoMlJobRequest)
List the candidates created for the job.
This is a variant of
listCandidatesForAutoMLJob(software.amazon.awssdk.services.sagemaker.model.ListCandidatesForAutoMlJobRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListCandidatesForAutoMLJobPublisher publisher = client.listCandidatesForAutoMLJobPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListCandidatesForAutoMLJobPublisher publisher = client.listCandidatesForAutoMLJobPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListCandidatesForAutoMlJobResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListCandidatesForAutoMlJobResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listCandidatesForAutoMLJob(software.amazon.awssdk.services.sagemaker.model.ListCandidatesForAutoMlJobRequest)operation.This is a convenience which creates an instance of the
ListCandidatesForAutoMlJobRequest.Builderavoiding the need to create one manually viaListCandidatesForAutoMlJobRequest.builder()- Parameters:
listCandidatesForAutoMlJobRequest- AConsumerthat will call methods onListCandidatesForAutoMlJobRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listClusterNodes
default CompletableFuture<ListClusterNodesResponse> listClusterNodes(ListClusterNodesRequest listClusterNodesRequest)
Retrieves the list of instances (also called nodes interchangeably) in a SageMaker HyperPod cluster.
- Parameters:
listClusterNodesRequest-- Returns:
- A Java Future containing the result of the ListClusterNodes operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listClusterNodes
default CompletableFuture<ListClusterNodesResponse> listClusterNodes(Consumer<ListClusterNodesRequest.Builder> listClusterNodesRequest)
Retrieves the list of instances (also called nodes interchangeably) in a SageMaker HyperPod cluster.
This is a convenience which creates an instance of the
ListClusterNodesRequest.Builderavoiding the need to create one manually viaListClusterNodesRequest.builder()- Parameters:
listClusterNodesRequest- AConsumerthat will call methods onListClusterNodesRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListClusterNodes operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listClusterNodesPaginator
default ListClusterNodesPublisher listClusterNodesPaginator(ListClusterNodesRequest listClusterNodesRequest)
Retrieves the list of instances (also called nodes interchangeably) in a SageMaker HyperPod cluster.
This is a variant of
listClusterNodes(software.amazon.awssdk.services.sagemaker.model.ListClusterNodesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListClusterNodesPublisher publisher = client.listClusterNodesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListClusterNodesPublisher publisher = client.listClusterNodesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListClusterNodesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListClusterNodesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listClusterNodes(software.amazon.awssdk.services.sagemaker.model.ListClusterNodesRequest)operation.- Parameters:
listClusterNodesRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listClusterNodesPaginator
default ListClusterNodesPublisher listClusterNodesPaginator(Consumer<ListClusterNodesRequest.Builder> listClusterNodesRequest)
Retrieves the list of instances (also called nodes interchangeably) in a SageMaker HyperPod cluster.
This is a variant of
listClusterNodes(software.amazon.awssdk.services.sagemaker.model.ListClusterNodesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListClusterNodesPublisher publisher = client.listClusterNodesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListClusterNodesPublisher publisher = client.listClusterNodesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListClusterNodesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListClusterNodesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listClusterNodes(software.amazon.awssdk.services.sagemaker.model.ListClusterNodesRequest)operation.This is a convenience which creates an instance of the
ListClusterNodesRequest.Builderavoiding the need to create one manually viaListClusterNodesRequest.builder()- Parameters:
listClusterNodesRequest- AConsumerthat will call methods onListClusterNodesRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listClusters
default CompletableFuture<ListClustersResponse> listClusters(ListClustersRequest listClustersRequest)
Retrieves the list of SageMaker HyperPod clusters.
- Parameters:
listClustersRequest-- Returns:
- A Java Future containing the result of the ListClusters operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listClusters
default CompletableFuture<ListClustersResponse> listClusters(Consumer<ListClustersRequest.Builder> listClustersRequest)
Retrieves the list of SageMaker HyperPod clusters.
This is a convenience which creates an instance of the
ListClustersRequest.Builderavoiding the need to create one manually viaListClustersRequest.builder()- Parameters:
listClustersRequest- AConsumerthat will call methods onListClustersRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListClusters operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listClustersPaginator
default ListClustersPublisher listClustersPaginator(ListClustersRequest listClustersRequest)
Retrieves the list of SageMaker HyperPod clusters.
This is a variant of
listClusters(software.amazon.awssdk.services.sagemaker.model.ListClustersRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListClustersPublisher publisher = client.listClustersPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListClustersPublisher publisher = client.listClustersPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListClustersResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListClustersResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listClusters(software.amazon.awssdk.services.sagemaker.model.ListClustersRequest)operation.- Parameters:
listClustersRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listClustersPaginator
default ListClustersPublisher listClustersPaginator(Consumer<ListClustersRequest.Builder> listClustersRequest)
Retrieves the list of SageMaker HyperPod clusters.
This is a variant of
listClusters(software.amazon.awssdk.services.sagemaker.model.ListClustersRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListClustersPublisher publisher = client.listClustersPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListClustersPublisher publisher = client.listClustersPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListClustersResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListClustersResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listClusters(software.amazon.awssdk.services.sagemaker.model.ListClustersRequest)operation.This is a convenience which creates an instance of the
ListClustersRequest.Builderavoiding the need to create one manually viaListClustersRequest.builder()- Parameters:
listClustersRequest- AConsumerthat will call methods onListClustersRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listCodeRepositories
default CompletableFuture<ListCodeRepositoriesResponse> listCodeRepositories(ListCodeRepositoriesRequest listCodeRepositoriesRequest)
Gets a list of the Git repositories in your account.
- Parameters:
listCodeRepositoriesRequest-- Returns:
- A Java Future containing the result of the ListCodeRepositories operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listCodeRepositories
default CompletableFuture<ListCodeRepositoriesResponse> listCodeRepositories(Consumer<ListCodeRepositoriesRequest.Builder> listCodeRepositoriesRequest)
Gets a list of the Git repositories in your account.
This is a convenience which creates an instance of the
ListCodeRepositoriesRequest.Builderavoiding the need to create one manually viaListCodeRepositoriesRequest.builder()- Parameters:
listCodeRepositoriesRequest- AConsumerthat will call methods onListCodeRepositoriesRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListCodeRepositories operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listCodeRepositories
default CompletableFuture<ListCodeRepositoriesResponse> listCodeRepositories()
Gets a list of the Git repositories in your account.
- Returns:
- A Java Future containing the result of the ListCodeRepositories operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listCodeRepositoriesPaginator
default ListCodeRepositoriesPublisher listCodeRepositoriesPaginator()
Gets a list of the Git repositories in your account.
This is a variant of
listCodeRepositories(software.amazon.awssdk.services.sagemaker.model.ListCodeRepositoriesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListCodeRepositoriesPublisher publisher = client.listCodeRepositoriesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListCodeRepositoriesPublisher publisher = client.listCodeRepositoriesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListCodeRepositoriesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListCodeRepositoriesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listCodeRepositories(software.amazon.awssdk.services.sagemaker.model.ListCodeRepositoriesRequest)operation.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listCodeRepositoriesPaginator
default ListCodeRepositoriesPublisher listCodeRepositoriesPaginator(ListCodeRepositoriesRequest listCodeRepositoriesRequest)
Gets a list of the Git repositories in your account.
This is a variant of
listCodeRepositories(software.amazon.awssdk.services.sagemaker.model.ListCodeRepositoriesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListCodeRepositoriesPublisher publisher = client.listCodeRepositoriesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListCodeRepositoriesPublisher publisher = client.listCodeRepositoriesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListCodeRepositoriesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListCodeRepositoriesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listCodeRepositories(software.amazon.awssdk.services.sagemaker.model.ListCodeRepositoriesRequest)operation.- Parameters:
listCodeRepositoriesRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listCodeRepositoriesPaginator
default ListCodeRepositoriesPublisher listCodeRepositoriesPaginator(Consumer<ListCodeRepositoriesRequest.Builder> listCodeRepositoriesRequest)
Gets a list of the Git repositories in your account.
This is a variant of
listCodeRepositories(software.amazon.awssdk.services.sagemaker.model.ListCodeRepositoriesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListCodeRepositoriesPublisher publisher = client.listCodeRepositoriesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListCodeRepositoriesPublisher publisher = client.listCodeRepositoriesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListCodeRepositoriesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListCodeRepositoriesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listCodeRepositories(software.amazon.awssdk.services.sagemaker.model.ListCodeRepositoriesRequest)operation.This is a convenience which creates an instance of the
ListCodeRepositoriesRequest.Builderavoiding the need to create one manually viaListCodeRepositoriesRequest.builder()- Parameters:
listCodeRepositoriesRequest- AConsumerthat will call methods onListCodeRepositoriesRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listCompilationJobs
default CompletableFuture<ListCompilationJobsResponse> listCompilationJobs(ListCompilationJobsRequest listCompilationJobsRequest)
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.
- Parameters:
listCompilationJobsRequest-- Returns:
- A Java Future containing the result of the ListCompilationJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listCompilationJobs
default CompletableFuture<ListCompilationJobsResponse> listCompilationJobs(Consumer<ListCompilationJobsRequest.Builder> listCompilationJobsRequest)
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.
This is a convenience which creates an instance of the
ListCompilationJobsRequest.Builderavoiding the need to create one manually viaListCompilationJobsRequest.builder()- Parameters:
listCompilationJobsRequest- AConsumerthat will call methods onListCompilationJobsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListCompilationJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listCompilationJobs
default CompletableFuture<ListCompilationJobsResponse> 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.
- Returns:
- A Java Future containing the result of the ListCompilationJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listCompilationJobsPaginator
default ListCompilationJobsPublisher listCompilationJobsPaginator()
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.
This is a variant of
listCompilationJobs(software.amazon.awssdk.services.sagemaker.model.ListCompilationJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListCompilationJobsPublisher publisher = client.listCompilationJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListCompilationJobsPublisher publisher = client.listCompilationJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListCompilationJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListCompilationJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listCompilationJobs(software.amazon.awssdk.services.sagemaker.model.ListCompilationJobsRequest)operation.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listCompilationJobsPaginator
default ListCompilationJobsPublisher listCompilationJobsPaginator(ListCompilationJobsRequest listCompilationJobsRequest)
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.
This is a variant of
listCompilationJobs(software.amazon.awssdk.services.sagemaker.model.ListCompilationJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListCompilationJobsPublisher publisher = client.listCompilationJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListCompilationJobsPublisher publisher = client.listCompilationJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListCompilationJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListCompilationJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listCompilationJobs(software.amazon.awssdk.services.sagemaker.model.ListCompilationJobsRequest)operation.- Parameters:
listCompilationJobsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listCompilationJobsPaginator
default ListCompilationJobsPublisher listCompilationJobsPaginator(Consumer<ListCompilationJobsRequest.Builder> listCompilationJobsRequest)
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.
This is a variant of
listCompilationJobs(software.amazon.awssdk.services.sagemaker.model.ListCompilationJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListCompilationJobsPublisher publisher = client.listCompilationJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListCompilationJobsPublisher publisher = client.listCompilationJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListCompilationJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListCompilationJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listCompilationJobs(software.amazon.awssdk.services.sagemaker.model.ListCompilationJobsRequest)operation.This is a convenience which creates an instance of the
ListCompilationJobsRequest.Builderavoiding the need to create one manually viaListCompilationJobsRequest.builder()- Parameters:
listCompilationJobsRequest- AConsumerthat will call methods onListCompilationJobsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listContexts
default CompletableFuture<ListContextsResponse> listContexts(ListContextsRequest listContextsRequest)
Lists the contexts in your account and their properties.
- Parameters:
listContextsRequest-- Returns:
- A Java Future containing the result of the ListContexts operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listContexts
default CompletableFuture<ListContextsResponse> listContexts(Consumer<ListContextsRequest.Builder> listContextsRequest)
Lists the contexts in your account and their properties.
This is a convenience which creates an instance of the
ListContextsRequest.Builderavoiding the need to create one manually viaListContextsRequest.builder()- Parameters:
listContextsRequest- AConsumerthat will call methods onListContextsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListContexts operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listContextsPaginator
default ListContextsPublisher listContextsPaginator(ListContextsRequest listContextsRequest)
Lists the contexts in your account and their properties.
This is a variant of
listContexts(software.amazon.awssdk.services.sagemaker.model.ListContextsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListContextsPublisher publisher = client.listContextsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListContextsPublisher publisher = client.listContextsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListContextsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListContextsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listContexts(software.amazon.awssdk.services.sagemaker.model.ListContextsRequest)operation.- Parameters:
listContextsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listContextsPaginator
default ListContextsPublisher listContextsPaginator(Consumer<ListContextsRequest.Builder> listContextsRequest)
Lists the contexts in your account and their properties.
This is a variant of
listContexts(software.amazon.awssdk.services.sagemaker.model.ListContextsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListContextsPublisher publisher = client.listContextsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListContextsPublisher publisher = client.listContextsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListContextsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListContextsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listContexts(software.amazon.awssdk.services.sagemaker.model.ListContextsRequest)operation.This is a convenience which creates an instance of the
ListContextsRequest.Builderavoiding the need to create one manually viaListContextsRequest.builder()- Parameters:
listContextsRequest- AConsumerthat will call methods onListContextsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listDataQualityJobDefinitions
default CompletableFuture<ListDataQualityJobDefinitionsResponse> listDataQualityJobDefinitions(ListDataQualityJobDefinitionsRequest listDataQualityJobDefinitionsRequest)
Lists the data quality job definitions in your account.
- Parameters:
listDataQualityJobDefinitionsRequest-- Returns:
- A Java Future containing the result of the ListDataQualityJobDefinitions operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listDataQualityJobDefinitions
default CompletableFuture<ListDataQualityJobDefinitionsResponse> listDataQualityJobDefinitions(Consumer<ListDataQualityJobDefinitionsRequest.Builder> listDataQualityJobDefinitionsRequest)
Lists the data quality job definitions in your account.
This is a convenience which creates an instance of the
ListDataQualityJobDefinitionsRequest.Builderavoiding the need to create one manually viaListDataQualityJobDefinitionsRequest.builder()- Parameters:
listDataQualityJobDefinitionsRequest- AConsumerthat will call methods onListDataQualityJobDefinitionsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListDataQualityJobDefinitions operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listDataQualityJobDefinitionsPaginator
default ListDataQualityJobDefinitionsPublisher listDataQualityJobDefinitionsPaginator(ListDataQualityJobDefinitionsRequest listDataQualityJobDefinitionsRequest)
Lists the data quality job definitions in your account.
This is a variant of
listDataQualityJobDefinitions(software.amazon.awssdk.services.sagemaker.model.ListDataQualityJobDefinitionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListDataQualityJobDefinitionsPublisher publisher = client.listDataQualityJobDefinitionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListDataQualityJobDefinitionsPublisher publisher = client.listDataQualityJobDefinitionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListDataQualityJobDefinitionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListDataQualityJobDefinitionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listDataQualityJobDefinitions(software.amazon.awssdk.services.sagemaker.model.ListDataQualityJobDefinitionsRequest)operation.- Parameters:
listDataQualityJobDefinitionsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listDataQualityJobDefinitionsPaginator
default ListDataQualityJobDefinitionsPublisher listDataQualityJobDefinitionsPaginator(Consumer<ListDataQualityJobDefinitionsRequest.Builder> listDataQualityJobDefinitionsRequest)
Lists the data quality job definitions in your account.
This is a variant of
listDataQualityJobDefinitions(software.amazon.awssdk.services.sagemaker.model.ListDataQualityJobDefinitionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListDataQualityJobDefinitionsPublisher publisher = client.listDataQualityJobDefinitionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListDataQualityJobDefinitionsPublisher publisher = client.listDataQualityJobDefinitionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListDataQualityJobDefinitionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListDataQualityJobDefinitionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listDataQualityJobDefinitions(software.amazon.awssdk.services.sagemaker.model.ListDataQualityJobDefinitionsRequest)operation.This is a convenience which creates an instance of the
ListDataQualityJobDefinitionsRequest.Builderavoiding the need to create one manually viaListDataQualityJobDefinitionsRequest.builder()- Parameters:
listDataQualityJobDefinitionsRequest- AConsumerthat will call methods onListDataQualityJobDefinitionsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listDeviceFleets
default CompletableFuture<ListDeviceFleetsResponse> listDeviceFleets(ListDeviceFleetsRequest listDeviceFleetsRequest)
Returns a list of devices in the fleet.
- Parameters:
listDeviceFleetsRequest-- Returns:
- A Java Future containing the result of the ListDeviceFleets operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listDeviceFleets
default CompletableFuture<ListDeviceFleetsResponse> listDeviceFleets(Consumer<ListDeviceFleetsRequest.Builder> listDeviceFleetsRequest)
Returns a list of devices in the fleet.
This is a convenience which creates an instance of the
ListDeviceFleetsRequest.Builderavoiding the need to create one manually viaListDeviceFleetsRequest.builder()- Parameters:
listDeviceFleetsRequest- AConsumerthat will call methods onListDeviceFleetsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListDeviceFleets operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listDeviceFleetsPaginator
default ListDeviceFleetsPublisher listDeviceFleetsPaginator(ListDeviceFleetsRequest listDeviceFleetsRequest)
Returns a list of devices in the fleet.
This is a variant of
listDeviceFleets(software.amazon.awssdk.services.sagemaker.model.ListDeviceFleetsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListDeviceFleetsPublisher publisher = client.listDeviceFleetsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListDeviceFleetsPublisher publisher = client.listDeviceFleetsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListDeviceFleetsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListDeviceFleetsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listDeviceFleets(software.amazon.awssdk.services.sagemaker.model.ListDeviceFleetsRequest)operation.- Parameters:
listDeviceFleetsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listDeviceFleetsPaginator
default ListDeviceFleetsPublisher listDeviceFleetsPaginator(Consumer<ListDeviceFleetsRequest.Builder> listDeviceFleetsRequest)
Returns a list of devices in the fleet.
This is a variant of
listDeviceFleets(software.amazon.awssdk.services.sagemaker.model.ListDeviceFleetsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListDeviceFleetsPublisher publisher = client.listDeviceFleetsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListDeviceFleetsPublisher publisher = client.listDeviceFleetsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListDeviceFleetsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListDeviceFleetsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listDeviceFleets(software.amazon.awssdk.services.sagemaker.model.ListDeviceFleetsRequest)operation.This is a convenience which creates an instance of the
ListDeviceFleetsRequest.Builderavoiding the need to create one manually viaListDeviceFleetsRequest.builder()- Parameters:
listDeviceFleetsRequest- AConsumerthat will call methods onListDeviceFleetsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listDevices
default CompletableFuture<ListDevicesResponse> listDevices(ListDevicesRequest listDevicesRequest)
A list of devices.
- Parameters:
listDevicesRequest-- Returns:
- A Java Future containing the result of the ListDevices operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listDevices
default CompletableFuture<ListDevicesResponse> listDevices(Consumer<ListDevicesRequest.Builder> listDevicesRequest)
A list of devices.
This is a convenience which creates an instance of the
ListDevicesRequest.Builderavoiding the need to create one manually viaListDevicesRequest.builder()- Parameters:
listDevicesRequest- AConsumerthat will call methods onListDevicesRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListDevices operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listDevicesPaginator
default ListDevicesPublisher listDevicesPaginator(ListDevicesRequest listDevicesRequest)
A list of devices.
This is a variant of
listDevices(software.amazon.awssdk.services.sagemaker.model.ListDevicesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListDevicesPublisher publisher = client.listDevicesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListDevicesPublisher publisher = client.listDevicesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListDevicesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListDevicesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listDevices(software.amazon.awssdk.services.sagemaker.model.ListDevicesRequest)operation.- Parameters:
listDevicesRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listDevicesPaginator
default ListDevicesPublisher listDevicesPaginator(Consumer<ListDevicesRequest.Builder> listDevicesRequest)
A list of devices.
This is a variant of
listDevices(software.amazon.awssdk.services.sagemaker.model.ListDevicesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListDevicesPublisher publisher = client.listDevicesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListDevicesPublisher publisher = client.listDevicesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListDevicesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListDevicesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listDevices(software.amazon.awssdk.services.sagemaker.model.ListDevicesRequest)operation.This is a convenience which creates an instance of the
ListDevicesRequest.Builderavoiding the need to create one manually viaListDevicesRequest.builder()- Parameters:
listDevicesRequest- AConsumerthat will call methods onListDevicesRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listDomains
default CompletableFuture<ListDomainsResponse> listDomains(ListDomainsRequest listDomainsRequest)
Lists the domains.
- Parameters:
listDomainsRequest-- Returns:
- A Java Future containing the result of the ListDomains operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listDomains
default CompletableFuture<ListDomainsResponse> listDomains(Consumer<ListDomainsRequest.Builder> listDomainsRequest)
Lists the domains.
This is a convenience which creates an instance of the
ListDomainsRequest.Builderavoiding the need to create one manually viaListDomainsRequest.builder()- Parameters:
listDomainsRequest- AConsumerthat will call methods onListDomainsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListDomains operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listDomainsPaginator
default ListDomainsPublisher listDomainsPaginator(ListDomainsRequest listDomainsRequest)
Lists the domains.
This is a variant of
listDomains(software.amazon.awssdk.services.sagemaker.model.ListDomainsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListDomainsPublisher publisher = client.listDomainsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListDomainsPublisher publisher = client.listDomainsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListDomainsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListDomainsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listDomains(software.amazon.awssdk.services.sagemaker.model.ListDomainsRequest)operation.- Parameters:
listDomainsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listDomainsPaginator
default ListDomainsPublisher listDomainsPaginator(Consumer<ListDomainsRequest.Builder> listDomainsRequest)
Lists the domains.
This is a variant of
listDomains(software.amazon.awssdk.services.sagemaker.model.ListDomainsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListDomainsPublisher publisher = client.listDomainsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListDomainsPublisher publisher = client.listDomainsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListDomainsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListDomainsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listDomains(software.amazon.awssdk.services.sagemaker.model.ListDomainsRequest)operation.This is a convenience which creates an instance of the
ListDomainsRequest.Builderavoiding the need to create one manually viaListDomainsRequest.builder()- Parameters:
listDomainsRequest- AConsumerthat will call methods onListDomainsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEdgeDeploymentPlans
default CompletableFuture<ListEdgeDeploymentPlansResponse> listEdgeDeploymentPlans(ListEdgeDeploymentPlansRequest listEdgeDeploymentPlansRequest)
Lists all edge deployment plans.
- Parameters:
listEdgeDeploymentPlansRequest-- Returns:
- A Java Future containing the result of the ListEdgeDeploymentPlans operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEdgeDeploymentPlans
default CompletableFuture<ListEdgeDeploymentPlansResponse> listEdgeDeploymentPlans(Consumer<ListEdgeDeploymentPlansRequest.Builder> listEdgeDeploymentPlansRequest)
Lists all edge deployment plans.
This is a convenience which creates an instance of the
ListEdgeDeploymentPlansRequest.Builderavoiding the need to create one manually viaListEdgeDeploymentPlansRequest.builder()- Parameters:
listEdgeDeploymentPlansRequest- AConsumerthat will call methods onListEdgeDeploymentPlansRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListEdgeDeploymentPlans operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEdgeDeploymentPlansPaginator
default ListEdgeDeploymentPlansPublisher listEdgeDeploymentPlansPaginator(ListEdgeDeploymentPlansRequest listEdgeDeploymentPlansRequest)
Lists all edge deployment plans.
This is a variant of
listEdgeDeploymentPlans(software.amazon.awssdk.services.sagemaker.model.ListEdgeDeploymentPlansRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListEdgeDeploymentPlansPublisher publisher = client.listEdgeDeploymentPlansPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListEdgeDeploymentPlansPublisher publisher = client.listEdgeDeploymentPlansPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListEdgeDeploymentPlansResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListEdgeDeploymentPlansResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listEdgeDeploymentPlans(software.amazon.awssdk.services.sagemaker.model.ListEdgeDeploymentPlansRequest)operation.- Parameters:
listEdgeDeploymentPlansRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEdgeDeploymentPlansPaginator
default ListEdgeDeploymentPlansPublisher listEdgeDeploymentPlansPaginator(Consumer<ListEdgeDeploymentPlansRequest.Builder> listEdgeDeploymentPlansRequest)
Lists all edge deployment plans.
This is a variant of
listEdgeDeploymentPlans(software.amazon.awssdk.services.sagemaker.model.ListEdgeDeploymentPlansRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListEdgeDeploymentPlansPublisher publisher = client.listEdgeDeploymentPlansPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListEdgeDeploymentPlansPublisher publisher = client.listEdgeDeploymentPlansPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListEdgeDeploymentPlansResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListEdgeDeploymentPlansResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listEdgeDeploymentPlans(software.amazon.awssdk.services.sagemaker.model.ListEdgeDeploymentPlansRequest)operation.This is a convenience which creates an instance of the
ListEdgeDeploymentPlansRequest.Builderavoiding the need to create one manually viaListEdgeDeploymentPlansRequest.builder()- Parameters:
listEdgeDeploymentPlansRequest- AConsumerthat will call methods onListEdgeDeploymentPlansRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEdgePackagingJobs
default CompletableFuture<ListEdgePackagingJobsResponse> listEdgePackagingJobs(ListEdgePackagingJobsRequest listEdgePackagingJobsRequest)
Returns a list of edge packaging jobs.
- Parameters:
listEdgePackagingJobsRequest-- Returns:
- A Java Future containing the result of the ListEdgePackagingJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEdgePackagingJobs
default CompletableFuture<ListEdgePackagingJobsResponse> listEdgePackagingJobs(Consumer<ListEdgePackagingJobsRequest.Builder> listEdgePackagingJobsRequest)
Returns a list of edge packaging jobs.
This is a convenience which creates an instance of the
ListEdgePackagingJobsRequest.Builderavoiding the need to create one manually viaListEdgePackagingJobsRequest.builder()- Parameters:
listEdgePackagingJobsRequest- AConsumerthat will call methods onListEdgePackagingJobsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListEdgePackagingJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEdgePackagingJobsPaginator
default ListEdgePackagingJobsPublisher listEdgePackagingJobsPaginator(ListEdgePackagingJobsRequest listEdgePackagingJobsRequest)
Returns a list of edge packaging jobs.
This is a variant of
listEdgePackagingJobs(software.amazon.awssdk.services.sagemaker.model.ListEdgePackagingJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListEdgePackagingJobsPublisher publisher = client.listEdgePackagingJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListEdgePackagingJobsPublisher publisher = client.listEdgePackagingJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListEdgePackagingJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListEdgePackagingJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listEdgePackagingJobs(software.amazon.awssdk.services.sagemaker.model.ListEdgePackagingJobsRequest)operation.- Parameters:
listEdgePackagingJobsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEdgePackagingJobsPaginator
default ListEdgePackagingJobsPublisher listEdgePackagingJobsPaginator(Consumer<ListEdgePackagingJobsRequest.Builder> listEdgePackagingJobsRequest)
Returns a list of edge packaging jobs.
This is a variant of
listEdgePackagingJobs(software.amazon.awssdk.services.sagemaker.model.ListEdgePackagingJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListEdgePackagingJobsPublisher publisher = client.listEdgePackagingJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListEdgePackagingJobsPublisher publisher = client.listEdgePackagingJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListEdgePackagingJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListEdgePackagingJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listEdgePackagingJobs(software.amazon.awssdk.services.sagemaker.model.ListEdgePackagingJobsRequest)operation.This is a convenience which creates an instance of the
ListEdgePackagingJobsRequest.Builderavoiding the need to create one manually viaListEdgePackagingJobsRequest.builder()- Parameters:
listEdgePackagingJobsRequest- AConsumerthat will call methods onListEdgePackagingJobsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEndpointConfigs
default CompletableFuture<ListEndpointConfigsResponse> listEndpointConfigs(ListEndpointConfigsRequest listEndpointConfigsRequest)
Lists endpoint configurations.
- Parameters:
listEndpointConfigsRequest-- Returns:
- A Java Future containing the result of the ListEndpointConfigs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEndpointConfigs
default CompletableFuture<ListEndpointConfigsResponse> listEndpointConfigs(Consumer<ListEndpointConfigsRequest.Builder> listEndpointConfigsRequest)
Lists endpoint configurations.
This is a convenience which creates an instance of the
ListEndpointConfigsRequest.Builderavoiding the need to create one manually viaListEndpointConfigsRequest.builder()- Parameters:
listEndpointConfigsRequest- AConsumerthat will call methods onListEndpointConfigsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListEndpointConfigs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEndpointConfigs
default CompletableFuture<ListEndpointConfigsResponse> listEndpointConfigs()
Lists endpoint configurations.
- Returns:
- A Java Future containing the result of the ListEndpointConfigs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEndpointConfigsPaginator
default ListEndpointConfigsPublisher listEndpointConfigsPaginator()
Lists endpoint configurations.
This is a variant of
listEndpointConfigs(software.amazon.awssdk.services.sagemaker.model.ListEndpointConfigsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListEndpointConfigsPublisher publisher = client.listEndpointConfigsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListEndpointConfigsPublisher publisher = client.listEndpointConfigsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListEndpointConfigsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListEndpointConfigsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listEndpointConfigs(software.amazon.awssdk.services.sagemaker.model.ListEndpointConfigsRequest)operation.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEndpointConfigsPaginator
default ListEndpointConfigsPublisher listEndpointConfigsPaginator(ListEndpointConfigsRequest listEndpointConfigsRequest)
Lists endpoint configurations.
This is a variant of
listEndpointConfigs(software.amazon.awssdk.services.sagemaker.model.ListEndpointConfigsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListEndpointConfigsPublisher publisher = client.listEndpointConfigsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListEndpointConfigsPublisher publisher = client.listEndpointConfigsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListEndpointConfigsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListEndpointConfigsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listEndpointConfigs(software.amazon.awssdk.services.sagemaker.model.ListEndpointConfigsRequest)operation.- Parameters:
listEndpointConfigsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEndpointConfigsPaginator
default ListEndpointConfigsPublisher listEndpointConfigsPaginator(Consumer<ListEndpointConfigsRequest.Builder> listEndpointConfigsRequest)
Lists endpoint configurations.
This is a variant of
listEndpointConfigs(software.amazon.awssdk.services.sagemaker.model.ListEndpointConfigsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListEndpointConfigsPublisher publisher = client.listEndpointConfigsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListEndpointConfigsPublisher publisher = client.listEndpointConfigsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListEndpointConfigsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListEndpointConfigsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listEndpointConfigs(software.amazon.awssdk.services.sagemaker.model.ListEndpointConfigsRequest)operation.This is a convenience which creates an instance of the
ListEndpointConfigsRequest.Builderavoiding the need to create one manually viaListEndpointConfigsRequest.builder()- Parameters:
listEndpointConfigsRequest- AConsumerthat will call methods onListEndpointConfigsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEndpoints
default CompletableFuture<ListEndpointsResponse> listEndpoints(ListEndpointsRequest listEndpointsRequest)
Lists endpoints.
- Parameters:
listEndpointsRequest-- Returns:
- A Java Future containing the result of the ListEndpoints operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEndpoints
default CompletableFuture<ListEndpointsResponse> listEndpoints(Consumer<ListEndpointsRequest.Builder> listEndpointsRequest)
Lists endpoints.
This is a convenience which creates an instance of the
ListEndpointsRequest.Builderavoiding the need to create one manually viaListEndpointsRequest.builder()- Parameters:
listEndpointsRequest- AConsumerthat will call methods onListEndpointsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListEndpoints operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEndpoints
default CompletableFuture<ListEndpointsResponse> listEndpoints()
Lists endpoints.
- Returns:
- A Java Future containing the result of the ListEndpoints operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEndpointsPaginator
default ListEndpointsPublisher listEndpointsPaginator()
Lists endpoints.
This is a variant of
listEndpoints(software.amazon.awssdk.services.sagemaker.model.ListEndpointsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListEndpointsPublisher publisher = client.listEndpointsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListEndpointsPublisher publisher = client.listEndpointsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListEndpointsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListEndpointsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listEndpoints(software.amazon.awssdk.services.sagemaker.model.ListEndpointsRequest)operation.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEndpointsPaginator
default ListEndpointsPublisher listEndpointsPaginator(ListEndpointsRequest listEndpointsRequest)
Lists endpoints.
This is a variant of
listEndpoints(software.amazon.awssdk.services.sagemaker.model.ListEndpointsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListEndpointsPublisher publisher = client.listEndpointsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListEndpointsPublisher publisher = client.listEndpointsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListEndpointsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListEndpointsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listEndpoints(software.amazon.awssdk.services.sagemaker.model.ListEndpointsRequest)operation.- Parameters:
listEndpointsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listEndpointsPaginator
default ListEndpointsPublisher listEndpointsPaginator(Consumer<ListEndpointsRequest.Builder> listEndpointsRequest)
Lists endpoints.
This is a variant of
listEndpoints(software.amazon.awssdk.services.sagemaker.model.ListEndpointsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListEndpointsPublisher publisher = client.listEndpointsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListEndpointsPublisher publisher = client.listEndpointsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListEndpointsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListEndpointsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listEndpoints(software.amazon.awssdk.services.sagemaker.model.ListEndpointsRequest)operation.This is a convenience which creates an instance of the
ListEndpointsRequest.Builderavoiding the need to create one manually viaListEndpointsRequest.builder()- Parameters:
listEndpointsRequest- AConsumerthat will call methods onListEndpointsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listExperiments
default CompletableFuture<ListExperimentsResponse> listExperiments(ListExperimentsRequest listExperimentsRequest)
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.
- Parameters:
listExperimentsRequest-- Returns:
- A Java Future containing the result of the ListExperiments operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listExperiments
default CompletableFuture<ListExperimentsResponse> listExperiments(Consumer<ListExperimentsRequest.Builder> listExperimentsRequest)
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.
This is a convenience which creates an instance of the
ListExperimentsRequest.Builderavoiding the need to create one manually viaListExperimentsRequest.builder()- Parameters:
listExperimentsRequest- AConsumerthat will call methods onListExperimentsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListExperiments operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listExperimentsPaginator
default ListExperimentsPublisher listExperimentsPaginator(ListExperimentsRequest listExperimentsRequest)
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.
This is a variant of
listExperiments(software.amazon.awssdk.services.sagemaker.model.ListExperimentsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListExperimentsPublisher publisher = client.listExperimentsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListExperimentsPublisher publisher = client.listExperimentsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListExperimentsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListExperimentsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listExperiments(software.amazon.awssdk.services.sagemaker.model.ListExperimentsRequest)operation.- Parameters:
listExperimentsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listExperimentsPaginator
default ListExperimentsPublisher listExperimentsPaginator(Consumer<ListExperimentsRequest.Builder> listExperimentsRequest)
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.
This is a variant of
listExperiments(software.amazon.awssdk.services.sagemaker.model.ListExperimentsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListExperimentsPublisher publisher = client.listExperimentsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListExperimentsPublisher publisher = client.listExperimentsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListExperimentsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListExperimentsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listExperiments(software.amazon.awssdk.services.sagemaker.model.ListExperimentsRequest)operation.This is a convenience which creates an instance of the
ListExperimentsRequest.Builderavoiding the need to create one manually viaListExperimentsRequest.builder()- Parameters:
listExperimentsRequest- AConsumerthat will call methods onListExperimentsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listFeatureGroups
default CompletableFuture<ListFeatureGroupsResponse> listFeatureGroups(ListFeatureGroupsRequest listFeatureGroupsRequest)
List
FeatureGroups based on given filter and order.- Parameters:
listFeatureGroupsRequest-- Returns:
- A Java Future containing the result of the ListFeatureGroups operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listFeatureGroups
default CompletableFuture<ListFeatureGroupsResponse> listFeatureGroups(Consumer<ListFeatureGroupsRequest.Builder> listFeatureGroupsRequest)
List
FeatureGroups based on given filter and order.
This is a convenience which creates an instance of the
ListFeatureGroupsRequest.Builderavoiding the need to create one manually viaListFeatureGroupsRequest.builder()- Parameters:
listFeatureGroupsRequest- AConsumerthat will call methods onListFeatureGroupsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListFeatureGroups operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listFeatureGroupsPaginator
default ListFeatureGroupsPublisher listFeatureGroupsPaginator(ListFeatureGroupsRequest listFeatureGroupsRequest)
List
FeatureGroups based on given filter and order.
This is a variant of
listFeatureGroups(software.amazon.awssdk.services.sagemaker.model.ListFeatureGroupsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListFeatureGroupsPublisher publisher = client.listFeatureGroupsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListFeatureGroupsPublisher publisher = client.listFeatureGroupsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListFeatureGroupsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListFeatureGroupsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listFeatureGroups(software.amazon.awssdk.services.sagemaker.model.ListFeatureGroupsRequest)operation.- Parameters:
listFeatureGroupsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listFeatureGroupsPaginator
default ListFeatureGroupsPublisher listFeatureGroupsPaginator(Consumer<ListFeatureGroupsRequest.Builder> listFeatureGroupsRequest)
List
FeatureGroups based on given filter and order.
This is a variant of
listFeatureGroups(software.amazon.awssdk.services.sagemaker.model.ListFeatureGroupsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListFeatureGroupsPublisher publisher = client.listFeatureGroupsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListFeatureGroupsPublisher publisher = client.listFeatureGroupsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListFeatureGroupsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListFeatureGroupsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listFeatureGroups(software.amazon.awssdk.services.sagemaker.model.ListFeatureGroupsRequest)operation.This is a convenience which creates an instance of the
ListFeatureGroupsRequest.Builderavoiding the need to create one manually viaListFeatureGroupsRequest.builder()- Parameters:
listFeatureGroupsRequest- AConsumerthat will call methods onListFeatureGroupsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listFlowDefinitions
default CompletableFuture<ListFlowDefinitionsResponse> listFlowDefinitions(ListFlowDefinitionsRequest listFlowDefinitionsRequest)
Returns information about the flow definitions in your account.
- Parameters:
listFlowDefinitionsRequest-- Returns:
- A Java Future containing the result of the ListFlowDefinitions operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listFlowDefinitions
default CompletableFuture<ListFlowDefinitionsResponse> listFlowDefinitions(Consumer<ListFlowDefinitionsRequest.Builder> listFlowDefinitionsRequest)
Returns information about the flow definitions in your account.
This is a convenience which creates an instance of the
ListFlowDefinitionsRequest.Builderavoiding the need to create one manually viaListFlowDefinitionsRequest.builder()- Parameters:
listFlowDefinitionsRequest- AConsumerthat will call methods onListFlowDefinitionsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListFlowDefinitions operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listFlowDefinitionsPaginator
default ListFlowDefinitionsPublisher listFlowDefinitionsPaginator(ListFlowDefinitionsRequest listFlowDefinitionsRequest)
Returns information about the flow definitions in your account.
This is a variant of
listFlowDefinitions(software.amazon.awssdk.services.sagemaker.model.ListFlowDefinitionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListFlowDefinitionsPublisher publisher = client.listFlowDefinitionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListFlowDefinitionsPublisher publisher = client.listFlowDefinitionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListFlowDefinitionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListFlowDefinitionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listFlowDefinitions(software.amazon.awssdk.services.sagemaker.model.ListFlowDefinitionsRequest)operation.- Parameters:
listFlowDefinitionsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listFlowDefinitionsPaginator
default ListFlowDefinitionsPublisher listFlowDefinitionsPaginator(Consumer<ListFlowDefinitionsRequest.Builder> listFlowDefinitionsRequest)
Returns information about the flow definitions in your account.
This is a variant of
listFlowDefinitions(software.amazon.awssdk.services.sagemaker.model.ListFlowDefinitionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListFlowDefinitionsPublisher publisher = client.listFlowDefinitionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListFlowDefinitionsPublisher publisher = client.listFlowDefinitionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListFlowDefinitionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListFlowDefinitionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listFlowDefinitions(software.amazon.awssdk.services.sagemaker.model.ListFlowDefinitionsRequest)operation.This is a convenience which creates an instance of the
ListFlowDefinitionsRequest.Builderavoiding the need to create one manually viaListFlowDefinitionsRequest.builder()- Parameters:
listFlowDefinitionsRequest- AConsumerthat will call methods onListFlowDefinitionsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listHubContentVersions
default CompletableFuture<ListHubContentVersionsResponse> listHubContentVersions(ListHubContentVersionsRequest listHubContentVersionsRequest)
List hub content versions.
Hub APIs are only callable through SageMaker Studio.
- Parameters:
listHubContentVersionsRequest-- Returns:
- A Java Future containing the result of the ListHubContentVersions operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listHubContentVersions
default CompletableFuture<ListHubContentVersionsResponse> listHubContentVersions(Consumer<ListHubContentVersionsRequest.Builder> listHubContentVersionsRequest)
List hub content versions.
Hub APIs are only callable through SageMaker Studio.
This is a convenience which creates an instance of the
ListHubContentVersionsRequest.Builderavoiding the need to create one manually viaListHubContentVersionsRequest.builder()- Parameters:
listHubContentVersionsRequest- AConsumerthat will call methods onListHubContentVersionsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListHubContentVersions operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listHubContents
default CompletableFuture<ListHubContentsResponse> listHubContents(ListHubContentsRequest listHubContentsRequest)
List the contents of a hub.
Hub APIs are only callable through SageMaker Studio.
- Parameters:
listHubContentsRequest-- Returns:
- A Java Future containing the result of the ListHubContents operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listHubContents
default CompletableFuture<ListHubContentsResponse> listHubContents(Consumer<ListHubContentsRequest.Builder> listHubContentsRequest)
List the contents of a hub.
Hub APIs are only callable through SageMaker Studio.
This is a convenience which creates an instance of the
ListHubContentsRequest.Builderavoiding the need to create one manually viaListHubContentsRequest.builder()- Parameters:
listHubContentsRequest- AConsumerthat will call methods onListHubContentsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListHubContents operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listHubs
default CompletableFuture<ListHubsResponse> listHubs(ListHubsRequest listHubsRequest)
List all existing hubs.
Hub APIs are only callable through SageMaker Studio.
- Parameters:
listHubsRequest-- Returns:
- A Java Future containing the result of the ListHubs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listHubs
default CompletableFuture<ListHubsResponse> listHubs(Consumer<ListHubsRequest.Builder> listHubsRequest)
List all existing hubs.
Hub APIs are only callable through SageMaker Studio.
This is a convenience which creates an instance of the
ListHubsRequest.Builderavoiding the need to create one manually viaListHubsRequest.builder()- Parameters:
listHubsRequest- AConsumerthat will call methods onListHubsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListHubs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listHumanTaskUis
default CompletableFuture<ListHumanTaskUisResponse> listHumanTaskUis(ListHumanTaskUisRequest listHumanTaskUisRequest)
Returns information about the human task user interfaces in your account.
- Parameters:
listHumanTaskUisRequest-- Returns:
- A Java Future containing the result of the ListHumanTaskUis operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listHumanTaskUis
default CompletableFuture<ListHumanTaskUisResponse> listHumanTaskUis(Consumer<ListHumanTaskUisRequest.Builder> listHumanTaskUisRequest)
Returns information about the human task user interfaces in your account.
This is a convenience which creates an instance of the
ListHumanTaskUisRequest.Builderavoiding the need to create one manually viaListHumanTaskUisRequest.builder()- Parameters:
listHumanTaskUisRequest- AConsumerthat will call methods onListHumanTaskUisRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListHumanTaskUis operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listHumanTaskUisPaginator
default ListHumanTaskUisPublisher listHumanTaskUisPaginator(ListHumanTaskUisRequest listHumanTaskUisRequest)
Returns information about the human task user interfaces in your account.
This is a variant of
listHumanTaskUis(software.amazon.awssdk.services.sagemaker.model.ListHumanTaskUisRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListHumanTaskUisPublisher publisher = client.listHumanTaskUisPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListHumanTaskUisPublisher publisher = client.listHumanTaskUisPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListHumanTaskUisResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListHumanTaskUisResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listHumanTaskUis(software.amazon.awssdk.services.sagemaker.model.ListHumanTaskUisRequest)operation.- Parameters:
listHumanTaskUisRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listHumanTaskUisPaginator
default ListHumanTaskUisPublisher listHumanTaskUisPaginator(Consumer<ListHumanTaskUisRequest.Builder> listHumanTaskUisRequest)
Returns information about the human task user interfaces in your account.
This is a variant of
listHumanTaskUis(software.amazon.awssdk.services.sagemaker.model.ListHumanTaskUisRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListHumanTaskUisPublisher publisher = client.listHumanTaskUisPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListHumanTaskUisPublisher publisher = client.listHumanTaskUisPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListHumanTaskUisResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListHumanTaskUisResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listHumanTaskUis(software.amazon.awssdk.services.sagemaker.model.ListHumanTaskUisRequest)operation.This is a convenience which creates an instance of the
ListHumanTaskUisRequest.Builderavoiding the need to create one manually viaListHumanTaskUisRequest.builder()- Parameters:
listHumanTaskUisRequest- AConsumerthat will call methods onListHumanTaskUisRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listHyperParameterTuningJobs
default CompletableFuture<ListHyperParameterTuningJobsResponse> listHyperParameterTuningJobs(ListHyperParameterTuningJobsRequest listHyperParameterTuningJobsRequest)
Gets a list of HyperParameterTuningJobSummary objects that describe the hyperparameter tuning jobs launched in your account.
- Parameters:
listHyperParameterTuningJobsRequest-- Returns:
- A Java Future containing the result of the ListHyperParameterTuningJobs operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listHyperParameterTuningJobs
default CompletableFuture<ListHyperParameterTuningJobsResponse> listHyperParameterTuningJobs(Consumer<ListHyperParameterTuningJobsRequest.Builder> listHyperParameterTuningJobsRequest)
Gets a list of HyperParameterTuningJobSummary objects that describe the hyperparameter tuning jobs launched in your account.
This is a convenience which creates an instance of the
ListHyperParameterTuningJobsRequest.Builderavoiding the need to create one manually viaListHyperParameterTuningJobsRequest.builder()- Parameters:
listHyperParameterTuningJobsRequest- AConsumerthat will call methods onListHyperParameterTuningJobsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListHyperParameterTuningJobs operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listHyperParameterTuningJobs
default CompletableFuture<ListHyperParameterTuningJobsResponse> listHyperParameterTuningJobs()
Gets a list of HyperParameterTuningJobSummary objects that describe the hyperparameter tuning jobs launched in your account.
- Returns:
- A Java Future containing the result of the ListHyperParameterTuningJobs operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listHyperParameterTuningJobsPaginator
default ListHyperParameterTuningJobsPublisher listHyperParameterTuningJobsPaginator()
Gets a list of HyperParameterTuningJobSummary objects that describe the hyperparameter tuning jobs launched in your account.
This is a variant of
listHyperParameterTuningJobs(software.amazon.awssdk.services.sagemaker.model.ListHyperParameterTuningJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListHyperParameterTuningJobsPublisher publisher = client.listHyperParameterTuningJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListHyperParameterTuningJobsPublisher publisher = client.listHyperParameterTuningJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListHyperParameterTuningJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListHyperParameterTuningJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listHyperParameterTuningJobs(software.amazon.awssdk.services.sagemaker.model.ListHyperParameterTuningJobsRequest)operation.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listHyperParameterTuningJobsPaginator
default ListHyperParameterTuningJobsPublisher listHyperParameterTuningJobsPaginator(ListHyperParameterTuningJobsRequest listHyperParameterTuningJobsRequest)
Gets a list of HyperParameterTuningJobSummary objects that describe the hyperparameter tuning jobs launched in your account.
This is a variant of
listHyperParameterTuningJobs(software.amazon.awssdk.services.sagemaker.model.ListHyperParameterTuningJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListHyperParameterTuningJobsPublisher publisher = client.listHyperParameterTuningJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListHyperParameterTuningJobsPublisher publisher = client.listHyperParameterTuningJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListHyperParameterTuningJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListHyperParameterTuningJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listHyperParameterTuningJobs(software.amazon.awssdk.services.sagemaker.model.ListHyperParameterTuningJobsRequest)operation.- Parameters:
listHyperParameterTuningJobsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listHyperParameterTuningJobsPaginator
default ListHyperParameterTuningJobsPublisher listHyperParameterTuningJobsPaginator(Consumer<ListHyperParameterTuningJobsRequest.Builder> listHyperParameterTuningJobsRequest)
Gets a list of HyperParameterTuningJobSummary objects that describe the hyperparameter tuning jobs launched in your account.
This is a variant of
listHyperParameterTuningJobs(software.amazon.awssdk.services.sagemaker.model.ListHyperParameterTuningJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListHyperParameterTuningJobsPublisher publisher = client.listHyperParameterTuningJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListHyperParameterTuningJobsPublisher publisher = client.listHyperParameterTuningJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListHyperParameterTuningJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListHyperParameterTuningJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listHyperParameterTuningJobs(software.amazon.awssdk.services.sagemaker.model.ListHyperParameterTuningJobsRequest)operation.This is a convenience which creates an instance of the
ListHyperParameterTuningJobsRequest.Builderavoiding the need to create one manually viaListHyperParameterTuningJobsRequest.builder()- Parameters:
listHyperParameterTuningJobsRequest- AConsumerthat will call methods onListHyperParameterTuningJobsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listImageVersions
default CompletableFuture<ListImageVersionsResponse> listImageVersions(ListImageVersionsRequest listImageVersionsRequest)
Lists the versions of a specified image and their properties. The list can be filtered by creation time or modified time.
- Parameters:
listImageVersionsRequest-- Returns:
- A Java Future containing the result of the ListImageVersions operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listImageVersions
default CompletableFuture<ListImageVersionsResponse> listImageVersions(Consumer<ListImageVersionsRequest.Builder> listImageVersionsRequest)
Lists the versions of a specified image and their properties. The list can be filtered by creation time or modified time.
This is a convenience which creates an instance of the
ListImageVersionsRequest.Builderavoiding the need to create one manually viaListImageVersionsRequest.builder()- Parameters:
listImageVersionsRequest- AConsumerthat will call methods onListImageVersionsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListImageVersions operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listImageVersionsPaginator
default ListImageVersionsPublisher listImageVersionsPaginator(ListImageVersionsRequest listImageVersionsRequest)
Lists the versions of a specified image and their properties. The list can be filtered by creation time or modified time.
This is a variant of
listImageVersions(software.amazon.awssdk.services.sagemaker.model.ListImageVersionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListImageVersionsPublisher publisher = client.listImageVersionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListImageVersionsPublisher publisher = client.listImageVersionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListImageVersionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListImageVersionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listImageVersions(software.amazon.awssdk.services.sagemaker.model.ListImageVersionsRequest)operation.- Parameters:
listImageVersionsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listImageVersionsPaginator
default ListImageVersionsPublisher listImageVersionsPaginator(Consumer<ListImageVersionsRequest.Builder> listImageVersionsRequest)
Lists the versions of a specified image and their properties. The list can be filtered by creation time or modified time.
This is a variant of
listImageVersions(software.amazon.awssdk.services.sagemaker.model.ListImageVersionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListImageVersionsPublisher publisher = client.listImageVersionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListImageVersionsPublisher publisher = client.listImageVersionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListImageVersionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListImageVersionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listImageVersions(software.amazon.awssdk.services.sagemaker.model.ListImageVersionsRequest)operation.This is a convenience which creates an instance of the
ListImageVersionsRequest.Builderavoiding the need to create one manually viaListImageVersionsRequest.builder()- Parameters:
listImageVersionsRequest- AConsumerthat will call methods onListImageVersionsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listImages
default CompletableFuture<ListImagesResponse> listImages(ListImagesRequest listImagesRequest)
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.
- Parameters:
listImagesRequest-- Returns:
- A Java Future containing the result of the ListImages operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listImages
default CompletableFuture<ListImagesResponse> listImages(Consumer<ListImagesRequest.Builder> listImagesRequest)
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.
This is a convenience which creates an instance of the
ListImagesRequest.Builderavoiding the need to create one manually viaListImagesRequest.builder()- Parameters:
listImagesRequest- AConsumerthat will call methods onListImagesRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListImages operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listImagesPaginator
default ListImagesPublisher listImagesPaginator(ListImagesRequest listImagesRequest)
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.
This is a variant of
listImages(software.amazon.awssdk.services.sagemaker.model.ListImagesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListImagesPublisher publisher = client.listImagesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListImagesPublisher publisher = client.listImagesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListImagesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListImagesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listImages(software.amazon.awssdk.services.sagemaker.model.ListImagesRequest)operation.- Parameters:
listImagesRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listImagesPaginator
default ListImagesPublisher listImagesPaginator(Consumer<ListImagesRequest.Builder> listImagesRequest)
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.
This is a variant of
listImages(software.amazon.awssdk.services.sagemaker.model.ListImagesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListImagesPublisher publisher = client.listImagesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListImagesPublisher publisher = client.listImagesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListImagesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListImagesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listImages(software.amazon.awssdk.services.sagemaker.model.ListImagesRequest)operation.This is a convenience which creates an instance of the
ListImagesRequest.Builderavoiding the need to create one manually viaListImagesRequest.builder()- Parameters:
listImagesRequest- AConsumerthat will call methods onListImagesRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listInferenceComponents
default CompletableFuture<ListInferenceComponentsResponse> listInferenceComponents(ListInferenceComponentsRequest listInferenceComponentsRequest)
Lists the inference components in your account and their properties.
- Parameters:
listInferenceComponentsRequest-- Returns:
- A Java Future containing the result of the ListInferenceComponents operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listInferenceComponents
default CompletableFuture<ListInferenceComponentsResponse> listInferenceComponents(Consumer<ListInferenceComponentsRequest.Builder> listInferenceComponentsRequest)
Lists the inference components in your account and their properties.
This is a convenience which creates an instance of the
ListInferenceComponentsRequest.Builderavoiding the need to create one manually viaListInferenceComponentsRequest.builder()- Parameters:
listInferenceComponentsRequest- AConsumerthat will call methods onListInferenceComponentsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListInferenceComponents operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listInferenceComponentsPaginator
default ListInferenceComponentsPublisher listInferenceComponentsPaginator(ListInferenceComponentsRequest listInferenceComponentsRequest)
Lists the inference components in your account and their properties.
This is a variant of
listInferenceComponents(software.amazon.awssdk.services.sagemaker.model.ListInferenceComponentsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListInferenceComponentsPublisher publisher = client.listInferenceComponentsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListInferenceComponentsPublisher publisher = client.listInferenceComponentsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListInferenceComponentsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListInferenceComponentsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listInferenceComponents(software.amazon.awssdk.services.sagemaker.model.ListInferenceComponentsRequest)operation.- Parameters:
listInferenceComponentsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listInferenceComponentsPaginator
default ListInferenceComponentsPublisher listInferenceComponentsPaginator(Consumer<ListInferenceComponentsRequest.Builder> listInferenceComponentsRequest)
Lists the inference components in your account and their properties.
This is a variant of
listInferenceComponents(software.amazon.awssdk.services.sagemaker.model.ListInferenceComponentsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListInferenceComponentsPublisher publisher = client.listInferenceComponentsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListInferenceComponentsPublisher publisher = client.listInferenceComponentsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListInferenceComponentsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListInferenceComponentsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listInferenceComponents(software.amazon.awssdk.services.sagemaker.model.ListInferenceComponentsRequest)operation.This is a convenience which creates an instance of the
ListInferenceComponentsRequest.Builderavoiding the need to create one manually viaListInferenceComponentsRequest.builder()- Parameters:
listInferenceComponentsRequest- AConsumerthat will call methods onListInferenceComponentsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listInferenceExperiments
default CompletableFuture<ListInferenceExperimentsResponse> listInferenceExperiments(ListInferenceExperimentsRequest listInferenceExperimentsRequest)
Returns the list of all inference experiments.
- Parameters:
listInferenceExperimentsRequest-- Returns:
- A Java Future containing the result of the ListInferenceExperiments operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listInferenceExperiments
default CompletableFuture<ListInferenceExperimentsResponse> listInferenceExperiments(Consumer<ListInferenceExperimentsRequest.Builder> listInferenceExperimentsRequest)
Returns the list of all inference experiments.
This is a convenience which creates an instance of the
ListInferenceExperimentsRequest.Builderavoiding the need to create one manually viaListInferenceExperimentsRequest.builder()- Parameters:
listInferenceExperimentsRequest- AConsumerthat will call methods onListInferenceExperimentsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListInferenceExperiments operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listInferenceExperimentsPaginator
default ListInferenceExperimentsPublisher listInferenceExperimentsPaginator(ListInferenceExperimentsRequest listInferenceExperimentsRequest)
Returns the list of all inference experiments.
This is a variant of
listInferenceExperiments(software.amazon.awssdk.services.sagemaker.model.ListInferenceExperimentsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListInferenceExperimentsPublisher publisher = client.listInferenceExperimentsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListInferenceExperimentsPublisher publisher = client.listInferenceExperimentsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListInferenceExperimentsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListInferenceExperimentsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listInferenceExperiments(software.amazon.awssdk.services.sagemaker.model.ListInferenceExperimentsRequest)operation.- Parameters:
listInferenceExperimentsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listInferenceExperimentsPaginator
default ListInferenceExperimentsPublisher listInferenceExperimentsPaginator(Consumer<ListInferenceExperimentsRequest.Builder> listInferenceExperimentsRequest)
Returns the list of all inference experiments.
This is a variant of
listInferenceExperiments(software.amazon.awssdk.services.sagemaker.model.ListInferenceExperimentsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListInferenceExperimentsPublisher publisher = client.listInferenceExperimentsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListInferenceExperimentsPublisher publisher = client.listInferenceExperimentsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListInferenceExperimentsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListInferenceExperimentsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listInferenceExperiments(software.amazon.awssdk.services.sagemaker.model.ListInferenceExperimentsRequest)operation.This is a convenience which creates an instance of the
ListInferenceExperimentsRequest.Builderavoiding the need to create one manually viaListInferenceExperimentsRequest.builder()- Parameters:
listInferenceExperimentsRequest- AConsumerthat will call methods onListInferenceExperimentsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listInferenceRecommendationsJobSteps
default CompletableFuture<ListInferenceRecommendationsJobStepsResponse> listInferenceRecommendationsJobSteps(ListInferenceRecommendationsJobStepsRequest listInferenceRecommendationsJobStepsRequest)
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.
- Parameters:
listInferenceRecommendationsJobStepsRequest-- Returns:
- A Java Future containing the result of the ListInferenceRecommendationsJobSteps operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listInferenceRecommendationsJobSteps
default CompletableFuture<ListInferenceRecommendationsJobStepsResponse> listInferenceRecommendationsJobSteps(Consumer<ListInferenceRecommendationsJobStepsRequest.Builder> listInferenceRecommendationsJobStepsRequest)
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.
This is a convenience which creates an instance of the
ListInferenceRecommendationsJobStepsRequest.Builderavoiding the need to create one manually viaListInferenceRecommendationsJobStepsRequest.builder()- Parameters:
listInferenceRecommendationsJobStepsRequest- AConsumerthat will call methods onListInferenceRecommendationsJobStepsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListInferenceRecommendationsJobSteps operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listInferenceRecommendationsJobStepsPaginator
default ListInferenceRecommendationsJobStepsPublisher listInferenceRecommendationsJobStepsPaginator(ListInferenceRecommendationsJobStepsRequest listInferenceRecommendationsJobStepsRequest)
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.
This is a variant of
listInferenceRecommendationsJobSteps(software.amazon.awssdk.services.sagemaker.model.ListInferenceRecommendationsJobStepsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListInferenceRecommendationsJobStepsPublisher publisher = client.listInferenceRecommendationsJobStepsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListInferenceRecommendationsJobStepsPublisher publisher = client.listInferenceRecommendationsJobStepsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListInferenceRecommendationsJobStepsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListInferenceRecommendationsJobStepsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listInferenceRecommendationsJobSteps(software.amazon.awssdk.services.sagemaker.model.ListInferenceRecommendationsJobStepsRequest)operation.- Parameters:
listInferenceRecommendationsJobStepsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listInferenceRecommendationsJobStepsPaginator
default ListInferenceRecommendationsJobStepsPublisher listInferenceRecommendationsJobStepsPaginator(Consumer<ListInferenceRecommendationsJobStepsRequest.Builder> listInferenceRecommendationsJobStepsRequest)
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.
This is a variant of
listInferenceRecommendationsJobSteps(software.amazon.awssdk.services.sagemaker.model.ListInferenceRecommendationsJobStepsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListInferenceRecommendationsJobStepsPublisher publisher = client.listInferenceRecommendationsJobStepsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListInferenceRecommendationsJobStepsPublisher publisher = client.listInferenceRecommendationsJobStepsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListInferenceRecommendationsJobStepsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListInferenceRecommendationsJobStepsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listInferenceRecommendationsJobSteps(software.amazon.awssdk.services.sagemaker.model.ListInferenceRecommendationsJobStepsRequest)operation.This is a convenience which creates an instance of the
ListInferenceRecommendationsJobStepsRequest.Builderavoiding the need to create one manually viaListInferenceRecommendationsJobStepsRequest.builder()- Parameters:
listInferenceRecommendationsJobStepsRequest- AConsumerthat will call methods onListInferenceRecommendationsJobStepsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listInferenceRecommendationsJobs
default CompletableFuture<ListInferenceRecommendationsJobsResponse> listInferenceRecommendationsJobs(ListInferenceRecommendationsJobsRequest listInferenceRecommendationsJobsRequest)
Lists recommendation jobs that satisfy various filters.
- Parameters:
listInferenceRecommendationsJobsRequest-- Returns:
- A Java Future containing the result of the ListInferenceRecommendationsJobs operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listInferenceRecommendationsJobs
default CompletableFuture<ListInferenceRecommendationsJobsResponse> listInferenceRecommendationsJobs(Consumer<ListInferenceRecommendationsJobsRequest.Builder> listInferenceRecommendationsJobsRequest)
Lists recommendation jobs that satisfy various filters.
This is a convenience which creates an instance of the
ListInferenceRecommendationsJobsRequest.Builderavoiding the need to create one manually viaListInferenceRecommendationsJobsRequest.builder()- Parameters:
listInferenceRecommendationsJobsRequest- AConsumerthat will call methods onListInferenceRecommendationsJobsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListInferenceRecommendationsJobs operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listInferenceRecommendationsJobsPaginator
default ListInferenceRecommendationsJobsPublisher listInferenceRecommendationsJobsPaginator(ListInferenceRecommendationsJobsRequest listInferenceRecommendationsJobsRequest)
Lists recommendation jobs that satisfy various filters.
This is a variant of
listInferenceRecommendationsJobs(software.amazon.awssdk.services.sagemaker.model.ListInferenceRecommendationsJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListInferenceRecommendationsJobsPublisher publisher = client.listInferenceRecommendationsJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListInferenceRecommendationsJobsPublisher publisher = client.listInferenceRecommendationsJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListInferenceRecommendationsJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListInferenceRecommendationsJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listInferenceRecommendationsJobs(software.amazon.awssdk.services.sagemaker.model.ListInferenceRecommendationsJobsRequest)operation.- Parameters:
listInferenceRecommendationsJobsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listInferenceRecommendationsJobsPaginator
default ListInferenceRecommendationsJobsPublisher listInferenceRecommendationsJobsPaginator(Consumer<ListInferenceRecommendationsJobsRequest.Builder> listInferenceRecommendationsJobsRequest)
Lists recommendation jobs that satisfy various filters.
This is a variant of
listInferenceRecommendationsJobs(software.amazon.awssdk.services.sagemaker.model.ListInferenceRecommendationsJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListInferenceRecommendationsJobsPublisher publisher = client.listInferenceRecommendationsJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListInferenceRecommendationsJobsPublisher publisher = client.listInferenceRecommendationsJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListInferenceRecommendationsJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListInferenceRecommendationsJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listInferenceRecommendationsJobs(software.amazon.awssdk.services.sagemaker.model.ListInferenceRecommendationsJobsRequest)operation.This is a convenience which creates an instance of the
ListInferenceRecommendationsJobsRequest.Builderavoiding the need to create one manually viaListInferenceRecommendationsJobsRequest.builder()- Parameters:
listInferenceRecommendationsJobsRequest- AConsumerthat will call methods onListInferenceRecommendationsJobsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listLabelingJobs
default CompletableFuture<ListLabelingJobsResponse> listLabelingJobs(ListLabelingJobsRequest listLabelingJobsRequest)
Gets a list of labeling jobs.
- Parameters:
listLabelingJobsRequest-- Returns:
- A Java Future containing the result of the ListLabelingJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listLabelingJobs
default CompletableFuture<ListLabelingJobsResponse> listLabelingJobs(Consumer<ListLabelingJobsRequest.Builder> listLabelingJobsRequest)
Gets a list of labeling jobs.
This is a convenience which creates an instance of the
ListLabelingJobsRequest.Builderavoiding the need to create one manually viaListLabelingJobsRequest.builder()- Parameters:
listLabelingJobsRequest- AConsumerthat will call methods onListLabelingJobsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListLabelingJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listLabelingJobs
default CompletableFuture<ListLabelingJobsResponse> listLabelingJobs()
Gets a list of labeling jobs.
- Returns:
- A Java Future containing the result of the ListLabelingJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listLabelingJobsForWorkteam
default CompletableFuture<ListLabelingJobsForWorkteamResponse> listLabelingJobsForWorkteam(ListLabelingJobsForWorkteamRequest listLabelingJobsForWorkteamRequest)
Gets a list of labeling jobs assigned to a specified work team.
- Parameters:
listLabelingJobsForWorkteamRequest-- Returns:
- A Java Future containing the result of the ListLabelingJobsForWorkteam operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listLabelingJobsForWorkteam
default CompletableFuture<ListLabelingJobsForWorkteamResponse> listLabelingJobsForWorkteam(Consumer<ListLabelingJobsForWorkteamRequest.Builder> listLabelingJobsForWorkteamRequest)
Gets a list of labeling jobs assigned to a specified work team.
This is a convenience which creates an instance of the
ListLabelingJobsForWorkteamRequest.Builderavoiding the need to create one manually viaListLabelingJobsForWorkteamRequest.builder()- Parameters:
listLabelingJobsForWorkteamRequest- AConsumerthat will call methods onListLabelingJobsForWorkteamRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListLabelingJobsForWorkteam operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listLabelingJobsForWorkteamPaginator
default ListLabelingJobsForWorkteamPublisher listLabelingJobsForWorkteamPaginator(ListLabelingJobsForWorkteamRequest listLabelingJobsForWorkteamRequest)
Gets a list of labeling jobs assigned to a specified work team.
This is a variant of
listLabelingJobsForWorkteam(software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsForWorkteamRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsForWorkteamPublisher publisher = client.listLabelingJobsForWorkteamPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsForWorkteamPublisher publisher = client.listLabelingJobsForWorkteamPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsForWorkteamResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsForWorkteamResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listLabelingJobsForWorkteam(software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsForWorkteamRequest)operation.- Parameters:
listLabelingJobsForWorkteamRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listLabelingJobsForWorkteamPaginator
default ListLabelingJobsForWorkteamPublisher listLabelingJobsForWorkteamPaginator(Consumer<ListLabelingJobsForWorkteamRequest.Builder> listLabelingJobsForWorkteamRequest)
Gets a list of labeling jobs assigned to a specified work team.
This is a variant of
listLabelingJobsForWorkteam(software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsForWorkteamRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsForWorkteamPublisher publisher = client.listLabelingJobsForWorkteamPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsForWorkteamPublisher publisher = client.listLabelingJobsForWorkteamPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsForWorkteamResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsForWorkteamResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listLabelingJobsForWorkteam(software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsForWorkteamRequest)operation.This is a convenience which creates an instance of the
ListLabelingJobsForWorkteamRequest.Builderavoiding the need to create one manually viaListLabelingJobsForWorkteamRequest.builder()- Parameters:
listLabelingJobsForWorkteamRequest- AConsumerthat will call methods onListLabelingJobsForWorkteamRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listLabelingJobsPaginator
default ListLabelingJobsPublisher listLabelingJobsPaginator()
Gets a list of labeling jobs.
This is a variant of
listLabelingJobs(software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsPublisher publisher = client.listLabelingJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsPublisher publisher = client.listLabelingJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listLabelingJobs(software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsRequest)operation.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listLabelingJobsPaginator
default ListLabelingJobsPublisher listLabelingJobsPaginator(ListLabelingJobsRequest listLabelingJobsRequest)
Gets a list of labeling jobs.
This is a variant of
listLabelingJobs(software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsPublisher publisher = client.listLabelingJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsPublisher publisher = client.listLabelingJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listLabelingJobs(software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsRequest)operation.- Parameters:
listLabelingJobsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listLabelingJobsPaginator
default ListLabelingJobsPublisher listLabelingJobsPaginator(Consumer<ListLabelingJobsRequest.Builder> listLabelingJobsRequest)
Gets a list of labeling jobs.
This is a variant of
listLabelingJobs(software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsPublisher publisher = client.listLabelingJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsPublisher publisher = client.listLabelingJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listLabelingJobs(software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsRequest)operation.This is a convenience which creates an instance of the
ListLabelingJobsRequest.Builderavoiding the need to create one manually viaListLabelingJobsRequest.builder()- Parameters:
listLabelingJobsRequest- AConsumerthat will call methods onListLabelingJobsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listLineageGroups
default CompletableFuture<ListLineageGroupsResponse> listLineageGroups(ListLineageGroupsRequest listLineageGroupsRequest)
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.
- Parameters:
listLineageGroupsRequest-- Returns:
- A Java Future containing the result of the ListLineageGroups operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listLineageGroups
default CompletableFuture<ListLineageGroupsResponse> listLineageGroups(Consumer<ListLineageGroupsRequest.Builder> listLineageGroupsRequest)
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.
This is a convenience which creates an instance of the
ListLineageGroupsRequest.Builderavoiding the need to create one manually viaListLineageGroupsRequest.builder()- Parameters:
listLineageGroupsRequest- AConsumerthat will call methods onListLineageGroupsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListLineageGroups operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listLineageGroupsPaginator
default ListLineageGroupsPublisher listLineageGroupsPaginator(ListLineageGroupsRequest listLineageGroupsRequest)
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.
This is a variant of
listLineageGroups(software.amazon.awssdk.services.sagemaker.model.ListLineageGroupsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListLineageGroupsPublisher publisher = client.listLineageGroupsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListLineageGroupsPublisher publisher = client.listLineageGroupsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListLineageGroupsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListLineageGroupsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listLineageGroups(software.amazon.awssdk.services.sagemaker.model.ListLineageGroupsRequest)operation.- Parameters:
listLineageGroupsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listLineageGroupsPaginator
default ListLineageGroupsPublisher listLineageGroupsPaginator(Consumer<ListLineageGroupsRequest.Builder> listLineageGroupsRequest)
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.
This is a variant of
listLineageGroups(software.amazon.awssdk.services.sagemaker.model.ListLineageGroupsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListLineageGroupsPublisher publisher = client.listLineageGroupsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListLineageGroupsPublisher publisher = client.listLineageGroupsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListLineageGroupsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListLineageGroupsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listLineageGroups(software.amazon.awssdk.services.sagemaker.model.ListLineageGroupsRequest)operation.This is a convenience which creates an instance of the
ListLineageGroupsRequest.Builderavoiding the need to create one manually viaListLineageGroupsRequest.builder()- Parameters:
listLineageGroupsRequest- AConsumerthat will call methods onListLineageGroupsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelBiasJobDefinitions
default CompletableFuture<ListModelBiasJobDefinitionsResponse> listModelBiasJobDefinitions(ListModelBiasJobDefinitionsRequest listModelBiasJobDefinitionsRequest)
Lists model bias jobs definitions that satisfy various filters.
- Parameters:
listModelBiasJobDefinitionsRequest-- Returns:
- A Java Future containing the result of the ListModelBiasJobDefinitions operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelBiasJobDefinitions
default CompletableFuture<ListModelBiasJobDefinitionsResponse> listModelBiasJobDefinitions(Consumer<ListModelBiasJobDefinitionsRequest.Builder> listModelBiasJobDefinitionsRequest)
Lists model bias jobs definitions that satisfy various filters.
This is a convenience which creates an instance of the
ListModelBiasJobDefinitionsRequest.Builderavoiding the need to create one manually viaListModelBiasJobDefinitionsRequest.builder()- Parameters:
listModelBiasJobDefinitionsRequest- AConsumerthat will call methods onListModelBiasJobDefinitionsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListModelBiasJobDefinitions operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelBiasJobDefinitionsPaginator
default ListModelBiasJobDefinitionsPublisher listModelBiasJobDefinitionsPaginator(ListModelBiasJobDefinitionsRequest listModelBiasJobDefinitionsRequest)
Lists model bias jobs definitions that satisfy various filters.
This is a variant of
listModelBiasJobDefinitions(software.amazon.awssdk.services.sagemaker.model.ListModelBiasJobDefinitionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelBiasJobDefinitionsPublisher publisher = client.listModelBiasJobDefinitionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelBiasJobDefinitionsPublisher publisher = client.listModelBiasJobDefinitionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelBiasJobDefinitionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelBiasJobDefinitionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModelBiasJobDefinitions(software.amazon.awssdk.services.sagemaker.model.ListModelBiasJobDefinitionsRequest)operation.- Parameters:
listModelBiasJobDefinitionsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelBiasJobDefinitionsPaginator
default ListModelBiasJobDefinitionsPublisher listModelBiasJobDefinitionsPaginator(Consumer<ListModelBiasJobDefinitionsRequest.Builder> listModelBiasJobDefinitionsRequest)
Lists model bias jobs definitions that satisfy various filters.
This is a variant of
listModelBiasJobDefinitions(software.amazon.awssdk.services.sagemaker.model.ListModelBiasJobDefinitionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelBiasJobDefinitionsPublisher publisher = client.listModelBiasJobDefinitionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelBiasJobDefinitionsPublisher publisher = client.listModelBiasJobDefinitionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelBiasJobDefinitionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelBiasJobDefinitionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModelBiasJobDefinitions(software.amazon.awssdk.services.sagemaker.model.ListModelBiasJobDefinitionsRequest)operation.This is a convenience which creates an instance of the
ListModelBiasJobDefinitionsRequest.Builderavoiding the need to create one manually viaListModelBiasJobDefinitionsRequest.builder()- Parameters:
listModelBiasJobDefinitionsRequest- AConsumerthat will call methods onListModelBiasJobDefinitionsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelCardExportJobs
default CompletableFuture<ListModelCardExportJobsResponse> listModelCardExportJobs(ListModelCardExportJobsRequest listModelCardExportJobsRequest)
List the export jobs for the Amazon SageMaker Model Card.
- Parameters:
listModelCardExportJobsRequest-- Returns:
- A Java Future containing the result of the ListModelCardExportJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelCardExportJobs
default CompletableFuture<ListModelCardExportJobsResponse> listModelCardExportJobs(Consumer<ListModelCardExportJobsRequest.Builder> listModelCardExportJobsRequest)
List the export jobs for the Amazon SageMaker Model Card.
This is a convenience which creates an instance of the
ListModelCardExportJobsRequest.Builderavoiding the need to create one manually viaListModelCardExportJobsRequest.builder()- Parameters:
listModelCardExportJobsRequest- AConsumerthat will call methods onListModelCardExportJobsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListModelCardExportJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelCardExportJobsPaginator
default ListModelCardExportJobsPublisher listModelCardExportJobsPaginator(ListModelCardExportJobsRequest listModelCardExportJobsRequest)
List the export jobs for the Amazon SageMaker Model Card.
This is a variant of
listModelCardExportJobs(software.amazon.awssdk.services.sagemaker.model.ListModelCardExportJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelCardExportJobsPublisher publisher = client.listModelCardExportJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelCardExportJobsPublisher publisher = client.listModelCardExportJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelCardExportJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelCardExportJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModelCardExportJobs(software.amazon.awssdk.services.sagemaker.model.ListModelCardExportJobsRequest)operation.- Parameters:
listModelCardExportJobsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelCardExportJobsPaginator
default ListModelCardExportJobsPublisher listModelCardExportJobsPaginator(Consumer<ListModelCardExportJobsRequest.Builder> listModelCardExportJobsRequest)
List the export jobs for the Amazon SageMaker Model Card.
This is a variant of
listModelCardExportJobs(software.amazon.awssdk.services.sagemaker.model.ListModelCardExportJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelCardExportJobsPublisher publisher = client.listModelCardExportJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelCardExportJobsPublisher publisher = client.listModelCardExportJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelCardExportJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelCardExportJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModelCardExportJobs(software.amazon.awssdk.services.sagemaker.model.ListModelCardExportJobsRequest)operation.This is a convenience which creates an instance of the
ListModelCardExportJobsRequest.Builderavoiding the need to create one manually viaListModelCardExportJobsRequest.builder()- Parameters:
listModelCardExportJobsRequest- AConsumerthat will call methods onListModelCardExportJobsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelCardVersions
default CompletableFuture<ListModelCardVersionsResponse> listModelCardVersions(ListModelCardVersionsRequest listModelCardVersionsRequest)
List existing versions of an Amazon SageMaker Model Card.
- Parameters:
listModelCardVersionsRequest-- Returns:
- A Java Future containing the result of the ListModelCardVersions operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelCardVersions
default CompletableFuture<ListModelCardVersionsResponse> listModelCardVersions(Consumer<ListModelCardVersionsRequest.Builder> listModelCardVersionsRequest)
List existing versions of an Amazon SageMaker Model Card.
This is a convenience which creates an instance of the
ListModelCardVersionsRequest.Builderavoiding the need to create one manually viaListModelCardVersionsRequest.builder()- Parameters:
listModelCardVersionsRequest- AConsumerthat will call methods onListModelCardVersionsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListModelCardVersions operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelCardVersionsPaginator
default ListModelCardVersionsPublisher listModelCardVersionsPaginator(ListModelCardVersionsRequest listModelCardVersionsRequest)
List existing versions of an Amazon SageMaker Model Card.
This is a variant of
listModelCardVersions(software.amazon.awssdk.services.sagemaker.model.ListModelCardVersionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelCardVersionsPublisher publisher = client.listModelCardVersionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelCardVersionsPublisher publisher = client.listModelCardVersionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelCardVersionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelCardVersionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModelCardVersions(software.amazon.awssdk.services.sagemaker.model.ListModelCardVersionsRequest)operation.- Parameters:
listModelCardVersionsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelCardVersionsPaginator
default ListModelCardVersionsPublisher listModelCardVersionsPaginator(Consumer<ListModelCardVersionsRequest.Builder> listModelCardVersionsRequest)
List existing versions of an Amazon SageMaker Model Card.
This is a variant of
listModelCardVersions(software.amazon.awssdk.services.sagemaker.model.ListModelCardVersionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelCardVersionsPublisher publisher = client.listModelCardVersionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelCardVersionsPublisher publisher = client.listModelCardVersionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelCardVersionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelCardVersionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModelCardVersions(software.amazon.awssdk.services.sagemaker.model.ListModelCardVersionsRequest)operation.This is a convenience which creates an instance of the
ListModelCardVersionsRequest.Builderavoiding the need to create one manually viaListModelCardVersionsRequest.builder()- Parameters:
listModelCardVersionsRequest- AConsumerthat will call methods onListModelCardVersionsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelCards
default CompletableFuture<ListModelCardsResponse> listModelCards(ListModelCardsRequest listModelCardsRequest)
List existing model cards.
- Parameters:
listModelCardsRequest-- Returns:
- A Java Future containing the result of the ListModelCards operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelCards
default CompletableFuture<ListModelCardsResponse> listModelCards(Consumer<ListModelCardsRequest.Builder> listModelCardsRequest)
List existing model cards.
This is a convenience which creates an instance of the
ListModelCardsRequest.Builderavoiding the need to create one manually viaListModelCardsRequest.builder()- Parameters:
listModelCardsRequest- AConsumerthat will call methods onListModelCardsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListModelCards operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelCardsPaginator
default ListModelCardsPublisher listModelCardsPaginator(ListModelCardsRequest listModelCardsRequest)
List existing model cards.
This is a variant of
listModelCards(software.amazon.awssdk.services.sagemaker.model.ListModelCardsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelCardsPublisher publisher = client.listModelCardsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelCardsPublisher publisher = client.listModelCardsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelCardsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelCardsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModelCards(software.amazon.awssdk.services.sagemaker.model.ListModelCardsRequest)operation.- Parameters:
listModelCardsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelCardsPaginator
default ListModelCardsPublisher listModelCardsPaginator(Consumer<ListModelCardsRequest.Builder> listModelCardsRequest)
List existing model cards.
This is a variant of
listModelCards(software.amazon.awssdk.services.sagemaker.model.ListModelCardsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelCardsPublisher publisher = client.listModelCardsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelCardsPublisher publisher = client.listModelCardsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelCardsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelCardsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModelCards(software.amazon.awssdk.services.sagemaker.model.ListModelCardsRequest)operation.This is a convenience which creates an instance of the
ListModelCardsRequest.Builderavoiding the need to create one manually viaListModelCardsRequest.builder()- Parameters:
listModelCardsRequest- AConsumerthat will call methods onListModelCardsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelExplainabilityJobDefinitions
default CompletableFuture<ListModelExplainabilityJobDefinitionsResponse> listModelExplainabilityJobDefinitions(ListModelExplainabilityJobDefinitionsRequest listModelExplainabilityJobDefinitionsRequest)
Lists model explainability job definitions that satisfy various filters.
- Parameters:
listModelExplainabilityJobDefinitionsRequest-- Returns:
- A Java Future containing the result of the ListModelExplainabilityJobDefinitions operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelExplainabilityJobDefinitions
default CompletableFuture<ListModelExplainabilityJobDefinitionsResponse> listModelExplainabilityJobDefinitions(Consumer<ListModelExplainabilityJobDefinitionsRequest.Builder> listModelExplainabilityJobDefinitionsRequest)
Lists model explainability job definitions that satisfy various filters.
This is a convenience which creates an instance of the
ListModelExplainabilityJobDefinitionsRequest.Builderavoiding the need to create one manually viaListModelExplainabilityJobDefinitionsRequest.builder()- Parameters:
listModelExplainabilityJobDefinitionsRequest- AConsumerthat will call methods onListModelExplainabilityJobDefinitionsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListModelExplainabilityJobDefinitions operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelExplainabilityJobDefinitionsPaginator
default ListModelExplainabilityJobDefinitionsPublisher listModelExplainabilityJobDefinitionsPaginator(ListModelExplainabilityJobDefinitionsRequest listModelExplainabilityJobDefinitionsRequest)
Lists model explainability job definitions that satisfy various filters.
This is a variant of
listModelExplainabilityJobDefinitions(software.amazon.awssdk.services.sagemaker.model.ListModelExplainabilityJobDefinitionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelExplainabilityJobDefinitionsPublisher publisher = client.listModelExplainabilityJobDefinitionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelExplainabilityJobDefinitionsPublisher publisher = client.listModelExplainabilityJobDefinitionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelExplainabilityJobDefinitionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelExplainabilityJobDefinitionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModelExplainabilityJobDefinitions(software.amazon.awssdk.services.sagemaker.model.ListModelExplainabilityJobDefinitionsRequest)operation.- Parameters:
listModelExplainabilityJobDefinitionsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelExplainabilityJobDefinitionsPaginator
default ListModelExplainabilityJobDefinitionsPublisher listModelExplainabilityJobDefinitionsPaginator(Consumer<ListModelExplainabilityJobDefinitionsRequest.Builder> listModelExplainabilityJobDefinitionsRequest)
Lists model explainability job definitions that satisfy various filters.
This is a variant of
listModelExplainabilityJobDefinitions(software.amazon.awssdk.services.sagemaker.model.ListModelExplainabilityJobDefinitionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelExplainabilityJobDefinitionsPublisher publisher = client.listModelExplainabilityJobDefinitionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelExplainabilityJobDefinitionsPublisher publisher = client.listModelExplainabilityJobDefinitionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelExplainabilityJobDefinitionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelExplainabilityJobDefinitionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModelExplainabilityJobDefinitions(software.amazon.awssdk.services.sagemaker.model.ListModelExplainabilityJobDefinitionsRequest)operation.This is a convenience which creates an instance of the
ListModelExplainabilityJobDefinitionsRequest.Builderavoiding the need to create one manually viaListModelExplainabilityJobDefinitionsRequest.builder()- Parameters:
listModelExplainabilityJobDefinitionsRequest- AConsumerthat will call methods onListModelExplainabilityJobDefinitionsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelMetadata
default CompletableFuture<ListModelMetadataResponse> listModelMetadata(ListModelMetadataRequest listModelMetadataRequest)
Lists the domain, framework, task, and model name of standard machine learning models found in common model zoos.
- Parameters:
listModelMetadataRequest-- Returns:
- A Java Future containing the result of the ListModelMetadata operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelMetadata
default CompletableFuture<ListModelMetadataResponse> listModelMetadata(Consumer<ListModelMetadataRequest.Builder> listModelMetadataRequest)
Lists the domain, framework, task, and model name of standard machine learning models found in common model zoos.
This is a convenience which creates an instance of the
ListModelMetadataRequest.Builderavoiding the need to create one manually viaListModelMetadataRequest.builder()- Parameters:
listModelMetadataRequest- AConsumerthat will call methods onListModelMetadataRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListModelMetadata operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelMetadataPaginator
default ListModelMetadataPublisher listModelMetadataPaginator(ListModelMetadataRequest listModelMetadataRequest)
Lists the domain, framework, task, and model name of standard machine learning models found in common model zoos.
This is a variant of
listModelMetadata(software.amazon.awssdk.services.sagemaker.model.ListModelMetadataRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelMetadataPublisher publisher = client.listModelMetadataPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelMetadataPublisher publisher = client.listModelMetadataPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelMetadataResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelMetadataResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModelMetadata(software.amazon.awssdk.services.sagemaker.model.ListModelMetadataRequest)operation.- Parameters:
listModelMetadataRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelMetadataPaginator
default ListModelMetadataPublisher listModelMetadataPaginator(Consumer<ListModelMetadataRequest.Builder> listModelMetadataRequest)
Lists the domain, framework, task, and model name of standard machine learning models found in common model zoos.
This is a variant of
listModelMetadata(software.amazon.awssdk.services.sagemaker.model.ListModelMetadataRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelMetadataPublisher publisher = client.listModelMetadataPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelMetadataPublisher publisher = client.listModelMetadataPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelMetadataResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelMetadataResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModelMetadata(software.amazon.awssdk.services.sagemaker.model.ListModelMetadataRequest)operation.This is a convenience which creates an instance of the
ListModelMetadataRequest.Builderavoiding the need to create one manually viaListModelMetadataRequest.builder()- Parameters:
listModelMetadataRequest- AConsumerthat will call methods onListModelMetadataRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelPackageGroups
default CompletableFuture<ListModelPackageGroupsResponse> listModelPackageGroups(ListModelPackageGroupsRequest listModelPackageGroupsRequest)
Gets a list of the model groups in your Amazon Web Services account.
- Parameters:
listModelPackageGroupsRequest-- Returns:
- A Java Future containing the result of the ListModelPackageGroups operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelPackageGroups
default CompletableFuture<ListModelPackageGroupsResponse> listModelPackageGroups(Consumer<ListModelPackageGroupsRequest.Builder> listModelPackageGroupsRequest)
Gets a list of the model groups in your Amazon Web Services account.
This is a convenience which creates an instance of the
ListModelPackageGroupsRequest.Builderavoiding the need to create one manually viaListModelPackageGroupsRequest.builder()- Parameters:
listModelPackageGroupsRequest- AConsumerthat will call methods onListModelPackageGroupsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListModelPackageGroups operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelPackageGroupsPaginator
default ListModelPackageGroupsPublisher listModelPackageGroupsPaginator(ListModelPackageGroupsRequest listModelPackageGroupsRequest)
Gets a list of the model groups in your Amazon Web Services account.
This is a variant of
listModelPackageGroups(software.amazon.awssdk.services.sagemaker.model.ListModelPackageGroupsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelPackageGroupsPublisher publisher = client.listModelPackageGroupsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelPackageGroupsPublisher publisher = client.listModelPackageGroupsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelPackageGroupsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelPackageGroupsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModelPackageGroups(software.amazon.awssdk.services.sagemaker.model.ListModelPackageGroupsRequest)operation.- Parameters:
listModelPackageGroupsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelPackageGroupsPaginator
default ListModelPackageGroupsPublisher listModelPackageGroupsPaginator(Consumer<ListModelPackageGroupsRequest.Builder> listModelPackageGroupsRequest)
Gets a list of the model groups in your Amazon Web Services account.
This is a variant of
listModelPackageGroups(software.amazon.awssdk.services.sagemaker.model.ListModelPackageGroupsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelPackageGroupsPublisher publisher = client.listModelPackageGroupsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelPackageGroupsPublisher publisher = client.listModelPackageGroupsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelPackageGroupsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelPackageGroupsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModelPackageGroups(software.amazon.awssdk.services.sagemaker.model.ListModelPackageGroupsRequest)operation.This is a convenience which creates an instance of the
ListModelPackageGroupsRequest.Builderavoiding the need to create one manually viaListModelPackageGroupsRequest.builder()- Parameters:
listModelPackageGroupsRequest- AConsumerthat will call methods onListModelPackageGroupsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelPackages
default CompletableFuture<ListModelPackagesResponse> listModelPackages(ListModelPackagesRequest listModelPackagesRequest)
Lists the model packages that have been created.
- Parameters:
listModelPackagesRequest-- Returns:
- A Java Future containing the result of the ListModelPackages operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelPackages
default CompletableFuture<ListModelPackagesResponse> listModelPackages(Consumer<ListModelPackagesRequest.Builder> listModelPackagesRequest)
Lists the model packages that have been created.
This is a convenience which creates an instance of the
ListModelPackagesRequest.Builderavoiding the need to create one manually viaListModelPackagesRequest.builder()- Parameters:
listModelPackagesRequest- AConsumerthat will call methods onListModelPackagesRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListModelPackages operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelPackages
default CompletableFuture<ListModelPackagesResponse> listModelPackages()
Lists the model packages that have been created.
- Returns:
- A Java Future containing the result of the ListModelPackages operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelPackagesPaginator
default ListModelPackagesPublisher listModelPackagesPaginator()
Lists the model packages that have been created.
This is a variant of
listModelPackages(software.amazon.awssdk.services.sagemaker.model.ListModelPackagesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelPackagesPublisher publisher = client.listModelPackagesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelPackagesPublisher publisher = client.listModelPackagesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelPackagesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelPackagesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModelPackages(software.amazon.awssdk.services.sagemaker.model.ListModelPackagesRequest)operation.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelPackagesPaginator
default ListModelPackagesPublisher listModelPackagesPaginator(ListModelPackagesRequest listModelPackagesRequest)
Lists the model packages that have been created.
This is a variant of
listModelPackages(software.amazon.awssdk.services.sagemaker.model.ListModelPackagesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelPackagesPublisher publisher = client.listModelPackagesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelPackagesPublisher publisher = client.listModelPackagesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelPackagesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelPackagesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModelPackages(software.amazon.awssdk.services.sagemaker.model.ListModelPackagesRequest)operation.- Parameters:
listModelPackagesRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelPackagesPaginator
default ListModelPackagesPublisher listModelPackagesPaginator(Consumer<ListModelPackagesRequest.Builder> listModelPackagesRequest)
Lists the model packages that have been created.
This is a variant of
listModelPackages(software.amazon.awssdk.services.sagemaker.model.ListModelPackagesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelPackagesPublisher publisher = client.listModelPackagesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelPackagesPublisher publisher = client.listModelPackagesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelPackagesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelPackagesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModelPackages(software.amazon.awssdk.services.sagemaker.model.ListModelPackagesRequest)operation.This is a convenience which creates an instance of the
ListModelPackagesRequest.Builderavoiding the need to create one manually viaListModelPackagesRequest.builder()- Parameters:
listModelPackagesRequest- AConsumerthat will call methods onListModelPackagesRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelQualityJobDefinitions
default CompletableFuture<ListModelQualityJobDefinitionsResponse> listModelQualityJobDefinitions(ListModelQualityJobDefinitionsRequest listModelQualityJobDefinitionsRequest)
Gets a list of model quality monitoring job definitions in your account.
- Parameters:
listModelQualityJobDefinitionsRequest-- Returns:
- A Java Future containing the result of the ListModelQualityJobDefinitions operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelQualityJobDefinitions
default CompletableFuture<ListModelQualityJobDefinitionsResponse> listModelQualityJobDefinitions(Consumer<ListModelQualityJobDefinitionsRequest.Builder> listModelQualityJobDefinitionsRequest)
Gets a list of model quality monitoring job definitions in your account.
This is a convenience which creates an instance of the
ListModelQualityJobDefinitionsRequest.Builderavoiding the need to create one manually viaListModelQualityJobDefinitionsRequest.builder()- Parameters:
listModelQualityJobDefinitionsRequest- AConsumerthat will call methods onListModelQualityJobDefinitionsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListModelQualityJobDefinitions operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelQualityJobDefinitionsPaginator
default ListModelQualityJobDefinitionsPublisher listModelQualityJobDefinitionsPaginator(ListModelQualityJobDefinitionsRequest listModelQualityJobDefinitionsRequest)
Gets a list of model quality monitoring job definitions in your account.
This is a variant of
listModelQualityJobDefinitions(software.amazon.awssdk.services.sagemaker.model.ListModelQualityJobDefinitionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelQualityJobDefinitionsPublisher publisher = client.listModelQualityJobDefinitionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelQualityJobDefinitionsPublisher publisher = client.listModelQualityJobDefinitionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelQualityJobDefinitionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelQualityJobDefinitionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModelQualityJobDefinitions(software.amazon.awssdk.services.sagemaker.model.ListModelQualityJobDefinitionsRequest)operation.- Parameters:
listModelQualityJobDefinitionsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelQualityJobDefinitionsPaginator
default ListModelQualityJobDefinitionsPublisher listModelQualityJobDefinitionsPaginator(Consumer<ListModelQualityJobDefinitionsRequest.Builder> listModelQualityJobDefinitionsRequest)
Gets a list of model quality monitoring job definitions in your account.
This is a variant of
listModelQualityJobDefinitions(software.amazon.awssdk.services.sagemaker.model.ListModelQualityJobDefinitionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelQualityJobDefinitionsPublisher publisher = client.listModelQualityJobDefinitionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelQualityJobDefinitionsPublisher publisher = client.listModelQualityJobDefinitionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelQualityJobDefinitionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelQualityJobDefinitionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModelQualityJobDefinitions(software.amazon.awssdk.services.sagemaker.model.ListModelQualityJobDefinitionsRequest)operation.This is a convenience which creates an instance of the
ListModelQualityJobDefinitionsRequest.Builderavoiding the need to create one manually viaListModelQualityJobDefinitionsRequest.builder()- Parameters:
listModelQualityJobDefinitionsRequest- AConsumerthat will call methods onListModelQualityJobDefinitionsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModels
default CompletableFuture<ListModelsResponse> listModels(ListModelsRequest listModelsRequest)
Lists models created with the
CreateModelAPI.- Parameters:
listModelsRequest-- Returns:
- A Java Future containing the result of the ListModels operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModels
default CompletableFuture<ListModelsResponse> listModels(Consumer<ListModelsRequest.Builder> listModelsRequest)
Lists models created with the
CreateModelAPI.
This is a convenience which creates an instance of the
ListModelsRequest.Builderavoiding the need to create one manually viaListModelsRequest.builder()- Parameters:
listModelsRequest- AConsumerthat will call methods onListModelsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListModels operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModels
default CompletableFuture<ListModelsResponse> listModels()
Lists models created with the
CreateModelAPI.- Returns:
- A Java Future containing the result of the ListModels operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelsPaginator
default ListModelsPublisher listModelsPaginator()
Lists models created with the
CreateModelAPI.
This is a variant of
listModels(software.amazon.awssdk.services.sagemaker.model.ListModelsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelsPublisher publisher = client.listModelsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelsPublisher publisher = client.listModelsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModels(software.amazon.awssdk.services.sagemaker.model.ListModelsRequest)operation.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelsPaginator
default ListModelsPublisher listModelsPaginator(ListModelsRequest listModelsRequest)
Lists models created with the
CreateModelAPI.
This is a variant of
listModels(software.amazon.awssdk.services.sagemaker.model.ListModelsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelsPublisher publisher = client.listModelsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelsPublisher publisher = client.listModelsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModels(software.amazon.awssdk.services.sagemaker.model.ListModelsRequest)operation.- Parameters:
listModelsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listModelsPaginator
default ListModelsPublisher listModelsPaginator(Consumer<ListModelsRequest.Builder> listModelsRequest)
Lists models created with the
CreateModelAPI.
This is a variant of
listModels(software.amazon.awssdk.services.sagemaker.model.ListModelsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListModelsPublisher publisher = client.listModelsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListModelsPublisher publisher = client.listModelsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListModelsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListModelsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listModels(software.amazon.awssdk.services.sagemaker.model.ListModelsRequest)operation.This is a convenience which creates an instance of the
ListModelsRequest.Builderavoiding the need to create one manually viaListModelsRequest.builder()- Parameters:
listModelsRequest- AConsumerthat will call methods onListModelsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listMonitoringAlertHistory
default CompletableFuture<ListMonitoringAlertHistoryResponse> listMonitoringAlertHistory(ListMonitoringAlertHistoryRequest listMonitoringAlertHistoryRequest)
Gets a list of past alerts in a model monitoring schedule.
- Parameters:
listMonitoringAlertHistoryRequest-- Returns:
- A Java Future containing the result of the ListMonitoringAlertHistory operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listMonitoringAlertHistory
default CompletableFuture<ListMonitoringAlertHistoryResponse> listMonitoringAlertHistory(Consumer<ListMonitoringAlertHistoryRequest.Builder> listMonitoringAlertHistoryRequest)
Gets a list of past alerts in a model monitoring schedule.
This is a convenience which creates an instance of the
ListMonitoringAlertHistoryRequest.Builderavoiding the need to create one manually viaListMonitoringAlertHistoryRequest.builder()- Parameters:
listMonitoringAlertHistoryRequest- AConsumerthat will call methods onListMonitoringAlertHistoryRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListMonitoringAlertHistory operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listMonitoringAlertHistoryPaginator
default ListMonitoringAlertHistoryPublisher listMonitoringAlertHistoryPaginator(ListMonitoringAlertHistoryRequest listMonitoringAlertHistoryRequest)
Gets a list of past alerts in a model monitoring schedule.
This is a variant of
listMonitoringAlertHistory(software.amazon.awssdk.services.sagemaker.model.ListMonitoringAlertHistoryRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListMonitoringAlertHistoryPublisher publisher = client.listMonitoringAlertHistoryPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringAlertHistoryPublisher publisher = client.listMonitoringAlertHistoryPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListMonitoringAlertHistoryResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListMonitoringAlertHistoryResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listMonitoringAlertHistory(software.amazon.awssdk.services.sagemaker.model.ListMonitoringAlertHistoryRequest)operation.- Parameters:
listMonitoringAlertHistoryRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listMonitoringAlertHistoryPaginator
default ListMonitoringAlertHistoryPublisher listMonitoringAlertHistoryPaginator(Consumer<ListMonitoringAlertHistoryRequest.Builder> listMonitoringAlertHistoryRequest)
Gets a list of past alerts in a model monitoring schedule.
This is a variant of
listMonitoringAlertHistory(software.amazon.awssdk.services.sagemaker.model.ListMonitoringAlertHistoryRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListMonitoringAlertHistoryPublisher publisher = client.listMonitoringAlertHistoryPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringAlertHistoryPublisher publisher = client.listMonitoringAlertHistoryPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListMonitoringAlertHistoryResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListMonitoringAlertHistoryResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listMonitoringAlertHistory(software.amazon.awssdk.services.sagemaker.model.ListMonitoringAlertHistoryRequest)operation.This is a convenience which creates an instance of the
ListMonitoringAlertHistoryRequest.Builderavoiding the need to create one manually viaListMonitoringAlertHistoryRequest.builder()- Parameters:
listMonitoringAlertHistoryRequest- AConsumerthat will call methods onListMonitoringAlertHistoryRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listMonitoringAlerts
default CompletableFuture<ListMonitoringAlertsResponse> listMonitoringAlerts(ListMonitoringAlertsRequest listMonitoringAlertsRequest)
Gets the alerts for a single monitoring schedule.
- Parameters:
listMonitoringAlertsRequest-- Returns:
- A Java Future containing the result of the ListMonitoringAlerts operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listMonitoringAlerts
default CompletableFuture<ListMonitoringAlertsResponse> listMonitoringAlerts(Consumer<ListMonitoringAlertsRequest.Builder> listMonitoringAlertsRequest)
Gets the alerts for a single monitoring schedule.
This is a convenience which creates an instance of the
ListMonitoringAlertsRequest.Builderavoiding the need to create one manually viaListMonitoringAlertsRequest.builder()- Parameters:
listMonitoringAlertsRequest- AConsumerthat will call methods onListMonitoringAlertsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListMonitoringAlerts operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listMonitoringAlertsPaginator
default ListMonitoringAlertsPublisher listMonitoringAlertsPaginator(ListMonitoringAlertsRequest listMonitoringAlertsRequest)
Gets the alerts for a single monitoring schedule.
This is a variant of
listMonitoringAlerts(software.amazon.awssdk.services.sagemaker.model.ListMonitoringAlertsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListMonitoringAlertsPublisher publisher = client.listMonitoringAlertsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringAlertsPublisher publisher = client.listMonitoringAlertsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListMonitoringAlertsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListMonitoringAlertsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listMonitoringAlerts(software.amazon.awssdk.services.sagemaker.model.ListMonitoringAlertsRequest)operation.- Parameters:
listMonitoringAlertsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listMonitoringAlertsPaginator
default ListMonitoringAlertsPublisher listMonitoringAlertsPaginator(Consumer<ListMonitoringAlertsRequest.Builder> listMonitoringAlertsRequest)
Gets the alerts for a single monitoring schedule.
This is a variant of
listMonitoringAlerts(software.amazon.awssdk.services.sagemaker.model.ListMonitoringAlertsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListMonitoringAlertsPublisher publisher = client.listMonitoringAlertsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringAlertsPublisher publisher = client.listMonitoringAlertsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListMonitoringAlertsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListMonitoringAlertsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listMonitoringAlerts(software.amazon.awssdk.services.sagemaker.model.ListMonitoringAlertsRequest)operation.This is a convenience which creates an instance of the
ListMonitoringAlertsRequest.Builderavoiding the need to create one manually viaListMonitoringAlertsRequest.builder()- Parameters:
listMonitoringAlertsRequest- AConsumerthat will call methods onListMonitoringAlertsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listMonitoringExecutions
default CompletableFuture<ListMonitoringExecutionsResponse> listMonitoringExecutions(ListMonitoringExecutionsRequest listMonitoringExecutionsRequest)
Returns list of all monitoring job executions.
- Parameters:
listMonitoringExecutionsRequest-- Returns:
- A Java Future containing the result of the ListMonitoringExecutions operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listMonitoringExecutions
default CompletableFuture<ListMonitoringExecutionsResponse> listMonitoringExecutions(Consumer<ListMonitoringExecutionsRequest.Builder> listMonitoringExecutionsRequest)
Returns list of all monitoring job executions.
This is a convenience which creates an instance of the
ListMonitoringExecutionsRequest.Builderavoiding the need to create one manually viaListMonitoringExecutionsRequest.builder()- Parameters:
listMonitoringExecutionsRequest- AConsumerthat will call methods onListMonitoringExecutionsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListMonitoringExecutions operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listMonitoringExecutionsPaginator
default ListMonitoringExecutionsPublisher listMonitoringExecutionsPaginator(ListMonitoringExecutionsRequest listMonitoringExecutionsRequest)
Returns list of all monitoring job executions.
This is a variant of
listMonitoringExecutions(software.amazon.awssdk.services.sagemaker.model.ListMonitoringExecutionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListMonitoringExecutionsPublisher publisher = client.listMonitoringExecutionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringExecutionsPublisher publisher = client.listMonitoringExecutionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListMonitoringExecutionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListMonitoringExecutionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listMonitoringExecutions(software.amazon.awssdk.services.sagemaker.model.ListMonitoringExecutionsRequest)operation.- Parameters:
listMonitoringExecutionsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listMonitoringExecutionsPaginator
default ListMonitoringExecutionsPublisher listMonitoringExecutionsPaginator(Consumer<ListMonitoringExecutionsRequest.Builder> listMonitoringExecutionsRequest)
Returns list of all monitoring job executions.
This is a variant of
listMonitoringExecutions(software.amazon.awssdk.services.sagemaker.model.ListMonitoringExecutionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListMonitoringExecutionsPublisher publisher = client.listMonitoringExecutionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringExecutionsPublisher publisher = client.listMonitoringExecutionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListMonitoringExecutionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListMonitoringExecutionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listMonitoringExecutions(software.amazon.awssdk.services.sagemaker.model.ListMonitoringExecutionsRequest)operation.This is a convenience which creates an instance of the
ListMonitoringExecutionsRequest.Builderavoiding the need to create one manually viaListMonitoringExecutionsRequest.builder()- Parameters:
listMonitoringExecutionsRequest- AConsumerthat will call methods onListMonitoringExecutionsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listMonitoringSchedules
default CompletableFuture<ListMonitoringSchedulesResponse> listMonitoringSchedules(ListMonitoringSchedulesRequest listMonitoringSchedulesRequest)
Returns list of all monitoring schedules.
- Parameters:
listMonitoringSchedulesRequest-- Returns:
- A Java Future containing the result of the ListMonitoringSchedules operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listMonitoringSchedules
default CompletableFuture<ListMonitoringSchedulesResponse> listMonitoringSchedules(Consumer<ListMonitoringSchedulesRequest.Builder> listMonitoringSchedulesRequest)
Returns list of all monitoring schedules.
This is a convenience which creates an instance of the
ListMonitoringSchedulesRequest.Builderavoiding the need to create one manually viaListMonitoringSchedulesRequest.builder()- Parameters:
listMonitoringSchedulesRequest- AConsumerthat will call methods onListMonitoringSchedulesRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListMonitoringSchedules operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listMonitoringSchedulesPaginator
default ListMonitoringSchedulesPublisher listMonitoringSchedulesPaginator(ListMonitoringSchedulesRequest listMonitoringSchedulesRequest)
Returns list of all monitoring schedules.
This is a variant of
listMonitoringSchedules(software.amazon.awssdk.services.sagemaker.model.ListMonitoringSchedulesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListMonitoringSchedulesPublisher publisher = client.listMonitoringSchedulesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringSchedulesPublisher publisher = client.listMonitoringSchedulesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListMonitoringSchedulesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListMonitoringSchedulesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listMonitoringSchedules(software.amazon.awssdk.services.sagemaker.model.ListMonitoringSchedulesRequest)operation.- Parameters:
listMonitoringSchedulesRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listMonitoringSchedulesPaginator
default ListMonitoringSchedulesPublisher listMonitoringSchedulesPaginator(Consumer<ListMonitoringSchedulesRequest.Builder> listMonitoringSchedulesRequest)
Returns list of all monitoring schedules.
This is a variant of
listMonitoringSchedules(software.amazon.awssdk.services.sagemaker.model.ListMonitoringSchedulesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListMonitoringSchedulesPublisher publisher = client.listMonitoringSchedulesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringSchedulesPublisher publisher = client.listMonitoringSchedulesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListMonitoringSchedulesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListMonitoringSchedulesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listMonitoringSchedules(software.amazon.awssdk.services.sagemaker.model.ListMonitoringSchedulesRequest)operation.This is a convenience which creates an instance of the
ListMonitoringSchedulesRequest.Builderavoiding the need to create one manually viaListMonitoringSchedulesRequest.builder()- Parameters:
listMonitoringSchedulesRequest- AConsumerthat will call methods onListMonitoringSchedulesRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listNotebookInstanceLifecycleConfigs
default CompletableFuture<ListNotebookInstanceLifecycleConfigsResponse> listNotebookInstanceLifecycleConfigs(ListNotebookInstanceLifecycleConfigsRequest listNotebookInstanceLifecycleConfigsRequest)
Lists notebook instance lifestyle configurations created with the CreateNotebookInstanceLifecycleConfig API.
- Parameters:
listNotebookInstanceLifecycleConfigsRequest-- Returns:
- A Java Future containing the result of the ListNotebookInstanceLifecycleConfigs operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listNotebookInstanceLifecycleConfigs
default CompletableFuture<ListNotebookInstanceLifecycleConfigsResponse> listNotebookInstanceLifecycleConfigs(Consumer<ListNotebookInstanceLifecycleConfigsRequest.Builder> listNotebookInstanceLifecycleConfigsRequest)
Lists notebook instance lifestyle configurations created with the CreateNotebookInstanceLifecycleConfig API.
This is a convenience which creates an instance of the
ListNotebookInstanceLifecycleConfigsRequest.Builderavoiding the need to create one manually viaListNotebookInstanceLifecycleConfigsRequest.builder()- Parameters:
listNotebookInstanceLifecycleConfigsRequest- AConsumerthat will call methods onListNotebookInstanceLifecycleConfigsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListNotebookInstanceLifecycleConfigs operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listNotebookInstanceLifecycleConfigs
default CompletableFuture<ListNotebookInstanceLifecycleConfigsResponse> listNotebookInstanceLifecycleConfigs()
Lists notebook instance lifestyle configurations created with the CreateNotebookInstanceLifecycleConfig API.
- Returns:
- A Java Future containing the result of the ListNotebookInstanceLifecycleConfigs operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listNotebookInstanceLifecycleConfigsPaginator
default ListNotebookInstanceLifecycleConfigsPublisher listNotebookInstanceLifecycleConfigsPaginator()
Lists notebook instance lifestyle configurations created with the CreateNotebookInstanceLifecycleConfig API.
This is a variant of
listNotebookInstanceLifecycleConfigs(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstanceLifecycleConfigsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstanceLifecycleConfigsPublisher publisher = client.listNotebookInstanceLifecycleConfigsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstanceLifecycleConfigsPublisher publisher = client.listNotebookInstanceLifecycleConfigsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListNotebookInstanceLifecycleConfigsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstanceLifecycleConfigsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listNotebookInstanceLifecycleConfigs(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstanceLifecycleConfigsRequest)operation.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listNotebookInstanceLifecycleConfigsPaginator
default ListNotebookInstanceLifecycleConfigsPublisher listNotebookInstanceLifecycleConfigsPaginator(ListNotebookInstanceLifecycleConfigsRequest listNotebookInstanceLifecycleConfigsRequest)
Lists notebook instance lifestyle configurations created with the CreateNotebookInstanceLifecycleConfig API.
This is a variant of
listNotebookInstanceLifecycleConfigs(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstanceLifecycleConfigsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstanceLifecycleConfigsPublisher publisher = client.listNotebookInstanceLifecycleConfigsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstanceLifecycleConfigsPublisher publisher = client.listNotebookInstanceLifecycleConfigsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListNotebookInstanceLifecycleConfigsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstanceLifecycleConfigsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listNotebookInstanceLifecycleConfigs(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstanceLifecycleConfigsRequest)operation.- Parameters:
listNotebookInstanceLifecycleConfigsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listNotebookInstanceLifecycleConfigsPaginator
default ListNotebookInstanceLifecycleConfigsPublisher listNotebookInstanceLifecycleConfigsPaginator(Consumer<ListNotebookInstanceLifecycleConfigsRequest.Builder> listNotebookInstanceLifecycleConfigsRequest)
Lists notebook instance lifestyle configurations created with the CreateNotebookInstanceLifecycleConfig API.
This is a variant of
listNotebookInstanceLifecycleConfigs(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstanceLifecycleConfigsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstanceLifecycleConfigsPublisher publisher = client.listNotebookInstanceLifecycleConfigsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstanceLifecycleConfigsPublisher publisher = client.listNotebookInstanceLifecycleConfigsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListNotebookInstanceLifecycleConfigsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstanceLifecycleConfigsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listNotebookInstanceLifecycleConfigs(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstanceLifecycleConfigsRequest)operation.This is a convenience which creates an instance of the
ListNotebookInstanceLifecycleConfigsRequest.Builderavoiding the need to create one manually viaListNotebookInstanceLifecycleConfigsRequest.builder()- Parameters:
listNotebookInstanceLifecycleConfigsRequest- AConsumerthat will call methods onListNotebookInstanceLifecycleConfigsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listNotebookInstances
default CompletableFuture<ListNotebookInstancesResponse> listNotebookInstances(ListNotebookInstancesRequest listNotebookInstancesRequest)
Returns a list of the SageMaker notebook instances in the requester's account in an Amazon Web Services Region.
- Parameters:
listNotebookInstancesRequest-- Returns:
- A Java Future containing the result of the ListNotebookInstances operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listNotebookInstances
default CompletableFuture<ListNotebookInstancesResponse> listNotebookInstances(Consumer<ListNotebookInstancesRequest.Builder> listNotebookInstancesRequest)
Returns a list of the SageMaker notebook instances in the requester's account in an Amazon Web Services Region.
This is a convenience which creates an instance of the
ListNotebookInstancesRequest.Builderavoiding the need to create one manually viaListNotebookInstancesRequest.builder()- Parameters:
listNotebookInstancesRequest- AConsumerthat will call methods onListNotebookInstancesRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListNotebookInstances operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listNotebookInstances
default CompletableFuture<ListNotebookInstancesResponse> listNotebookInstances()
Returns a list of the SageMaker notebook instances in the requester's account in an Amazon Web Services Region.
- Returns:
- A Java Future containing the result of the ListNotebookInstances operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listNotebookInstancesPaginator
default ListNotebookInstancesPublisher listNotebookInstancesPaginator()
Returns a list of the SageMaker notebook instances in the requester's account in an Amazon Web Services Region.
This is a variant of
listNotebookInstances(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstancesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstancesPublisher publisher = client.listNotebookInstancesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstancesPublisher publisher = client.listNotebookInstancesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListNotebookInstancesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstancesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listNotebookInstances(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstancesRequest)operation.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listNotebookInstancesPaginator
default ListNotebookInstancesPublisher listNotebookInstancesPaginator(ListNotebookInstancesRequest listNotebookInstancesRequest)
Returns a list of the SageMaker notebook instances in the requester's account in an Amazon Web Services Region.
This is a variant of
listNotebookInstances(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstancesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstancesPublisher publisher = client.listNotebookInstancesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstancesPublisher publisher = client.listNotebookInstancesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListNotebookInstancesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstancesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listNotebookInstances(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstancesRequest)operation.- Parameters:
listNotebookInstancesRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listNotebookInstancesPaginator
default ListNotebookInstancesPublisher listNotebookInstancesPaginator(Consumer<ListNotebookInstancesRequest.Builder> listNotebookInstancesRequest)
Returns a list of the SageMaker notebook instances in the requester's account in an Amazon Web Services Region.
This is a variant of
listNotebookInstances(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstancesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstancesPublisher publisher = client.listNotebookInstancesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstancesPublisher publisher = client.listNotebookInstancesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListNotebookInstancesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstancesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listNotebookInstances(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstancesRequest)operation.This is a convenience which creates an instance of the
ListNotebookInstancesRequest.Builderavoiding the need to create one manually viaListNotebookInstancesRequest.builder()- Parameters:
listNotebookInstancesRequest- AConsumerthat will call methods onListNotebookInstancesRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listPipelineExecutionSteps
default CompletableFuture<ListPipelineExecutionStepsResponse> listPipelineExecutionSteps(ListPipelineExecutionStepsRequest listPipelineExecutionStepsRequest)
Gets a list of
PipeLineExecutionStepobjects.- Parameters:
listPipelineExecutionStepsRequest-- Returns:
- A Java Future containing the result of the ListPipelineExecutionSteps operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listPipelineExecutionSteps
default CompletableFuture<ListPipelineExecutionStepsResponse> listPipelineExecutionSteps(Consumer<ListPipelineExecutionStepsRequest.Builder> listPipelineExecutionStepsRequest)
Gets a list of
PipeLineExecutionStepobjects.
This is a convenience which creates an instance of the
ListPipelineExecutionStepsRequest.Builderavoiding the need to create one manually viaListPipelineExecutionStepsRequest.builder()- Parameters:
listPipelineExecutionStepsRequest- AConsumerthat will call methods onListPipelineExecutionStepsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListPipelineExecutionSteps operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listPipelineExecutionStepsPaginator
default ListPipelineExecutionStepsPublisher listPipelineExecutionStepsPaginator(ListPipelineExecutionStepsRequest listPipelineExecutionStepsRequest)
Gets a list of
PipeLineExecutionStepobjects.
This is a variant of
listPipelineExecutionSteps(software.amazon.awssdk.services.sagemaker.model.ListPipelineExecutionStepsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListPipelineExecutionStepsPublisher publisher = client.listPipelineExecutionStepsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListPipelineExecutionStepsPublisher publisher = client.listPipelineExecutionStepsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListPipelineExecutionStepsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListPipelineExecutionStepsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listPipelineExecutionSteps(software.amazon.awssdk.services.sagemaker.model.ListPipelineExecutionStepsRequest)operation.- Parameters:
listPipelineExecutionStepsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listPipelineExecutionStepsPaginator
default ListPipelineExecutionStepsPublisher listPipelineExecutionStepsPaginator(Consumer<ListPipelineExecutionStepsRequest.Builder> listPipelineExecutionStepsRequest)
Gets a list of
PipeLineExecutionStepobjects.
This is a variant of
listPipelineExecutionSteps(software.amazon.awssdk.services.sagemaker.model.ListPipelineExecutionStepsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListPipelineExecutionStepsPublisher publisher = client.listPipelineExecutionStepsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListPipelineExecutionStepsPublisher publisher = client.listPipelineExecutionStepsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListPipelineExecutionStepsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListPipelineExecutionStepsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listPipelineExecutionSteps(software.amazon.awssdk.services.sagemaker.model.ListPipelineExecutionStepsRequest)operation.This is a convenience which creates an instance of the
ListPipelineExecutionStepsRequest.Builderavoiding the need to create one manually viaListPipelineExecutionStepsRequest.builder()- Parameters:
listPipelineExecutionStepsRequest- AConsumerthat will call methods onListPipelineExecutionStepsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listPipelineExecutions
default CompletableFuture<ListPipelineExecutionsResponse> listPipelineExecutions(ListPipelineExecutionsRequest listPipelineExecutionsRequest)
Gets a list of the pipeline executions.
- Parameters:
listPipelineExecutionsRequest-- Returns:
- A Java Future containing the result of the ListPipelineExecutions operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listPipelineExecutions
default CompletableFuture<ListPipelineExecutionsResponse> listPipelineExecutions(Consumer<ListPipelineExecutionsRequest.Builder> listPipelineExecutionsRequest)
Gets a list of the pipeline executions.
This is a convenience which creates an instance of the
ListPipelineExecutionsRequest.Builderavoiding the need to create one manually viaListPipelineExecutionsRequest.builder()- Parameters:
listPipelineExecutionsRequest- AConsumerthat will call methods onListPipelineExecutionsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListPipelineExecutions operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listPipelineExecutionsPaginator
default ListPipelineExecutionsPublisher listPipelineExecutionsPaginator(ListPipelineExecutionsRequest listPipelineExecutionsRequest)
Gets a list of the pipeline executions.
This is a variant of
listPipelineExecutions(software.amazon.awssdk.services.sagemaker.model.ListPipelineExecutionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListPipelineExecutionsPublisher publisher = client.listPipelineExecutionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListPipelineExecutionsPublisher publisher = client.listPipelineExecutionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListPipelineExecutionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListPipelineExecutionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listPipelineExecutions(software.amazon.awssdk.services.sagemaker.model.ListPipelineExecutionsRequest)operation.- Parameters:
listPipelineExecutionsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listPipelineExecutionsPaginator
default ListPipelineExecutionsPublisher listPipelineExecutionsPaginator(Consumer<ListPipelineExecutionsRequest.Builder> listPipelineExecutionsRequest)
Gets a list of the pipeline executions.
This is a variant of
listPipelineExecutions(software.amazon.awssdk.services.sagemaker.model.ListPipelineExecutionsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListPipelineExecutionsPublisher publisher = client.listPipelineExecutionsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListPipelineExecutionsPublisher publisher = client.listPipelineExecutionsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListPipelineExecutionsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListPipelineExecutionsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listPipelineExecutions(software.amazon.awssdk.services.sagemaker.model.ListPipelineExecutionsRequest)operation.This is a convenience which creates an instance of the
ListPipelineExecutionsRequest.Builderavoiding the need to create one manually viaListPipelineExecutionsRequest.builder()- Parameters:
listPipelineExecutionsRequest- AConsumerthat will call methods onListPipelineExecutionsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listPipelineParametersForExecution
default CompletableFuture<ListPipelineParametersForExecutionResponse> listPipelineParametersForExecution(ListPipelineParametersForExecutionRequest listPipelineParametersForExecutionRequest)
Gets a list of parameters for a pipeline execution.
- Parameters:
listPipelineParametersForExecutionRequest-- Returns:
- A Java Future containing the result of the ListPipelineParametersForExecution operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listPipelineParametersForExecution
default CompletableFuture<ListPipelineParametersForExecutionResponse> listPipelineParametersForExecution(Consumer<ListPipelineParametersForExecutionRequest.Builder> listPipelineParametersForExecutionRequest)
Gets a list of parameters for a pipeline execution.
This is a convenience which creates an instance of the
ListPipelineParametersForExecutionRequest.Builderavoiding the need to create one manually viaListPipelineParametersForExecutionRequest.builder()- Parameters:
listPipelineParametersForExecutionRequest- AConsumerthat will call methods onListPipelineParametersForExecutionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListPipelineParametersForExecution operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listPipelineParametersForExecutionPaginator
default ListPipelineParametersForExecutionPublisher listPipelineParametersForExecutionPaginator(ListPipelineParametersForExecutionRequest listPipelineParametersForExecutionRequest)
Gets a list of parameters for a pipeline execution.
This is a variant of
listPipelineParametersForExecution(software.amazon.awssdk.services.sagemaker.model.ListPipelineParametersForExecutionRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListPipelineParametersForExecutionPublisher publisher = client.listPipelineParametersForExecutionPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListPipelineParametersForExecutionPublisher publisher = client.listPipelineParametersForExecutionPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListPipelineParametersForExecutionResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListPipelineParametersForExecutionResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listPipelineParametersForExecution(software.amazon.awssdk.services.sagemaker.model.ListPipelineParametersForExecutionRequest)operation.- Parameters:
listPipelineParametersForExecutionRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listPipelineParametersForExecutionPaginator
default ListPipelineParametersForExecutionPublisher listPipelineParametersForExecutionPaginator(Consumer<ListPipelineParametersForExecutionRequest.Builder> listPipelineParametersForExecutionRequest)
Gets a list of parameters for a pipeline execution.
This is a variant of
listPipelineParametersForExecution(software.amazon.awssdk.services.sagemaker.model.ListPipelineParametersForExecutionRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListPipelineParametersForExecutionPublisher publisher = client.listPipelineParametersForExecutionPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListPipelineParametersForExecutionPublisher publisher = client.listPipelineParametersForExecutionPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListPipelineParametersForExecutionResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListPipelineParametersForExecutionResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listPipelineParametersForExecution(software.amazon.awssdk.services.sagemaker.model.ListPipelineParametersForExecutionRequest)operation.This is a convenience which creates an instance of the
ListPipelineParametersForExecutionRequest.Builderavoiding the need to create one manually viaListPipelineParametersForExecutionRequest.builder()- Parameters:
listPipelineParametersForExecutionRequest- AConsumerthat will call methods onListPipelineParametersForExecutionRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listPipelines
default CompletableFuture<ListPipelinesResponse> listPipelines(ListPipelinesRequest listPipelinesRequest)
Gets a list of pipelines.
- Parameters:
listPipelinesRequest-- Returns:
- A Java Future containing the result of the ListPipelines operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listPipelines
default CompletableFuture<ListPipelinesResponse> listPipelines(Consumer<ListPipelinesRequest.Builder> listPipelinesRequest)
Gets a list of pipelines.
This is a convenience which creates an instance of the
ListPipelinesRequest.Builderavoiding the need to create one manually viaListPipelinesRequest.builder()- Parameters:
listPipelinesRequest- AConsumerthat will call methods onListPipelinesRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListPipelines operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listPipelinesPaginator
default ListPipelinesPublisher listPipelinesPaginator(ListPipelinesRequest listPipelinesRequest)
Gets a list of pipelines.
This is a variant of
listPipelines(software.amazon.awssdk.services.sagemaker.model.ListPipelinesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListPipelinesPublisher publisher = client.listPipelinesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListPipelinesPublisher publisher = client.listPipelinesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListPipelinesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListPipelinesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listPipelines(software.amazon.awssdk.services.sagemaker.model.ListPipelinesRequest)operation.- Parameters:
listPipelinesRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listPipelinesPaginator
default ListPipelinesPublisher listPipelinesPaginator(Consumer<ListPipelinesRequest.Builder> listPipelinesRequest)
Gets a list of pipelines.
This is a variant of
listPipelines(software.amazon.awssdk.services.sagemaker.model.ListPipelinesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListPipelinesPublisher publisher = client.listPipelinesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListPipelinesPublisher publisher = client.listPipelinesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListPipelinesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListPipelinesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listPipelines(software.amazon.awssdk.services.sagemaker.model.ListPipelinesRequest)operation.This is a convenience which creates an instance of the
ListPipelinesRequest.Builderavoiding the need to create one manually viaListPipelinesRequest.builder()- Parameters:
listPipelinesRequest- AConsumerthat will call methods onListPipelinesRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listProcessingJobs
default CompletableFuture<ListProcessingJobsResponse> listProcessingJobs(ListProcessingJobsRequest listProcessingJobsRequest)
Lists processing jobs that satisfy various filters.
- Parameters:
listProcessingJobsRequest-- Returns:
- A Java Future containing the result of the ListProcessingJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listProcessingJobs
default CompletableFuture<ListProcessingJobsResponse> listProcessingJobs(Consumer<ListProcessingJobsRequest.Builder> listProcessingJobsRequest)
Lists processing jobs that satisfy various filters.
This is a convenience which creates an instance of the
ListProcessingJobsRequest.Builderavoiding the need to create one manually viaListProcessingJobsRequest.builder()- Parameters:
listProcessingJobsRequest- AConsumerthat will call methods onListProcessingJobsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListProcessingJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listProcessingJobsPaginator
default ListProcessingJobsPublisher listProcessingJobsPaginator(ListProcessingJobsRequest listProcessingJobsRequest)
Lists processing jobs that satisfy various filters.
This is a variant of
listProcessingJobs(software.amazon.awssdk.services.sagemaker.model.ListProcessingJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListProcessingJobsPublisher publisher = client.listProcessingJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListProcessingJobsPublisher publisher = client.listProcessingJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListProcessingJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListProcessingJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listProcessingJobs(software.amazon.awssdk.services.sagemaker.model.ListProcessingJobsRequest)operation.- Parameters:
listProcessingJobsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listProcessingJobsPaginator
default ListProcessingJobsPublisher listProcessingJobsPaginator(Consumer<ListProcessingJobsRequest.Builder> listProcessingJobsRequest)
Lists processing jobs that satisfy various filters.
This is a variant of
listProcessingJobs(software.amazon.awssdk.services.sagemaker.model.ListProcessingJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListProcessingJobsPublisher publisher = client.listProcessingJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListProcessingJobsPublisher publisher = client.listProcessingJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListProcessingJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListProcessingJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listProcessingJobs(software.amazon.awssdk.services.sagemaker.model.ListProcessingJobsRequest)operation.This is a convenience which creates an instance of the
ListProcessingJobsRequest.Builderavoiding the need to create one manually viaListProcessingJobsRequest.builder()- Parameters:
listProcessingJobsRequest- AConsumerthat will call methods onListProcessingJobsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listProjects
default CompletableFuture<ListProjectsResponse> listProjects(ListProjectsRequest listProjectsRequest)
Gets a list of the projects in an Amazon Web Services account.
- Parameters:
listProjectsRequest-- Returns:
- A Java Future containing the result of the ListProjects operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listProjects
default CompletableFuture<ListProjectsResponse> listProjects(Consumer<ListProjectsRequest.Builder> listProjectsRequest)
Gets a list of the projects in an Amazon Web Services account.
This is a convenience which creates an instance of the
ListProjectsRequest.Builderavoiding the need to create one manually viaListProjectsRequest.builder()- Parameters:
listProjectsRequest- AConsumerthat will call methods onListProjectsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListProjects operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listProjectsPaginator
default ListProjectsPublisher listProjectsPaginator(ListProjectsRequest listProjectsRequest)
Gets a list of the projects in an Amazon Web Services account.
This is a variant of
listProjects(software.amazon.awssdk.services.sagemaker.model.ListProjectsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListProjectsPublisher publisher = client.listProjectsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListProjectsPublisher publisher = client.listProjectsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListProjectsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListProjectsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listProjects(software.amazon.awssdk.services.sagemaker.model.ListProjectsRequest)operation.- Parameters:
listProjectsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listProjectsPaginator
default ListProjectsPublisher listProjectsPaginator(Consumer<ListProjectsRequest.Builder> listProjectsRequest)
Gets a list of the projects in an Amazon Web Services account.
This is a variant of
listProjects(software.amazon.awssdk.services.sagemaker.model.ListProjectsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListProjectsPublisher publisher = client.listProjectsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListProjectsPublisher publisher = client.listProjectsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListProjectsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListProjectsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listProjects(software.amazon.awssdk.services.sagemaker.model.ListProjectsRequest)operation.This is a convenience which creates an instance of the
ListProjectsRequest.Builderavoiding the need to create one manually viaListProjectsRequest.builder()- Parameters:
listProjectsRequest- AConsumerthat will call methods onListProjectsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listResourceCatalogs
default CompletableFuture<ListResourceCatalogsResponse> listResourceCatalogs(ListResourceCatalogsRequest listResourceCatalogsRequest)
Lists Amazon SageMaker Catalogs based on given filters and orders. The maximum number of
ResourceCatalogs viewable is 1000.- Parameters:
listResourceCatalogsRequest-- Returns:
- A Java Future containing the result of the ListResourceCatalogs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listResourceCatalogs
default CompletableFuture<ListResourceCatalogsResponse> listResourceCatalogs(Consumer<ListResourceCatalogsRequest.Builder> listResourceCatalogsRequest)
Lists Amazon SageMaker Catalogs based on given filters and orders. The maximum number of
ResourceCatalogs viewable is 1000.
This is a convenience which creates an instance of the
ListResourceCatalogsRequest.Builderavoiding the need to create one manually viaListResourceCatalogsRequest.builder()- Parameters:
listResourceCatalogsRequest- AConsumerthat will call methods onListResourceCatalogsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListResourceCatalogs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listResourceCatalogsPaginator
default ListResourceCatalogsPublisher listResourceCatalogsPaginator(ListResourceCatalogsRequest listResourceCatalogsRequest)
Lists Amazon SageMaker Catalogs based on given filters and orders. The maximum number of
ResourceCatalogs viewable is 1000.
This is a variant of
listResourceCatalogs(software.amazon.awssdk.services.sagemaker.model.ListResourceCatalogsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListResourceCatalogsPublisher publisher = client.listResourceCatalogsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListResourceCatalogsPublisher publisher = client.listResourceCatalogsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListResourceCatalogsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListResourceCatalogsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listResourceCatalogs(software.amazon.awssdk.services.sagemaker.model.ListResourceCatalogsRequest)operation.- Parameters:
listResourceCatalogsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listResourceCatalogsPaginator
default ListResourceCatalogsPublisher listResourceCatalogsPaginator(Consumer<ListResourceCatalogsRequest.Builder> listResourceCatalogsRequest)
Lists Amazon SageMaker Catalogs based on given filters and orders. The maximum number of
ResourceCatalogs viewable is 1000.
This is a variant of
listResourceCatalogs(software.amazon.awssdk.services.sagemaker.model.ListResourceCatalogsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListResourceCatalogsPublisher publisher = client.listResourceCatalogsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListResourceCatalogsPublisher publisher = client.listResourceCatalogsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListResourceCatalogsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListResourceCatalogsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listResourceCatalogs(software.amazon.awssdk.services.sagemaker.model.ListResourceCatalogsRequest)operation.This is a convenience which creates an instance of the
ListResourceCatalogsRequest.Builderavoiding the need to create one manually viaListResourceCatalogsRequest.builder()- Parameters:
listResourceCatalogsRequest- AConsumerthat will call methods onListResourceCatalogsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listSpaces
default CompletableFuture<ListSpacesResponse> listSpaces(ListSpacesRequest listSpacesRequest)
Lists spaces.
- Parameters:
listSpacesRequest-- Returns:
- A Java Future containing the result of the ListSpaces operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listSpaces
default CompletableFuture<ListSpacesResponse> listSpaces(Consumer<ListSpacesRequest.Builder> listSpacesRequest)
Lists spaces.
This is a convenience which creates an instance of the
ListSpacesRequest.Builderavoiding the need to create one manually viaListSpacesRequest.builder()- Parameters:
listSpacesRequest- AConsumerthat will call methods onListSpacesRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListSpaces operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listSpacesPaginator
default ListSpacesPublisher listSpacesPaginator(ListSpacesRequest listSpacesRequest)
Lists spaces.
This is a variant of
listSpaces(software.amazon.awssdk.services.sagemaker.model.ListSpacesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListSpacesPublisher publisher = client.listSpacesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListSpacesPublisher publisher = client.listSpacesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListSpacesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListSpacesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listSpaces(software.amazon.awssdk.services.sagemaker.model.ListSpacesRequest)operation.- Parameters:
listSpacesRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listSpacesPaginator
default ListSpacesPublisher listSpacesPaginator(Consumer<ListSpacesRequest.Builder> listSpacesRequest)
Lists spaces.
This is a variant of
listSpaces(software.amazon.awssdk.services.sagemaker.model.ListSpacesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListSpacesPublisher publisher = client.listSpacesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListSpacesPublisher publisher = client.listSpacesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListSpacesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListSpacesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listSpaces(software.amazon.awssdk.services.sagemaker.model.ListSpacesRequest)operation.This is a convenience which creates an instance of the
ListSpacesRequest.Builderavoiding the need to create one manually viaListSpacesRequest.builder()- Parameters:
listSpacesRequest- AConsumerthat will call methods onListSpacesRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listStageDevices
default CompletableFuture<ListStageDevicesResponse> listStageDevices(ListStageDevicesRequest listStageDevicesRequest)
Lists devices allocated to the stage, containing detailed device information and deployment status.
- Parameters:
listStageDevicesRequest-- Returns:
- A Java Future containing the result of the ListStageDevices operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listStageDevices
default CompletableFuture<ListStageDevicesResponse> listStageDevices(Consumer<ListStageDevicesRequest.Builder> listStageDevicesRequest)
Lists devices allocated to the stage, containing detailed device information and deployment status.
This is a convenience which creates an instance of the
ListStageDevicesRequest.Builderavoiding the need to create one manually viaListStageDevicesRequest.builder()- Parameters:
listStageDevicesRequest- AConsumerthat will call methods onListStageDevicesRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListStageDevices operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listStageDevicesPaginator
default ListStageDevicesPublisher listStageDevicesPaginator(ListStageDevicesRequest listStageDevicesRequest)
Lists devices allocated to the stage, containing detailed device information and deployment status.
This is a variant of
listStageDevices(software.amazon.awssdk.services.sagemaker.model.ListStageDevicesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListStageDevicesPublisher publisher = client.listStageDevicesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListStageDevicesPublisher publisher = client.listStageDevicesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListStageDevicesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListStageDevicesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listStageDevices(software.amazon.awssdk.services.sagemaker.model.ListStageDevicesRequest)operation.- Parameters:
listStageDevicesRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listStageDevicesPaginator
default ListStageDevicesPublisher listStageDevicesPaginator(Consumer<ListStageDevicesRequest.Builder> listStageDevicesRequest)
Lists devices allocated to the stage, containing detailed device information and deployment status.
This is a variant of
listStageDevices(software.amazon.awssdk.services.sagemaker.model.ListStageDevicesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListStageDevicesPublisher publisher = client.listStageDevicesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListStageDevicesPublisher publisher = client.listStageDevicesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListStageDevicesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListStageDevicesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listStageDevices(software.amazon.awssdk.services.sagemaker.model.ListStageDevicesRequest)operation.This is a convenience which creates an instance of the
ListStageDevicesRequest.Builderavoiding the need to create one manually viaListStageDevicesRequest.builder()- Parameters:
listStageDevicesRequest- AConsumerthat will call methods onListStageDevicesRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listStudioLifecycleConfigs
default CompletableFuture<ListStudioLifecycleConfigsResponse> listStudioLifecycleConfigs(ListStudioLifecycleConfigsRequest listStudioLifecycleConfigsRequest)
Lists the Amazon SageMaker Studio Lifecycle Configurations in your Amazon Web Services Account.
- Parameters:
listStudioLifecycleConfigsRequest-- Returns:
- A Java Future containing the result of the ListStudioLifecycleConfigs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listStudioLifecycleConfigs
default CompletableFuture<ListStudioLifecycleConfigsResponse> listStudioLifecycleConfigs(Consumer<ListStudioLifecycleConfigsRequest.Builder> listStudioLifecycleConfigsRequest)
Lists the Amazon SageMaker Studio Lifecycle Configurations in your Amazon Web Services Account.
This is a convenience which creates an instance of the
ListStudioLifecycleConfigsRequest.Builderavoiding the need to create one manually viaListStudioLifecycleConfigsRequest.builder()- Parameters:
listStudioLifecycleConfigsRequest- AConsumerthat will call methods onListStudioLifecycleConfigsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListStudioLifecycleConfigs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listStudioLifecycleConfigsPaginator
default ListStudioLifecycleConfigsPublisher listStudioLifecycleConfigsPaginator(ListStudioLifecycleConfigsRequest listStudioLifecycleConfigsRequest)
Lists the Amazon SageMaker Studio Lifecycle Configurations in your Amazon Web Services Account.
This is a variant of
listStudioLifecycleConfigs(software.amazon.awssdk.services.sagemaker.model.ListStudioLifecycleConfigsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListStudioLifecycleConfigsPublisher publisher = client.listStudioLifecycleConfigsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListStudioLifecycleConfigsPublisher publisher = client.listStudioLifecycleConfigsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListStudioLifecycleConfigsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListStudioLifecycleConfigsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listStudioLifecycleConfigs(software.amazon.awssdk.services.sagemaker.model.ListStudioLifecycleConfigsRequest)operation.- Parameters:
listStudioLifecycleConfigsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listStudioLifecycleConfigsPaginator
default ListStudioLifecycleConfigsPublisher listStudioLifecycleConfigsPaginator(Consumer<ListStudioLifecycleConfigsRequest.Builder> listStudioLifecycleConfigsRequest)
Lists the Amazon SageMaker Studio Lifecycle Configurations in your Amazon Web Services Account.
This is a variant of
listStudioLifecycleConfigs(software.amazon.awssdk.services.sagemaker.model.ListStudioLifecycleConfigsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListStudioLifecycleConfigsPublisher publisher = client.listStudioLifecycleConfigsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListStudioLifecycleConfigsPublisher publisher = client.listStudioLifecycleConfigsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListStudioLifecycleConfigsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListStudioLifecycleConfigsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listStudioLifecycleConfigs(software.amazon.awssdk.services.sagemaker.model.ListStudioLifecycleConfigsRequest)operation.This is a convenience which creates an instance of the
ListStudioLifecycleConfigsRequest.Builderavoiding the need to create one manually viaListStudioLifecycleConfigsRequest.builder()- Parameters:
listStudioLifecycleConfigsRequest- AConsumerthat will call methods onListStudioLifecycleConfigsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listSubscribedWorkteams
default CompletableFuture<ListSubscribedWorkteamsResponse> listSubscribedWorkteams(ListSubscribedWorkteamsRequest listSubscribedWorkteamsRequest)
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
NameContainsparameter.- Parameters:
listSubscribedWorkteamsRequest-- Returns:
- A Java Future containing the result of the ListSubscribedWorkteams operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listSubscribedWorkteams
default CompletableFuture<ListSubscribedWorkteamsResponse> listSubscribedWorkteams(Consumer<ListSubscribedWorkteamsRequest.Builder> listSubscribedWorkteamsRequest)
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
NameContainsparameter.
This is a convenience which creates an instance of the
ListSubscribedWorkteamsRequest.Builderavoiding the need to create one manually viaListSubscribedWorkteamsRequest.builder()- Parameters:
listSubscribedWorkteamsRequest- AConsumerthat will call methods onListSubscribedWorkteamsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListSubscribedWorkteams operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listSubscribedWorkteams
default CompletableFuture<ListSubscribedWorkteamsResponse> 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
NameContainsparameter.- Returns:
- A Java Future containing the result of the ListSubscribedWorkteams operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listSubscribedWorkteamsPaginator
default ListSubscribedWorkteamsPublisher listSubscribedWorkteamsPaginator()
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
NameContainsparameter.
This is a variant of
listSubscribedWorkteams(software.amazon.awssdk.services.sagemaker.model.ListSubscribedWorkteamsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListSubscribedWorkteamsPublisher publisher = client.listSubscribedWorkteamsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListSubscribedWorkteamsPublisher publisher = client.listSubscribedWorkteamsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListSubscribedWorkteamsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListSubscribedWorkteamsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listSubscribedWorkteams(software.amazon.awssdk.services.sagemaker.model.ListSubscribedWorkteamsRequest)operation.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listSubscribedWorkteamsPaginator
default ListSubscribedWorkteamsPublisher listSubscribedWorkteamsPaginator(ListSubscribedWorkteamsRequest listSubscribedWorkteamsRequest)
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
NameContainsparameter.
This is a variant of
listSubscribedWorkteams(software.amazon.awssdk.services.sagemaker.model.ListSubscribedWorkteamsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListSubscribedWorkteamsPublisher publisher = client.listSubscribedWorkteamsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListSubscribedWorkteamsPublisher publisher = client.listSubscribedWorkteamsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListSubscribedWorkteamsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListSubscribedWorkteamsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listSubscribedWorkteams(software.amazon.awssdk.services.sagemaker.model.ListSubscribedWorkteamsRequest)operation.- Parameters:
listSubscribedWorkteamsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listSubscribedWorkteamsPaginator
default ListSubscribedWorkteamsPublisher listSubscribedWorkteamsPaginator(Consumer<ListSubscribedWorkteamsRequest.Builder> listSubscribedWorkteamsRequest)
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
NameContainsparameter.
This is a variant of
listSubscribedWorkteams(software.amazon.awssdk.services.sagemaker.model.ListSubscribedWorkteamsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListSubscribedWorkteamsPublisher publisher = client.listSubscribedWorkteamsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListSubscribedWorkteamsPublisher publisher = client.listSubscribedWorkteamsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListSubscribedWorkteamsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListSubscribedWorkteamsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listSubscribedWorkteams(software.amazon.awssdk.services.sagemaker.model.ListSubscribedWorkteamsRequest)operation.This is a convenience which creates an instance of the
ListSubscribedWorkteamsRequest.Builderavoiding the need to create one manually viaListSubscribedWorkteamsRequest.builder()- Parameters:
listSubscribedWorkteamsRequest- AConsumerthat will call methods onListSubscribedWorkteamsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTags
default CompletableFuture<ListTagsResponse> listTags(ListTagsRequest listTagsRequest)
Returns the tags for the specified SageMaker resource.
- Parameters:
listTagsRequest-- Returns:
- A Java Future containing the result of the ListTags operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTags
default CompletableFuture<ListTagsResponse> listTags(Consumer<ListTagsRequest.Builder> listTagsRequest)
Returns the tags for the specified SageMaker resource.
This is a convenience which creates an instance of the
ListTagsRequest.Builderavoiding the need to create one manually viaListTagsRequest.builder()- Parameters:
listTagsRequest- AConsumerthat will call methods onListTagsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListTags operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTagsPaginator
default ListTagsPublisher listTagsPaginator(ListTagsRequest listTagsRequest)
Returns the tags for the specified SageMaker resource.
This is a variant of
listTags(software.amazon.awssdk.services.sagemaker.model.ListTagsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListTagsPublisher publisher = client.listTagsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListTagsPublisher publisher = client.listTagsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListTagsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListTagsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listTags(software.amazon.awssdk.services.sagemaker.model.ListTagsRequest)operation.- Parameters:
listTagsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTagsPaginator
default ListTagsPublisher listTagsPaginator(Consumer<ListTagsRequest.Builder> listTagsRequest)
Returns the tags for the specified SageMaker resource.
This is a variant of
listTags(software.amazon.awssdk.services.sagemaker.model.ListTagsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListTagsPublisher publisher = client.listTagsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListTagsPublisher publisher = client.listTagsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListTagsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListTagsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listTags(software.amazon.awssdk.services.sagemaker.model.ListTagsRequest)operation.This is a convenience which creates an instance of the
ListTagsRequest.Builderavoiding the need to create one manually viaListTagsRequest.builder()- Parameters:
listTagsRequest- AConsumerthat will call methods onListTagsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTrainingJobs
default CompletableFuture<ListTrainingJobsResponse> listTrainingJobs(ListTrainingJobsRequest listTrainingJobsRequest)
Lists training jobs.
When
StatusEqualsandMaxResultsare set at the same time, theMaxResultsnumber of training jobs are first retrieved ignoring theStatusEqualsparameter and then they are filtered by theStatusEqualsparameter, which is returned as a response.For example, if
ListTrainingJobsis 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 ofInProgressare 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- Parameters:
listTrainingJobsRequest-- Returns:
- A Java Future containing the result of the ListTrainingJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTrainingJobs
default CompletableFuture<ListTrainingJobsResponse> listTrainingJobs(Consumer<ListTrainingJobsRequest.Builder> listTrainingJobsRequest)
Lists training jobs.
When
StatusEqualsandMaxResultsare set at the same time, theMaxResultsnumber of training jobs are first retrieved ignoring theStatusEqualsparameter and then they are filtered by theStatusEqualsparameter, which is returned as a response.For example, if
ListTrainingJobsis 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 ofInProgressare 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
This is a convenience which creates an instance of the
ListTrainingJobsRequest.Builderavoiding the need to create one manually viaListTrainingJobsRequest.builder()- Parameters:
listTrainingJobsRequest- AConsumerthat will call methods onListTrainingJobsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListTrainingJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTrainingJobs
default CompletableFuture<ListTrainingJobsResponse> listTrainingJobs()
Lists training jobs.
When
StatusEqualsandMaxResultsare set at the same time, theMaxResultsnumber of training jobs are first retrieved ignoring theStatusEqualsparameter and then they are filtered by theStatusEqualsparameter, which is returned as a response.For example, if
ListTrainingJobsis 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 ofInProgressare 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- Returns:
- A Java Future containing the result of the ListTrainingJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTrainingJobsForHyperParameterTuningJob
default CompletableFuture<ListTrainingJobsForHyperParameterTuningJobResponse> listTrainingJobsForHyperParameterTuningJob(ListTrainingJobsForHyperParameterTuningJobRequest listTrainingJobsForHyperParameterTuningJobRequest)
Gets a list of TrainingJobSummary objects that describe the training jobs that a hyperparameter tuning job launched.
- Parameters:
listTrainingJobsForHyperParameterTuningJobRequest-- Returns:
- A Java Future containing the result of the ListTrainingJobsForHyperParameterTuningJob operation returned
by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTrainingJobsForHyperParameterTuningJob
default CompletableFuture<ListTrainingJobsForHyperParameterTuningJobResponse> listTrainingJobsForHyperParameterTuningJob(Consumer<ListTrainingJobsForHyperParameterTuningJobRequest.Builder> listTrainingJobsForHyperParameterTuningJobRequest)
Gets a list of TrainingJobSummary objects that describe the training jobs that a hyperparameter tuning job launched.
This is a convenience which creates an instance of the
ListTrainingJobsForHyperParameterTuningJobRequest.Builderavoiding the need to create one manually viaListTrainingJobsForHyperParameterTuningJobRequest.builder()- Parameters:
listTrainingJobsForHyperParameterTuningJobRequest- AConsumerthat will call methods onListTrainingJobsForHyperParameterTuningJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListTrainingJobsForHyperParameterTuningJob operation returned
by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTrainingJobsForHyperParameterTuningJobPaginator
default ListTrainingJobsForHyperParameterTuningJobPublisher listTrainingJobsForHyperParameterTuningJobPaginator(ListTrainingJobsForHyperParameterTuningJobRequest listTrainingJobsForHyperParameterTuningJobRequest)
Gets a list of TrainingJobSummary objects that describe the training jobs that a hyperparameter tuning job launched.
This is a variant of
listTrainingJobsForHyperParameterTuningJob(software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsForHyperParameterTuningJobRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsForHyperParameterTuningJobPublisher publisher = client.listTrainingJobsForHyperParameterTuningJobPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsForHyperParameterTuningJobPublisher publisher = client.listTrainingJobsForHyperParameterTuningJobPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsForHyperParameterTuningJobResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsForHyperParameterTuningJobResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listTrainingJobsForHyperParameterTuningJob(software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsForHyperParameterTuningJobRequest)operation.- Parameters:
listTrainingJobsForHyperParameterTuningJobRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTrainingJobsForHyperParameterTuningJobPaginator
default ListTrainingJobsForHyperParameterTuningJobPublisher listTrainingJobsForHyperParameterTuningJobPaginator(Consumer<ListTrainingJobsForHyperParameterTuningJobRequest.Builder> listTrainingJobsForHyperParameterTuningJobRequest)
Gets a list of TrainingJobSummary objects that describe the training jobs that a hyperparameter tuning job launched.
This is a variant of
listTrainingJobsForHyperParameterTuningJob(software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsForHyperParameterTuningJobRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsForHyperParameterTuningJobPublisher publisher = client.listTrainingJobsForHyperParameterTuningJobPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsForHyperParameterTuningJobPublisher publisher = client.listTrainingJobsForHyperParameterTuningJobPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsForHyperParameterTuningJobResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsForHyperParameterTuningJobResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listTrainingJobsForHyperParameterTuningJob(software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsForHyperParameterTuningJobRequest)operation.This is a convenience which creates an instance of the
ListTrainingJobsForHyperParameterTuningJobRequest.Builderavoiding the need to create one manually viaListTrainingJobsForHyperParameterTuningJobRequest.builder()- Parameters:
listTrainingJobsForHyperParameterTuningJobRequest- AConsumerthat will call methods onListTrainingJobsForHyperParameterTuningJobRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTrainingJobsPaginator
default ListTrainingJobsPublisher listTrainingJobsPaginator()
Lists training jobs.
When
StatusEqualsandMaxResultsare set at the same time, theMaxResultsnumber of training jobs are first retrieved ignoring theStatusEqualsparameter and then they are filtered by theStatusEqualsparameter, which is returned as a response.For example, if
ListTrainingJobsis 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 ofInProgressare 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
This is a variant of
listTrainingJobs(software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsPublisher publisher = client.listTrainingJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsPublisher publisher = client.listTrainingJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listTrainingJobs(software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsRequest)operation.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTrainingJobsPaginator
default ListTrainingJobsPublisher listTrainingJobsPaginator(ListTrainingJobsRequest listTrainingJobsRequest)
Lists training jobs.
When
StatusEqualsandMaxResultsare set at the same time, theMaxResultsnumber of training jobs are first retrieved ignoring theStatusEqualsparameter and then they are filtered by theStatusEqualsparameter, which is returned as a response.For example, if
ListTrainingJobsis 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 ofInProgressare 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
This is a variant of
listTrainingJobs(software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsPublisher publisher = client.listTrainingJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsPublisher publisher = client.listTrainingJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listTrainingJobs(software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsRequest)operation.- Parameters:
listTrainingJobsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTrainingJobsPaginator
default ListTrainingJobsPublisher listTrainingJobsPaginator(Consumer<ListTrainingJobsRequest.Builder> listTrainingJobsRequest)
Lists training jobs.
When
StatusEqualsandMaxResultsare set at the same time, theMaxResultsnumber of training jobs are first retrieved ignoring theStatusEqualsparameter and then they are filtered by theStatusEqualsparameter, which is returned as a response.For example, if
ListTrainingJobsis 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 ofInProgressare 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
This is a variant of
listTrainingJobs(software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsPublisher publisher = client.listTrainingJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsPublisher publisher = client.listTrainingJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listTrainingJobs(software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsRequest)operation.This is a convenience which creates an instance of the
ListTrainingJobsRequest.Builderavoiding the need to create one manually viaListTrainingJobsRequest.builder()- Parameters:
listTrainingJobsRequest- AConsumerthat will call methods onListTrainingJobsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTransformJobs
default CompletableFuture<ListTransformJobsResponse> listTransformJobs(ListTransformJobsRequest listTransformJobsRequest)
Lists transform jobs.
- Parameters:
listTransformJobsRequest-- Returns:
- A Java Future containing the result of the ListTransformJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTransformJobs
default CompletableFuture<ListTransformJobsResponse> listTransformJobs(Consumer<ListTransformJobsRequest.Builder> listTransformJobsRequest)
Lists transform jobs.
This is a convenience which creates an instance of the
ListTransformJobsRequest.Builderavoiding the need to create one manually viaListTransformJobsRequest.builder()- Parameters:
listTransformJobsRequest- AConsumerthat will call methods onListTransformJobsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListTransformJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTransformJobs
default CompletableFuture<ListTransformJobsResponse> listTransformJobs()
Lists transform jobs.
- Returns:
- A Java Future containing the result of the ListTransformJobs operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTransformJobsPaginator
default ListTransformJobsPublisher listTransformJobsPaginator()
Lists transform jobs.
This is a variant of
listTransformJobs(software.amazon.awssdk.services.sagemaker.model.ListTransformJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListTransformJobsPublisher publisher = client.listTransformJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListTransformJobsPublisher publisher = client.listTransformJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListTransformJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListTransformJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listTransformJobs(software.amazon.awssdk.services.sagemaker.model.ListTransformJobsRequest)operation.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTransformJobsPaginator
default ListTransformJobsPublisher listTransformJobsPaginator(ListTransformJobsRequest listTransformJobsRequest)
Lists transform jobs.
This is a variant of
listTransformJobs(software.amazon.awssdk.services.sagemaker.model.ListTransformJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListTransformJobsPublisher publisher = client.listTransformJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListTransformJobsPublisher publisher = client.listTransformJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListTransformJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListTransformJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listTransformJobs(software.amazon.awssdk.services.sagemaker.model.ListTransformJobsRequest)operation.- Parameters:
listTransformJobsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTransformJobsPaginator
default ListTransformJobsPublisher listTransformJobsPaginator(Consumer<ListTransformJobsRequest.Builder> listTransformJobsRequest)
Lists transform jobs.
This is a variant of
listTransformJobs(software.amazon.awssdk.services.sagemaker.model.ListTransformJobsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListTransformJobsPublisher publisher = client.listTransformJobsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListTransformJobsPublisher publisher = client.listTransformJobsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListTransformJobsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListTransformJobsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listTransformJobs(software.amazon.awssdk.services.sagemaker.model.ListTransformJobsRequest)operation.This is a convenience which creates an instance of the
ListTransformJobsRequest.Builderavoiding the need to create one manually viaListTransformJobsRequest.builder()- Parameters:
listTransformJobsRequest- AConsumerthat will call methods onListTransformJobsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTrialComponents
default CompletableFuture<ListTrialComponentsResponse> listTrialComponents(ListTrialComponentsRequest listTrialComponentsRequest)
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
- Parameters:
listTrialComponentsRequest-- Returns:
- A Java Future containing the result of the ListTrialComponents operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
-
listTrialComponents
default CompletableFuture<ListTrialComponentsResponse> listTrialComponents(Consumer<ListTrialComponentsRequest.Builder> listTrialComponentsRequest)
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
This is a convenience which creates an instance of the
ListTrialComponentsRequest.Builderavoiding the need to create one manually viaListTrialComponentsRequest.builder()- Parameters:
listTrialComponentsRequest- AConsumerthat will call methods onListTrialComponentsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListTrialComponents operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
-
listTrialComponentsPaginator
default ListTrialComponentsPublisher listTrialComponentsPaginator(ListTrialComponentsRequest listTrialComponentsRequest)
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
This is a variant of
listTrialComponents(software.amazon.awssdk.services.sagemaker.model.ListTrialComponentsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListTrialComponentsPublisher publisher = client.listTrialComponentsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListTrialComponentsPublisher publisher = client.listTrialComponentsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListTrialComponentsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListTrialComponentsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listTrialComponents(software.amazon.awssdk.services.sagemaker.model.ListTrialComponentsRequest)operation.- Parameters:
listTrialComponentsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
-
listTrialComponentsPaginator
default ListTrialComponentsPublisher listTrialComponentsPaginator(Consumer<ListTrialComponentsRequest.Builder> listTrialComponentsRequest)
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
This is a variant of
listTrialComponents(software.amazon.awssdk.services.sagemaker.model.ListTrialComponentsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListTrialComponentsPublisher publisher = client.listTrialComponentsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListTrialComponentsPublisher publisher = client.listTrialComponentsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListTrialComponentsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListTrialComponentsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listTrialComponents(software.amazon.awssdk.services.sagemaker.model.ListTrialComponentsRequest)operation.This is a convenience which creates an instance of the
ListTrialComponentsRequest.Builderavoiding the need to create one manually viaListTrialComponentsRequest.builder()- Parameters:
listTrialComponentsRequest- AConsumerthat will call methods onListTrialComponentsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
-
listTrials
default CompletableFuture<ListTrialsResponse> listTrials(ListTrialsRequest listTrialsRequest)
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.
- Parameters:
listTrialsRequest-- Returns:
- A Java Future containing the result of the ListTrials operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTrials
default CompletableFuture<ListTrialsResponse> listTrials(Consumer<ListTrialsRequest.Builder> listTrialsRequest)
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.
This is a convenience which creates an instance of the
ListTrialsRequest.Builderavoiding the need to create one manually viaListTrialsRequest.builder()- Parameters:
listTrialsRequest- AConsumerthat will call methods onListTrialsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListTrials operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTrialsPaginator
default ListTrialsPublisher listTrialsPaginator(ListTrialsRequest listTrialsRequest)
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.
This is a variant of
listTrials(software.amazon.awssdk.services.sagemaker.model.ListTrialsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListTrialsPublisher publisher = client.listTrialsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListTrialsPublisher publisher = client.listTrialsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListTrialsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListTrialsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listTrials(software.amazon.awssdk.services.sagemaker.model.ListTrialsRequest)operation.- Parameters:
listTrialsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listTrialsPaginator
default ListTrialsPublisher listTrialsPaginator(Consumer<ListTrialsRequest.Builder> listTrialsRequest)
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.
This is a variant of
listTrials(software.amazon.awssdk.services.sagemaker.model.ListTrialsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListTrialsPublisher publisher = client.listTrialsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListTrialsPublisher publisher = client.listTrialsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListTrialsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListTrialsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listTrials(software.amazon.awssdk.services.sagemaker.model.ListTrialsRequest)operation.This is a convenience which creates an instance of the
ListTrialsRequest.Builderavoiding the need to create one manually viaListTrialsRequest.builder()- Parameters:
listTrialsRequest- AConsumerthat will call methods onListTrialsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listUserProfiles
default CompletableFuture<ListUserProfilesResponse> listUserProfiles(ListUserProfilesRequest listUserProfilesRequest)
Lists user profiles.
- Parameters:
listUserProfilesRequest-- Returns:
- A Java Future containing the result of the ListUserProfiles operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listUserProfiles
default CompletableFuture<ListUserProfilesResponse> listUserProfiles(Consumer<ListUserProfilesRequest.Builder> listUserProfilesRequest)
Lists user profiles.
This is a convenience which creates an instance of the
ListUserProfilesRequest.Builderavoiding the need to create one manually viaListUserProfilesRequest.builder()- Parameters:
listUserProfilesRequest- AConsumerthat will call methods onListUserProfilesRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListUserProfiles operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listUserProfilesPaginator
default ListUserProfilesPublisher listUserProfilesPaginator(ListUserProfilesRequest listUserProfilesRequest)
Lists user profiles.
This is a variant of
listUserProfiles(software.amazon.awssdk.services.sagemaker.model.ListUserProfilesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListUserProfilesPublisher publisher = client.listUserProfilesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListUserProfilesPublisher publisher = client.listUserProfilesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListUserProfilesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListUserProfilesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listUserProfiles(software.amazon.awssdk.services.sagemaker.model.ListUserProfilesRequest)operation.- Parameters:
listUserProfilesRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listUserProfilesPaginator
default ListUserProfilesPublisher listUserProfilesPaginator(Consumer<ListUserProfilesRequest.Builder> listUserProfilesRequest)
Lists user profiles.
This is a variant of
listUserProfiles(software.amazon.awssdk.services.sagemaker.model.ListUserProfilesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListUserProfilesPublisher publisher = client.listUserProfilesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListUserProfilesPublisher publisher = client.listUserProfilesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListUserProfilesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListUserProfilesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listUserProfiles(software.amazon.awssdk.services.sagemaker.model.ListUserProfilesRequest)operation.This is a convenience which creates an instance of the
ListUserProfilesRequest.Builderavoiding the need to create one manually viaListUserProfilesRequest.builder()- Parameters:
listUserProfilesRequest- AConsumerthat will call methods onListUserProfilesRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listWorkforces
default CompletableFuture<ListWorkforcesResponse> listWorkforces(ListWorkforcesRequest listWorkforcesRequest)
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.
- Parameters:
listWorkforcesRequest-- Returns:
- A Java Future containing the result of the ListWorkforces operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listWorkforces
default CompletableFuture<ListWorkforcesResponse> listWorkforces(Consumer<ListWorkforcesRequest.Builder> listWorkforcesRequest)
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.
This is a convenience which creates an instance of the
ListWorkforcesRequest.Builderavoiding the need to create one manually viaListWorkforcesRequest.builder()- Parameters:
listWorkforcesRequest- AConsumerthat will call methods onListWorkforcesRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListWorkforces operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listWorkforcesPaginator
default ListWorkforcesPublisher listWorkforcesPaginator(ListWorkforcesRequest listWorkforcesRequest)
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.
This is a variant of
listWorkforces(software.amazon.awssdk.services.sagemaker.model.ListWorkforcesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListWorkforcesPublisher publisher = client.listWorkforcesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListWorkforcesPublisher publisher = client.listWorkforcesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListWorkforcesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListWorkforcesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listWorkforces(software.amazon.awssdk.services.sagemaker.model.ListWorkforcesRequest)operation.- Parameters:
listWorkforcesRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listWorkforcesPaginator
default ListWorkforcesPublisher listWorkforcesPaginator(Consumer<ListWorkforcesRequest.Builder> listWorkforcesRequest)
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.
This is a variant of
listWorkforces(software.amazon.awssdk.services.sagemaker.model.ListWorkforcesRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListWorkforcesPublisher publisher = client.listWorkforcesPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListWorkforcesPublisher publisher = client.listWorkforcesPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListWorkforcesResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListWorkforcesResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listWorkforces(software.amazon.awssdk.services.sagemaker.model.ListWorkforcesRequest)operation.This is a convenience which creates an instance of the
ListWorkforcesRequest.Builderavoiding the need to create one manually viaListWorkforcesRequest.builder()- Parameters:
listWorkforcesRequest- AConsumerthat will call methods onListWorkforcesRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listWorkteams
default CompletableFuture<ListWorkteamsResponse> listWorkteams(ListWorkteamsRequest listWorkteamsRequest)
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
NameContainsparameter.- Parameters:
listWorkteamsRequest-- Returns:
- A Java Future containing the result of the ListWorkteams operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listWorkteams
default CompletableFuture<ListWorkteamsResponse> listWorkteams(Consumer<ListWorkteamsRequest.Builder> listWorkteamsRequest)
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
NameContainsparameter.
This is a convenience which creates an instance of the
ListWorkteamsRequest.Builderavoiding the need to create one manually viaListWorkteamsRequest.builder()- Parameters:
listWorkteamsRequest- AConsumerthat will call methods onListWorkteamsRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the ListWorkteams operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listWorkteams
default CompletableFuture<ListWorkteamsResponse> 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
NameContainsparameter.- Returns:
- A Java Future containing the result of the ListWorkteams operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listWorkteamsPaginator
default ListWorkteamsPublisher listWorkteamsPaginator()
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
NameContainsparameter.
This is a variant of
listWorkteams(software.amazon.awssdk.services.sagemaker.model.ListWorkteamsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListWorkteamsPublisher publisher = client.listWorkteamsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListWorkteamsPublisher publisher = client.listWorkteamsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListWorkteamsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListWorkteamsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listWorkteams(software.amazon.awssdk.services.sagemaker.model.ListWorkteamsRequest)operation.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listWorkteamsPaginator
default ListWorkteamsPublisher listWorkteamsPaginator(ListWorkteamsRequest listWorkteamsRequest)
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
NameContainsparameter.
This is a variant of
listWorkteams(software.amazon.awssdk.services.sagemaker.model.ListWorkteamsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListWorkteamsPublisher publisher = client.listWorkteamsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListWorkteamsPublisher publisher = client.listWorkteamsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListWorkteamsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListWorkteamsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listWorkteams(software.amazon.awssdk.services.sagemaker.model.ListWorkteamsRequest)operation.- Parameters:
listWorkteamsRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
listWorkteamsPaginator
default ListWorkteamsPublisher listWorkteamsPaginator(Consumer<ListWorkteamsRequest.Builder> listWorkteamsRequest)
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
NameContainsparameter.
This is a variant of
listWorkteams(software.amazon.awssdk.services.sagemaker.model.ListWorkteamsRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.ListWorkteamsPublisher publisher = client.listWorkteamsPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.ListWorkteamsPublisher publisher = client.listWorkteamsPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.ListWorkteamsResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.ListWorkteamsResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
listWorkteams(software.amazon.awssdk.services.sagemaker.model.ListWorkteamsRequest)operation.This is a convenience which creates an instance of the
ListWorkteamsRequest.Builderavoiding the need to create one manually viaListWorkteamsRequest.builder()- Parameters:
listWorkteamsRequest- AConsumerthat will call methods onListWorkteamsRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
putModelPackageGroupPolicy
default CompletableFuture<PutModelPackageGroupPolicyResponse> putModelPackageGroupPolicy(PutModelPackageGroupPolicyRequest putModelPackageGroupPolicyRequest)
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..
- Parameters:
putModelPackageGroupPolicyRequest-- Returns:
- A Java Future containing the result of the PutModelPackageGroupPolicy operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
putModelPackageGroupPolicy
default CompletableFuture<PutModelPackageGroupPolicyResponse> putModelPackageGroupPolicy(Consumer<PutModelPackageGroupPolicyRequest.Builder> putModelPackageGroupPolicyRequest)
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..
This is a convenience which creates an instance of the
PutModelPackageGroupPolicyRequest.Builderavoiding the need to create one manually viaPutModelPackageGroupPolicyRequest.builder()- Parameters:
putModelPackageGroupPolicyRequest- AConsumerthat will call methods onPutModelPackageGroupPolicyRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the PutModelPackageGroupPolicy operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
queryLineage
default CompletableFuture<QueryLineageResponse> queryLineage(QueryLineageRequest queryLineageRequest)
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.
- Parameters:
queryLineageRequest-- Returns:
- A Java Future containing the result of the QueryLineage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
queryLineage
default CompletableFuture<QueryLineageResponse> queryLineage(Consumer<QueryLineageRequest.Builder> queryLineageRequest)
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.
This is a convenience which creates an instance of the
QueryLineageRequest.Builderavoiding the need to create one manually viaQueryLineageRequest.builder()- Parameters:
queryLineageRequest- AConsumerthat will call methods onQueryLineageRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the QueryLineage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
queryLineagePaginator
default QueryLineagePublisher queryLineagePaginator(QueryLineageRequest queryLineageRequest)
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.
This is a variant of
queryLineage(software.amazon.awssdk.services.sagemaker.model.QueryLineageRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.QueryLineagePublisher publisher = client.queryLineagePaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.QueryLineagePublisher publisher = client.queryLineagePaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.QueryLineageResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.QueryLineageResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
queryLineage(software.amazon.awssdk.services.sagemaker.model.QueryLineageRequest)operation.- Parameters:
queryLineageRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
queryLineagePaginator
default QueryLineagePublisher queryLineagePaginator(Consumer<QueryLineageRequest.Builder> queryLineageRequest)
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.
This is a variant of
queryLineage(software.amazon.awssdk.services.sagemaker.model.QueryLineageRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.QueryLineagePublisher publisher = client.queryLineagePaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.QueryLineagePublisher publisher = client.queryLineagePaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.QueryLineageResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.QueryLineageResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
queryLineage(software.amazon.awssdk.services.sagemaker.model.QueryLineageRequest)operation.This is a convenience which creates an instance of the
QueryLineageRequest.Builderavoiding the need to create one manually viaQueryLineageRequest.builder()- Parameters:
queryLineageRequest- AConsumerthat will call methods onQueryLineageRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
registerDevices
default CompletableFuture<RegisterDevicesResponse> registerDevices(RegisterDevicesRequest registerDevicesRequest)
Register devices.
- Parameters:
registerDevicesRequest-- Returns:
- A Java Future containing the result of the RegisterDevices operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
registerDevices
default CompletableFuture<RegisterDevicesResponse> registerDevices(Consumer<RegisterDevicesRequest.Builder> registerDevicesRequest)
Register devices.
This is a convenience which creates an instance of the
RegisterDevicesRequest.Builderavoiding the need to create one manually viaRegisterDevicesRequest.builder()- Parameters:
registerDevicesRequest- AConsumerthat will call methods onRegisterDevicesRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the RegisterDevices operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
renderUiTemplate
default CompletableFuture<RenderUiTemplateResponse> renderUiTemplate(RenderUiTemplateRequest renderUiTemplateRequest)
Renders the UI template so that you can preview the worker's experience.
- Parameters:
renderUiTemplateRequest-- Returns:
- A Java Future containing the result of the RenderUiTemplate operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
renderUiTemplate
default CompletableFuture<RenderUiTemplateResponse> renderUiTemplate(Consumer<RenderUiTemplateRequest.Builder> renderUiTemplateRequest)
Renders the UI template so that you can preview the worker's experience.
This is a convenience which creates an instance of the
RenderUiTemplateRequest.Builderavoiding the need to create one manually viaRenderUiTemplateRequest.builder()- Parameters:
renderUiTemplateRequest- AConsumerthat will call methods onRenderUiTemplateRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the RenderUiTemplate operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
retryPipelineExecution
default CompletableFuture<RetryPipelineExecutionResponse> retryPipelineExecution(RetryPipelineExecutionRequest retryPipelineExecutionRequest)
Retry the execution of the pipeline.
- Parameters:
retryPipelineExecutionRequest-- Returns:
- A Java Future containing the result of the RetryPipelineExecution operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
retryPipelineExecution
default CompletableFuture<RetryPipelineExecutionResponse> retryPipelineExecution(Consumer<RetryPipelineExecutionRequest.Builder> retryPipelineExecutionRequest)
Retry the execution of the pipeline.
This is a convenience which creates an instance of the
RetryPipelineExecutionRequest.Builderavoiding the need to create one manually viaRetryPipelineExecutionRequest.builder()- Parameters:
retryPipelineExecutionRequest- AConsumerthat will call methods onRetryPipelineExecutionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the RetryPipelineExecution operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
search
default CompletableFuture<SearchResponse> search(SearchRequest searchRequest)
Finds SageMaker resources that match a search query. Matching resources are returned as a list of
SearchRecordobjects 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.
- Parameters:
searchRequest-- Returns:
- A Java Future containing the result of the Search operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
search
default CompletableFuture<SearchResponse> search(Consumer<SearchRequest.Builder> searchRequest)
Finds SageMaker resources that match a search query. Matching resources are returned as a list of
SearchRecordobjects 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.
This is a convenience which creates an instance of the
SearchRequest.Builderavoiding the need to create one manually viaSearchRequest.builder()- Parameters:
searchRequest- AConsumerthat will call methods onSearchRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the Search operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
searchPaginator
default SearchPublisher searchPaginator(SearchRequest searchRequest)
Finds SageMaker resources that match a search query. Matching resources are returned as a list of
SearchRecordobjects 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.
This is a variant of
search(software.amazon.awssdk.services.sagemaker.model.SearchRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.SearchPublisher publisher = client.searchPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.SearchPublisher publisher = client.searchPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.SearchResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.SearchResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
search(software.amazon.awssdk.services.sagemaker.model.SearchRequest)operation.- Parameters:
searchRequest-- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
searchPaginator
default SearchPublisher searchPaginator(Consumer<SearchRequest.Builder> searchRequest)
Finds SageMaker resources that match a search query. Matching resources are returned as a list of
SearchRecordobjects 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.
This is a variant of
search(software.amazon.awssdk.services.sagemaker.model.SearchRequest)operation. The return type is a custom publisher that can be subscribed to request a stream of response pages. SDK will internally handle making service calls for you.When the operation is called, an instance of this class is returned. At this point, no service calls are made yet and so there is no guarantee that the request is valid. If there are errors in your request, you will see the failures only after you start streaming the data. The subscribe method should be called as a request to start streaming data. For more info, see
Publisher.subscribe(org.reactivestreams.Subscriber). Each call to the subscribe method will result in a newSubscriptioni.e., a new contract to stream data from the starting request.The following are few ways to use the response class:
1) Using the subscribe helper method
2) Using a custom subscribersoftware.amazon.awssdk.services.sagemaker.paginators.SearchPublisher publisher = client.searchPaginator(request); CompletableFuture<Void> future = publisher.subscribe(res -> { // Do something with the response }); future.get();
As the response is a publisher, it can work well with third party reactive streams implementations like RxJava2.software.amazon.awssdk.services.sagemaker.paginators.SearchPublisher publisher = client.searchPaginator(request); publisher.subscribe(new Subscriber<software.amazon.awssdk.services.sagemaker.model.SearchResponse>() { public void onSubscribe(org.reactivestreams.Subscriber subscription) { //... }; public void onNext(software.amazon.awssdk.services.sagemaker.model.SearchResponse response) { //... }; });Please notice that the configuration of MaxResults won't limit the number of results you get with the paginator. It only limits the number of results in each page.
Note: If you prefer to have control on service calls, use the
search(software.amazon.awssdk.services.sagemaker.model.SearchRequest)operation.This is a convenience which creates an instance of the
SearchRequest.Builderavoiding the need to create one manually viaSearchRequest.builder()- Parameters:
searchRequest- AConsumerthat will call methods onSearchRequest.Builderto create a request.- Returns:
- A custom publisher that can be subscribed to request a stream of response pages.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
sendPipelineExecutionStepFailure
default CompletableFuture<SendPipelineExecutionStepFailureResponse> sendPipelineExecutionStepFailure(SendPipelineExecutionStepFailureRequest sendPipelineExecutionStepFailureRequest)
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).
- Parameters:
sendPipelineExecutionStepFailureRequest-- Returns:
- A Java Future containing the result of the SendPipelineExecutionStepFailure operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
sendPipelineExecutionStepFailure
default CompletableFuture<SendPipelineExecutionStepFailureResponse> sendPipelineExecutionStepFailure(Consumer<SendPipelineExecutionStepFailureRequest.Builder> sendPipelineExecutionStepFailureRequest)
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).
This is a convenience which creates an instance of the
SendPipelineExecutionStepFailureRequest.Builderavoiding the need to create one manually viaSendPipelineExecutionStepFailureRequest.builder()- Parameters:
sendPipelineExecutionStepFailureRequest- AConsumerthat will call methods onSendPipelineExecutionStepFailureRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the SendPipelineExecutionStepFailure operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
sendPipelineExecutionStepSuccess
default CompletableFuture<SendPipelineExecutionStepSuccessResponse> sendPipelineExecutionStepSuccess(SendPipelineExecutionStepSuccessRequest sendPipelineExecutionStepSuccessRequest)
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).
- Parameters:
sendPipelineExecutionStepSuccessRequest-- Returns:
- A Java Future containing the result of the SendPipelineExecutionStepSuccess operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
sendPipelineExecutionStepSuccess
default CompletableFuture<SendPipelineExecutionStepSuccessResponse> sendPipelineExecutionStepSuccess(Consumer<SendPipelineExecutionStepSuccessRequest.Builder> sendPipelineExecutionStepSuccessRequest)
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).
This is a convenience which creates an instance of the
SendPipelineExecutionStepSuccessRequest.Builderavoiding the need to create one manually viaSendPipelineExecutionStepSuccessRequest.builder()- Parameters:
sendPipelineExecutionStepSuccessRequest- AConsumerthat will call methods onSendPipelineExecutionStepSuccessRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the SendPipelineExecutionStepSuccess operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
startEdgeDeploymentStage
default CompletableFuture<StartEdgeDeploymentStageResponse> startEdgeDeploymentStage(StartEdgeDeploymentStageRequest startEdgeDeploymentStageRequest)
Starts a stage in an edge deployment plan.
- Parameters:
startEdgeDeploymentStageRequest-- Returns:
- A Java Future containing the result of the StartEdgeDeploymentStage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
startEdgeDeploymentStage
default CompletableFuture<StartEdgeDeploymentStageResponse> startEdgeDeploymentStage(Consumer<StartEdgeDeploymentStageRequest.Builder> startEdgeDeploymentStageRequest)
Starts a stage in an edge deployment plan.
This is a convenience which creates an instance of the
StartEdgeDeploymentStageRequest.Builderavoiding the need to create one manually viaStartEdgeDeploymentStageRequest.builder()- Parameters:
startEdgeDeploymentStageRequest- AConsumerthat will call methods onStartEdgeDeploymentStageRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the StartEdgeDeploymentStage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
startInferenceExperiment
default CompletableFuture<StartInferenceExperimentResponse> startInferenceExperiment(StartInferenceExperimentRequest startInferenceExperimentRequest)
Starts an inference experiment.
- Parameters:
startInferenceExperimentRequest-- Returns:
- A Java Future containing the result of the StartInferenceExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
startInferenceExperiment
default CompletableFuture<StartInferenceExperimentResponse> startInferenceExperiment(Consumer<StartInferenceExperimentRequest.Builder> startInferenceExperimentRequest)
Starts an inference experiment.
This is a convenience which creates an instance of the
StartInferenceExperimentRequest.Builderavoiding the need to create one manually viaStartInferenceExperimentRequest.builder()- Parameters:
startInferenceExperimentRequest- AConsumerthat will call methods onStartInferenceExperimentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the StartInferenceExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
startMonitoringSchedule
default CompletableFuture<StartMonitoringScheduleResponse> startMonitoringSchedule(StartMonitoringScheduleRequest startMonitoringScheduleRequest)
Starts a previously stopped monitoring schedule.
By default, when you successfully create a new schedule, the status of a monitoring schedule is
scheduled.- Parameters:
startMonitoringScheduleRequest-- Returns:
- A Java Future containing the result of the StartMonitoringSchedule operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
startMonitoringSchedule
default CompletableFuture<StartMonitoringScheduleResponse> startMonitoringSchedule(Consumer<StartMonitoringScheduleRequest.Builder> startMonitoringScheduleRequest)
Starts a previously stopped monitoring schedule.
By default, when you successfully create a new schedule, the status of a monitoring schedule is
scheduled.
This is a convenience which creates an instance of the
StartMonitoringScheduleRequest.Builderavoiding the need to create one manually viaStartMonitoringScheduleRequest.builder()- Parameters:
startMonitoringScheduleRequest- AConsumerthat will call methods onStartMonitoringScheduleRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the StartMonitoringSchedule operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
startNotebookInstance
default CompletableFuture<StartNotebookInstanceResponse> startNotebookInstance(StartNotebookInstanceRequest startNotebookInstanceRequest)
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 beInServicebefore you can connect to your Jupyter notebook.- Parameters:
startNotebookInstanceRequest-- Returns:
- A Java Future containing the result of the StartNotebookInstance operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
startNotebookInstance
default CompletableFuture<StartNotebookInstanceResponse> startNotebookInstance(Consumer<StartNotebookInstanceRequest.Builder> startNotebookInstanceRequest)
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 beInServicebefore you can connect to your Jupyter notebook.
This is a convenience which creates an instance of the
StartNotebookInstanceRequest.Builderavoiding the need to create one manually viaStartNotebookInstanceRequest.builder()- Parameters:
startNotebookInstanceRequest- AConsumerthat will call methods onStartNotebookInstanceRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the StartNotebookInstance operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
startPipelineExecution
default CompletableFuture<StartPipelineExecutionResponse> startPipelineExecution(StartPipelineExecutionRequest startPipelineExecutionRequest)
Starts a pipeline execution.
- Parameters:
startPipelineExecutionRequest-- Returns:
- A Java Future containing the result of the StartPipelineExecution operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
startPipelineExecution
default CompletableFuture<StartPipelineExecutionResponse> startPipelineExecution(Consumer<StartPipelineExecutionRequest.Builder> startPipelineExecutionRequest)
Starts a pipeline execution.
This is a convenience which creates an instance of the
StartPipelineExecutionRequest.Builderavoiding the need to create one manually viaStartPipelineExecutionRequest.builder()- Parameters:
startPipelineExecutionRequest- AConsumerthat will call methods onStartPipelineExecutionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the StartPipelineExecution operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopAutoMLJob
default CompletableFuture<StopAutoMlJobResponse> stopAutoMLJob(StopAutoMlJobRequest stopAutoMlJobRequest)
A method for forcing a running job to shut down.
- Parameters:
stopAutoMlJobRequest-- Returns:
- A Java Future containing the result of the StopAutoMLJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopAutoMLJob
default CompletableFuture<StopAutoMlJobResponse> stopAutoMLJob(Consumer<StopAutoMlJobRequest.Builder> stopAutoMlJobRequest)
A method for forcing a running job to shut down.
This is a convenience which creates an instance of the
StopAutoMlJobRequest.Builderavoiding the need to create one manually viaStopAutoMlJobRequest.builder()- Parameters:
stopAutoMlJobRequest- AConsumerthat will call methods onStopAutoMlJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the StopAutoMLJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopCompilationJob
default CompletableFuture<StopCompilationJobResponse> stopCompilationJob(StopCompilationJobRequest stopCompilationJobRequest)
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
StopCompilationJobrequest, Amazon SageMaker changes theCompilationJobStatusof the job toStopping. After Amazon SageMaker stops the job, it sets theCompilationJobStatustoStopped.- Parameters:
stopCompilationJobRequest-- Returns:
- A Java Future containing the result of the StopCompilationJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopCompilationJob
default CompletableFuture<StopCompilationJobResponse> stopCompilationJob(Consumer<StopCompilationJobRequest.Builder> stopCompilationJobRequest)
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
StopCompilationJobrequest, Amazon SageMaker changes theCompilationJobStatusof the job toStopping. After Amazon SageMaker stops the job, it sets theCompilationJobStatustoStopped.
This is a convenience which creates an instance of the
StopCompilationJobRequest.Builderavoiding the need to create one manually viaStopCompilationJobRequest.builder()- Parameters:
stopCompilationJobRequest- AConsumerthat will call methods onStopCompilationJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the StopCompilationJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopEdgeDeploymentStage
default CompletableFuture<StopEdgeDeploymentStageResponse> stopEdgeDeploymentStage(StopEdgeDeploymentStageRequest stopEdgeDeploymentStageRequest)
Stops a stage in an edge deployment plan.
- Parameters:
stopEdgeDeploymentStageRequest-- Returns:
- A Java Future containing the result of the StopEdgeDeploymentStage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopEdgeDeploymentStage
default CompletableFuture<StopEdgeDeploymentStageResponse> stopEdgeDeploymentStage(Consumer<StopEdgeDeploymentStageRequest.Builder> stopEdgeDeploymentStageRequest)
Stops a stage in an edge deployment plan.
This is a convenience which creates an instance of the
StopEdgeDeploymentStageRequest.Builderavoiding the need to create one manually viaStopEdgeDeploymentStageRequest.builder()- Parameters:
stopEdgeDeploymentStageRequest- AConsumerthat will call methods onStopEdgeDeploymentStageRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the StopEdgeDeploymentStage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopEdgePackagingJob
default CompletableFuture<StopEdgePackagingJobResponse> stopEdgePackagingJob(StopEdgePackagingJobRequest stopEdgePackagingJobRequest)
Request to stop an edge packaging job.
- Parameters:
stopEdgePackagingJobRequest-- Returns:
- A Java Future containing the result of the StopEdgePackagingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopEdgePackagingJob
default CompletableFuture<StopEdgePackagingJobResponse> stopEdgePackagingJob(Consumer<StopEdgePackagingJobRequest.Builder> stopEdgePackagingJobRequest)
Request to stop an edge packaging job.
This is a convenience which creates an instance of the
StopEdgePackagingJobRequest.Builderavoiding the need to create one manually viaStopEdgePackagingJobRequest.builder()- Parameters:
stopEdgePackagingJobRequest- AConsumerthat will call methods onStopEdgePackagingJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the StopEdgePackagingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopHyperParameterTuningJob
default CompletableFuture<StopHyperParameterTuningJobResponse> stopHyperParameterTuningJob(StopHyperParameterTuningJobRequest stopHyperParameterTuningJobRequest)
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
Stoppedstate, it releases all reserved resources for the tuning job.- Parameters:
stopHyperParameterTuningJobRequest-- Returns:
- A Java Future containing the result of the StopHyperParameterTuningJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopHyperParameterTuningJob
default CompletableFuture<StopHyperParameterTuningJobResponse> stopHyperParameterTuningJob(Consumer<StopHyperParameterTuningJobRequest.Builder> stopHyperParameterTuningJobRequest)
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
Stoppedstate, it releases all reserved resources for the tuning job.
This is a convenience which creates an instance of the
StopHyperParameterTuningJobRequest.Builderavoiding the need to create one manually viaStopHyperParameterTuningJobRequest.builder()- Parameters:
stopHyperParameterTuningJobRequest- AConsumerthat will call methods onStopHyperParameterTuningJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the StopHyperParameterTuningJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopInferenceExperiment
default CompletableFuture<StopInferenceExperimentResponse> stopInferenceExperiment(StopInferenceExperimentRequest stopInferenceExperimentRequest)
Stops an inference experiment.
- Parameters:
stopInferenceExperimentRequest-- Returns:
- A Java Future containing the result of the StopInferenceExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
stopInferenceExperiment
default CompletableFuture<StopInferenceExperimentResponse> stopInferenceExperiment(Consumer<StopInferenceExperimentRequest.Builder> stopInferenceExperimentRequest)
Stops an inference experiment.
This is a convenience which creates an instance of the
StopInferenceExperimentRequest.Builderavoiding the need to create one manually viaStopInferenceExperimentRequest.builder()- Parameters:
stopInferenceExperimentRequest- AConsumerthat will call methods onStopInferenceExperimentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the StopInferenceExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
stopInferenceRecommendationsJob
default CompletableFuture<StopInferenceRecommendationsJobResponse> stopInferenceRecommendationsJob(StopInferenceRecommendationsJobRequest stopInferenceRecommendationsJobRequest)
Stops an Inference Recommender job.
- Parameters:
stopInferenceRecommendationsJobRequest-- Returns:
- A Java Future containing the result of the StopInferenceRecommendationsJob operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopInferenceRecommendationsJob
default CompletableFuture<StopInferenceRecommendationsJobResponse> stopInferenceRecommendationsJob(Consumer<StopInferenceRecommendationsJobRequest.Builder> stopInferenceRecommendationsJobRequest)
Stops an Inference Recommender job.
This is a convenience which creates an instance of the
StopInferenceRecommendationsJobRequest.Builderavoiding the need to create one manually viaStopInferenceRecommendationsJobRequest.builder()- Parameters:
stopInferenceRecommendationsJobRequest- AConsumerthat will call methods onStopInferenceRecommendationsJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the StopInferenceRecommendationsJob operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopLabelingJob
default CompletableFuture<StopLabelingJobResponse> stopLabelingJob(StopLabelingJobRequest stopLabelingJobRequest)
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.
- Parameters:
stopLabelingJobRequest-- Returns:
- A Java Future containing the result of the StopLabelingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopLabelingJob
default CompletableFuture<StopLabelingJobResponse> stopLabelingJob(Consumer<StopLabelingJobRequest.Builder> stopLabelingJobRequest)
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.
This is a convenience which creates an instance of the
StopLabelingJobRequest.Builderavoiding the need to create one manually viaStopLabelingJobRequest.builder()- Parameters:
stopLabelingJobRequest- AConsumerthat will call methods onStopLabelingJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the StopLabelingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopMonitoringSchedule
default CompletableFuture<StopMonitoringScheduleResponse> stopMonitoringSchedule(StopMonitoringScheduleRequest stopMonitoringScheduleRequest)
Stops a previously started monitoring schedule.
- Parameters:
stopMonitoringScheduleRequest-- Returns:
- A Java Future containing the result of the StopMonitoringSchedule operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopMonitoringSchedule
default CompletableFuture<StopMonitoringScheduleResponse> stopMonitoringSchedule(Consumer<StopMonitoringScheduleRequest.Builder> stopMonitoringScheduleRequest)
Stops a previously started monitoring schedule.
This is a convenience which creates an instance of the
StopMonitoringScheduleRequest.Builderavoiding the need to create one manually viaStopMonitoringScheduleRequest.builder()- Parameters:
stopMonitoringScheduleRequest- AConsumerthat will call methods onStopMonitoringScheduleRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the StopMonitoringSchedule operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopNotebookInstance
default CompletableFuture<StopNotebookInstanceResponse> stopNotebookInstance(StopNotebookInstanceRequest stopNotebookInstanceRequest)
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
StartNotebookInstanceAPI.StartNotebookInstancelaunches another ML compute instance, configures it, and attaches the preserved ML storage volume so you can continue your work.- Parameters:
stopNotebookInstanceRequest-- Returns:
- A Java Future containing the result of the StopNotebookInstance operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopNotebookInstance
default CompletableFuture<StopNotebookInstanceResponse> stopNotebookInstance(Consumer<StopNotebookInstanceRequest.Builder> stopNotebookInstanceRequest)
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
StartNotebookInstanceAPI.StartNotebookInstancelaunches another ML compute instance, configures it, and attaches the preserved ML storage volume so you can continue your work.
This is a convenience which creates an instance of the
StopNotebookInstanceRequest.Builderavoiding the need to create one manually viaStopNotebookInstanceRequest.builder()- Parameters:
stopNotebookInstanceRequest- AConsumerthat will call methods onStopNotebookInstanceRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the StopNotebookInstance operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopPipelineExecution
default CompletableFuture<StopPipelineExecutionResponse> stopPipelineExecution(StopPipelineExecutionRequest stopPipelineExecutionRequest)
Stops a pipeline execution.
Callback Step
A pipeline execution won't stop while a callback step is running. When you call
StopPipelineExecutionon 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
SendPipelineExecutionStepSuccessorSendPipelineExecutionStepFailure.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 isFailed.- Parameters:
stopPipelineExecutionRequest-- Returns:
- A Java Future containing the result of the StopPipelineExecution operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopPipelineExecution
default CompletableFuture<StopPipelineExecutionResponse> stopPipelineExecution(Consumer<StopPipelineExecutionRequest.Builder> stopPipelineExecutionRequest)
Stops a pipeline execution.
Callback Step
A pipeline execution won't stop while a callback step is running. When you call
StopPipelineExecutionon 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
SendPipelineExecutionStepSuccessorSendPipelineExecutionStepFailure.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 isFailed.
This is a convenience which creates an instance of the
StopPipelineExecutionRequest.Builderavoiding the need to create one manually viaStopPipelineExecutionRequest.builder()- Parameters:
stopPipelineExecutionRequest- AConsumerthat will call methods onStopPipelineExecutionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the StopPipelineExecution operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopProcessingJob
default CompletableFuture<StopProcessingJobResponse> stopProcessingJob(StopProcessingJobRequest stopProcessingJobRequest)
Stops a processing job.
- Parameters:
stopProcessingJobRequest-- Returns:
- A Java Future containing the result of the StopProcessingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopProcessingJob
default CompletableFuture<StopProcessingJobResponse> stopProcessingJob(Consumer<StopProcessingJobRequest.Builder> stopProcessingJobRequest)
Stops a processing job.
This is a convenience which creates an instance of the
StopProcessingJobRequest.Builderavoiding the need to create one manually viaStopProcessingJobRequest.builder()- Parameters:
stopProcessingJobRequest- AConsumerthat will call methods onStopProcessingJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the StopProcessingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopTrainingJob
default CompletableFuture<StopTrainingJobResponse> stopTrainingJob(StopTrainingJobRequest stopTrainingJobRequest)
Stops a training job. To stop a job, SageMaker sends the algorithm the
SIGTERMsignal, 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
StopTrainingJobrequest, SageMaker changes the status of the job toStopping. After SageMaker stops the job, it sets the status toStopped.- Parameters:
stopTrainingJobRequest-- Returns:
- A Java Future containing the result of the StopTrainingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopTrainingJob
default CompletableFuture<StopTrainingJobResponse> stopTrainingJob(Consumer<StopTrainingJobRequest.Builder> stopTrainingJobRequest)
Stops a training job. To stop a job, SageMaker sends the algorithm the
SIGTERMsignal, 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
StopTrainingJobrequest, SageMaker changes the status of the job toStopping. After SageMaker stops the job, it sets the status toStopped.
This is a convenience which creates an instance of the
StopTrainingJobRequest.Builderavoiding the need to create one manually viaStopTrainingJobRequest.builder()- Parameters:
stopTrainingJobRequest- AConsumerthat will call methods onStopTrainingJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the StopTrainingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopTransformJob
default CompletableFuture<StopTransformJobResponse> stopTransformJob(StopTransformJobRequest stopTransformJobRequest)
Stops a batch transform job.
When Amazon SageMaker receives a
StopTransformJobrequest, the status of the job changes toStopping. After Amazon SageMaker stops the job, the status is set toStopped. When you stop a batch transform job before it is completed, Amazon SageMaker doesn't store the job's output in Amazon S3.- Parameters:
stopTransformJobRequest-- Returns:
- A Java Future containing the result of the StopTransformJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
stopTransformJob
default CompletableFuture<StopTransformJobResponse> stopTransformJob(Consumer<StopTransformJobRequest.Builder> stopTransformJobRequest)
Stops a batch transform job.
When Amazon SageMaker receives a
StopTransformJobrequest, the status of the job changes toStopping. After Amazon SageMaker stops the job, the status is set toStopped. When you stop a batch transform job before it is completed, Amazon SageMaker doesn't store the job's output in Amazon S3.
This is a convenience which creates an instance of the
StopTransformJobRequest.Builderavoiding the need to create one manually viaStopTransformJobRequest.builder()- Parameters:
stopTransformJobRequest- AConsumerthat will call methods onStopTransformJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the StopTransformJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateAction
default CompletableFuture<UpdateActionResponse> updateAction(UpdateActionRequest updateActionRequest)
Updates an action.
- Parameters:
updateActionRequest-- Returns:
- A Java Future containing the result of the UpdateAction operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateAction
default CompletableFuture<UpdateActionResponse> updateAction(Consumer<UpdateActionRequest.Builder> updateActionRequest)
Updates an action.
This is a convenience which creates an instance of the
UpdateActionRequest.Builderavoiding the need to create one manually viaUpdateActionRequest.builder()- Parameters:
updateActionRequest- AConsumerthat will call methods onUpdateActionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateAction operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateAppImageConfig
default CompletableFuture<UpdateAppImageConfigResponse> updateAppImageConfig(UpdateAppImageConfigRequest updateAppImageConfigRequest)
Updates the properties of an AppImageConfig.
- Parameters:
updateAppImageConfigRequest-- Returns:
- A Java Future containing the result of the UpdateAppImageConfig operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateAppImageConfig
default CompletableFuture<UpdateAppImageConfigResponse> updateAppImageConfig(Consumer<UpdateAppImageConfigRequest.Builder> updateAppImageConfigRequest)
Updates the properties of an AppImageConfig.
This is a convenience which creates an instance of the
UpdateAppImageConfigRequest.Builderavoiding the need to create one manually viaUpdateAppImageConfigRequest.builder()- Parameters:
updateAppImageConfigRequest- AConsumerthat will call methods onUpdateAppImageConfigRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateAppImageConfig operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateArtifact
default CompletableFuture<UpdateArtifactResponse> updateArtifact(UpdateArtifactRequest updateArtifactRequest)
Updates an artifact.
- Parameters:
updateArtifactRequest-- Returns:
- A Java Future containing the result of the UpdateArtifact operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateArtifact
default CompletableFuture<UpdateArtifactResponse> updateArtifact(Consumer<UpdateArtifactRequest.Builder> updateArtifactRequest)
Updates an artifact.
This is a convenience which creates an instance of the
UpdateArtifactRequest.Builderavoiding the need to create one manually viaUpdateArtifactRequest.builder()- Parameters:
updateArtifactRequest- AConsumerthat will call methods onUpdateArtifactRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateArtifact operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateCluster
default CompletableFuture<UpdateClusterResponse> updateCluster(UpdateClusterRequest updateClusterRequest)
Update a SageMaker HyperPod cluster.
- Parameters:
updateClusterRequest-- Returns:
- A Java Future containing the result of the UpdateCluster operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceNotFoundException Resource being access is not found.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateCluster
default CompletableFuture<UpdateClusterResponse> updateCluster(Consumer<UpdateClusterRequest.Builder> updateClusterRequest)
Update a SageMaker HyperPod cluster.
This is a convenience which creates an instance of the
UpdateClusterRequest.Builderavoiding the need to create one manually viaUpdateClusterRequest.builder()- Parameters:
updateClusterRequest- AConsumerthat will call methods onUpdateClusterRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateCluster operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceNotFoundException Resource being access is not found.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateCodeRepository
default CompletableFuture<UpdateCodeRepositoryResponse> updateCodeRepository(UpdateCodeRepositoryRequest updateCodeRepositoryRequest)
Updates the specified Git repository with the specified values.
- Parameters:
updateCodeRepositoryRequest-- Returns:
- A Java Future containing the result of the UpdateCodeRepository operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateCodeRepository
default CompletableFuture<UpdateCodeRepositoryResponse> updateCodeRepository(Consumer<UpdateCodeRepositoryRequest.Builder> updateCodeRepositoryRequest)
Updates the specified Git repository with the specified values.
This is a convenience which creates an instance of the
UpdateCodeRepositoryRequest.Builderavoiding the need to create one manually viaUpdateCodeRepositoryRequest.builder()- Parameters:
updateCodeRepositoryRequest- AConsumerthat will call methods onUpdateCodeRepositoryRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateCodeRepository operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateContext
default CompletableFuture<UpdateContextResponse> updateContext(UpdateContextRequest updateContextRequest)
Updates a context.
- Parameters:
updateContextRequest-- Returns:
- A Java Future containing the result of the UpdateContext operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateContext
default CompletableFuture<UpdateContextResponse> updateContext(Consumer<UpdateContextRequest.Builder> updateContextRequest)
Updates a context.
This is a convenience which creates an instance of the
UpdateContextRequest.Builderavoiding the need to create one manually viaUpdateContextRequest.builder()- Parameters:
updateContextRequest- AConsumerthat will call methods onUpdateContextRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateContext operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateDeviceFleet
default CompletableFuture<UpdateDeviceFleetResponse> updateDeviceFleet(UpdateDeviceFleetRequest updateDeviceFleetRequest)
Updates a fleet of devices.
- Parameters:
updateDeviceFleetRequest-- Returns:
- A Java Future containing the result of the UpdateDeviceFleet operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateDeviceFleet
default CompletableFuture<UpdateDeviceFleetResponse> updateDeviceFleet(Consumer<UpdateDeviceFleetRequest.Builder> updateDeviceFleetRequest)
Updates a fleet of devices.
This is a convenience which creates an instance of the
UpdateDeviceFleetRequest.Builderavoiding the need to create one manually viaUpdateDeviceFleetRequest.builder()- Parameters:
updateDeviceFleetRequest- AConsumerthat will call methods onUpdateDeviceFleetRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateDeviceFleet operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateDevices
default CompletableFuture<UpdateDevicesResponse> updateDevices(UpdateDevicesRequest updateDevicesRequest)
Updates one or more devices in a fleet.
- Parameters:
updateDevicesRequest-- Returns:
- A Java Future containing the result of the UpdateDevices operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateDevices
default CompletableFuture<UpdateDevicesResponse> updateDevices(Consumer<UpdateDevicesRequest.Builder> updateDevicesRequest)
Updates one or more devices in a fleet.
This is a convenience which creates an instance of the
UpdateDevicesRequest.Builderavoiding the need to create one manually viaUpdateDevicesRequest.builder()- Parameters:
updateDevicesRequest- AConsumerthat will call methods onUpdateDevicesRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateDevices operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateDomain
default CompletableFuture<UpdateDomainResponse> updateDomain(UpdateDomainRequest updateDomainRequest)
Updates the default settings for new user profiles in the domain.
- Parameters:
updateDomainRequest-- Returns:
- A Java Future containing the result of the UpdateDomain operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateDomain
default CompletableFuture<UpdateDomainResponse> updateDomain(Consumer<UpdateDomainRequest.Builder> updateDomainRequest)
Updates the default settings for new user profiles in the domain.
This is a convenience which creates an instance of the
UpdateDomainRequest.Builderavoiding the need to create one manually viaUpdateDomainRequest.builder()- Parameters:
updateDomainRequest- AConsumerthat will call methods onUpdateDomainRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateDomain operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateEndpoint
default CompletableFuture<UpdateEndpointResponse> updateEndpoint(UpdateEndpointRequest updateEndpointRequest)
Deploys the new
EndpointConfigspecified in the request, switches to using newly created endpoint, and then deletes resources provisioned for the endpoint using the previousEndpointConfig(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 toInService. To check the status of an endpoint, use the DescribeEndpoint API.You must not delete an
EndpointConfigin use by an endpoint that is live or while theUpdateEndpointorCreateEndpointoperations are being performed on the endpoint. To update an endpoint, you must create a newEndpointConfig.If you delete the
EndpointConfigof 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.- Parameters:
updateEndpointRequest-- Returns:
- A Java Future containing the result of the UpdateEndpoint operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateEndpoint
default CompletableFuture<UpdateEndpointResponse> updateEndpoint(Consumer<UpdateEndpointRequest.Builder> updateEndpointRequest)
Deploys the new
EndpointConfigspecified in the request, switches to using newly created endpoint, and then deletes resources provisioned for the endpoint using the previousEndpointConfig(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 toInService. To check the status of an endpoint, use the DescribeEndpoint API.You must not delete an
EndpointConfigin use by an endpoint that is live or while theUpdateEndpointorCreateEndpointoperations are being performed on the endpoint. To update an endpoint, you must create a newEndpointConfig.If you delete the
EndpointConfigof 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.
This is a convenience which creates an instance of the
UpdateEndpointRequest.Builderavoiding the need to create one manually viaUpdateEndpointRequest.builder()- Parameters:
updateEndpointRequest- AConsumerthat will call methods onUpdateEndpointRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateEndpoint operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateEndpointWeightsAndCapacities
default CompletableFuture<UpdateEndpointWeightsAndCapacitiesResponse> updateEndpointWeightsAndCapacities(UpdateEndpointWeightsAndCapacitiesRequest updateEndpointWeightsAndCapacitiesRequest)
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 toInService. To check the status of an endpoint, use the DescribeEndpoint API.- Parameters:
updateEndpointWeightsAndCapacitiesRequest-- Returns:
- A Java Future containing the result of the UpdateEndpointWeightsAndCapacities operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateEndpointWeightsAndCapacities
default CompletableFuture<UpdateEndpointWeightsAndCapacitiesResponse> updateEndpointWeightsAndCapacities(Consumer<UpdateEndpointWeightsAndCapacitiesRequest.Builder> updateEndpointWeightsAndCapacitiesRequest)
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 toInService. To check the status of an endpoint, use the DescribeEndpoint API.
This is a convenience which creates an instance of the
UpdateEndpointWeightsAndCapacitiesRequest.Builderavoiding the need to create one manually viaUpdateEndpointWeightsAndCapacitiesRequest.builder()- Parameters:
updateEndpointWeightsAndCapacitiesRequest- AConsumerthat will call methods onUpdateEndpointWeightsAndCapacitiesRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateEndpointWeightsAndCapacities operation returned by the
service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateExperiment
default CompletableFuture<UpdateExperimentResponse> updateExperiment(UpdateExperimentRequest updateExperimentRequest)
Adds, updates, or removes the description of an experiment. Updates the display name of an experiment.
- Parameters:
updateExperimentRequest-- Returns:
- A Java Future containing the result of the UpdateExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateExperiment
default CompletableFuture<UpdateExperimentResponse> updateExperiment(Consumer<UpdateExperimentRequest.Builder> updateExperimentRequest)
Adds, updates, or removes the description of an experiment. Updates the display name of an experiment.
This is a convenience which creates an instance of the
UpdateExperimentRequest.Builderavoiding the need to create one manually viaUpdateExperimentRequest.builder()- Parameters:
updateExperimentRequest- AConsumerthat will call methods onUpdateExperimentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateFeatureGroup
default CompletableFuture<UpdateFeatureGroupResponse> updateFeatureGroup(UpdateFeatureGroupRequest updateFeatureGroupRequest)
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
UpdateFeatureGroupAPI.You can add features for your feature group using the
FeatureAdditionsrequest parameter. Features cannot be removed from a feature group.You can update the online store configuration by using the
OnlineStoreConfigrequest parameter. If aTtlDurationis specified, the defaultTtlDurationapplies for all records added to the feature group after the feature group is updated. If a record levelTtlDurationexists from using thePutRecordAPI, the record levelTtlDurationapplies to that record instead of the defaultTtlDuration.- Parameters:
updateFeatureGroupRequest-- Returns:
- A Java Future containing the result of the UpdateFeatureGroup operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateFeatureGroup
default CompletableFuture<UpdateFeatureGroupResponse> updateFeatureGroup(Consumer<UpdateFeatureGroupRequest.Builder> updateFeatureGroupRequest)
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
UpdateFeatureGroupAPI.You can add features for your feature group using the
FeatureAdditionsrequest parameter. Features cannot be removed from a feature group.You can update the online store configuration by using the
OnlineStoreConfigrequest parameter. If aTtlDurationis specified, the defaultTtlDurationapplies for all records added to the feature group after the feature group is updated. If a record levelTtlDurationexists from using thePutRecordAPI, the record levelTtlDurationapplies to that record instead of the defaultTtlDuration.
This is a convenience which creates an instance of the
UpdateFeatureGroupRequest.Builderavoiding the need to create one manually viaUpdateFeatureGroupRequest.builder()- Parameters:
updateFeatureGroupRequest- AConsumerthat will call methods onUpdateFeatureGroupRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateFeatureGroup operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateFeatureMetadata
default CompletableFuture<UpdateFeatureMetadataResponse> updateFeatureMetadata(UpdateFeatureMetadataRequest updateFeatureMetadataRequest)
Updates the description and parameters of the feature group.
- Parameters:
updateFeatureMetadataRequest-- Returns:
- A Java Future containing the result of the UpdateFeatureMetadata operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateFeatureMetadata
default CompletableFuture<UpdateFeatureMetadataResponse> updateFeatureMetadata(Consumer<UpdateFeatureMetadataRequest.Builder> updateFeatureMetadataRequest)
Updates the description and parameters of the feature group.
This is a convenience which creates an instance of the
UpdateFeatureMetadataRequest.Builderavoiding the need to create one manually viaUpdateFeatureMetadataRequest.builder()- Parameters:
updateFeatureMetadataRequest- AConsumerthat will call methods onUpdateFeatureMetadataRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateFeatureMetadata operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateHub
default CompletableFuture<UpdateHubResponse> updateHub(UpdateHubRequest updateHubRequest)
Update a hub.
Hub APIs are only callable through SageMaker Studio.
- Parameters:
updateHubRequest-- Returns:
- A Java Future containing the result of the UpdateHub operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateHub
default CompletableFuture<UpdateHubResponse> updateHub(Consumer<UpdateHubRequest.Builder> updateHubRequest)
Update a hub.
Hub APIs are only callable through SageMaker Studio.
This is a convenience which creates an instance of the
UpdateHubRequest.Builderavoiding the need to create one manually viaUpdateHubRequest.builder()- Parameters:
updateHubRequest- AConsumerthat will call methods onUpdateHubRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateHub operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateImage
default CompletableFuture<UpdateImageResponse> updateImage(UpdateImageRequest updateImageRequest)
Updates the properties of a SageMaker image. To change the image's tags, use the AddTags and DeleteTags APIs.
- Parameters:
updateImageRequest-- Returns:
- A Java Future containing the result of the UpdateImage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateImage
default CompletableFuture<UpdateImageResponse> updateImage(Consumer<UpdateImageRequest.Builder> updateImageRequest)
Updates the properties of a SageMaker image. To change the image's tags, use the AddTags and DeleteTags APIs.
This is a convenience which creates an instance of the
UpdateImageRequest.Builderavoiding the need to create one manually viaUpdateImageRequest.builder()- Parameters:
updateImageRequest- AConsumerthat will call methods onUpdateImageRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateImage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateImageVersion
default CompletableFuture<UpdateImageVersionResponse> updateImageVersion(UpdateImageVersionRequest updateImageVersionRequest)
Updates the properties of a SageMaker image version.
- Parameters:
updateImageVersionRequest-- Returns:
- A Java Future containing the result of the UpdateImageVersion operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateImageVersion
default CompletableFuture<UpdateImageVersionResponse> updateImageVersion(Consumer<UpdateImageVersionRequest.Builder> updateImageVersionRequest)
Updates the properties of a SageMaker image version.
This is a convenience which creates an instance of the
UpdateImageVersionRequest.Builderavoiding the need to create one manually viaUpdateImageVersionRequest.builder()- Parameters:
updateImageVersionRequest- AConsumerthat will call methods onUpdateImageVersionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateImageVersion operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateInferenceComponent
default CompletableFuture<UpdateInferenceComponentResponse> updateInferenceComponent(UpdateInferenceComponentRequest updateInferenceComponentRequest)
Updates an inference component.
- Parameters:
updateInferenceComponentRequest-- Returns:
- A Java Future containing the result of the UpdateInferenceComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateInferenceComponent
default CompletableFuture<UpdateInferenceComponentResponse> updateInferenceComponent(Consumer<UpdateInferenceComponentRequest.Builder> updateInferenceComponentRequest)
Updates an inference component.
This is a convenience which creates an instance of the
UpdateInferenceComponentRequest.Builderavoiding the need to create one manually viaUpdateInferenceComponentRequest.builder()- Parameters:
updateInferenceComponentRequest- AConsumerthat will call methods onUpdateInferenceComponentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateInferenceComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateInferenceComponentRuntimeConfig
default CompletableFuture<UpdateInferenceComponentRuntimeConfigResponse> updateInferenceComponentRuntimeConfig(UpdateInferenceComponentRuntimeConfigRequest updateInferenceComponentRuntimeConfigRequest)
Runtime settings for a model that is deployed with an inference component.
- Parameters:
updateInferenceComponentRuntimeConfigRequest-- Returns:
- A Java Future containing the result of the UpdateInferenceComponentRuntimeConfig operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateInferenceComponentRuntimeConfig
default CompletableFuture<UpdateInferenceComponentRuntimeConfigResponse> updateInferenceComponentRuntimeConfig(Consumer<UpdateInferenceComponentRuntimeConfigRequest.Builder> updateInferenceComponentRuntimeConfigRequest)
Runtime settings for a model that is deployed with an inference component.
This is a convenience which creates an instance of the
UpdateInferenceComponentRuntimeConfigRequest.Builderavoiding the need to create one manually viaUpdateInferenceComponentRuntimeConfigRequest.builder()- Parameters:
updateInferenceComponentRuntimeConfigRequest- AConsumerthat will call methods onUpdateInferenceComponentRuntimeConfigRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateInferenceComponentRuntimeConfig operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateInferenceExperiment
default CompletableFuture<UpdateInferenceExperimentResponse> updateInferenceExperiment(UpdateInferenceExperimentRequest updateInferenceExperimentRequest)
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.- Parameters:
updateInferenceExperimentRequest-- Returns:
- A Java Future containing the result of the UpdateInferenceExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateInferenceExperiment
default CompletableFuture<UpdateInferenceExperimentResponse> updateInferenceExperiment(Consumer<UpdateInferenceExperimentRequest.Builder> updateInferenceExperimentRequest)
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.
This is a convenience which creates an instance of the
UpdateInferenceExperimentRequest.Builderavoiding the need to create one manually viaUpdateInferenceExperimentRequest.builder()- Parameters:
updateInferenceExperimentRequest- AConsumerthat will call methods onUpdateInferenceExperimentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateInferenceExperiment operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateModelCard
default CompletableFuture<UpdateModelCardResponse> updateModelCard(UpdateModelCardRequest updateModelCardRequest)
Update an Amazon SageMaker Model Card.
You cannot update both model card content and model card status in a single call.
- Parameters:
updateModelCardRequest-- Returns:
- A Java Future containing the result of the UpdateModelCard operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateModelCard
default CompletableFuture<UpdateModelCardResponse> updateModelCard(Consumer<UpdateModelCardRequest.Builder> updateModelCardRequest)
Update an Amazon SageMaker Model Card.
You cannot update both model card content and model card status in a single call.
This is a convenience which creates an instance of the
UpdateModelCardRequest.Builderavoiding the need to create one manually viaUpdateModelCardRequest.builder()- Parameters:
updateModelCardRequest- AConsumerthat will call methods onUpdateModelCardRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateModelCard operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateModelPackage
default CompletableFuture<UpdateModelPackageResponse> updateModelPackage(UpdateModelPackageRequest updateModelPackageRequest)
Updates a versioned model.
- Parameters:
updateModelPackageRequest-- Returns:
- A Java Future containing the result of the UpdateModelPackage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateModelPackage
default CompletableFuture<UpdateModelPackageResponse> updateModelPackage(Consumer<UpdateModelPackageRequest.Builder> updateModelPackageRequest)
Updates a versioned model.
This is a convenience which creates an instance of the
UpdateModelPackageRequest.Builderavoiding the need to create one manually viaUpdateModelPackageRequest.builder()- Parameters:
updateModelPackageRequest- AConsumerthat will call methods onUpdateModelPackageRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateModelPackage operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateMonitoringAlert
default CompletableFuture<UpdateMonitoringAlertResponse> updateMonitoringAlert(UpdateMonitoringAlertRequest updateMonitoringAlertRequest)
Update the parameters of a model monitor alert.
- Parameters:
updateMonitoringAlertRequest-- Returns:
- A Java Future containing the result of the UpdateMonitoringAlert operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateMonitoringAlert
default CompletableFuture<UpdateMonitoringAlertResponse> updateMonitoringAlert(Consumer<UpdateMonitoringAlertRequest.Builder> updateMonitoringAlertRequest)
Update the parameters of a model monitor alert.
This is a convenience which creates an instance of the
UpdateMonitoringAlertRequest.Builderavoiding the need to create one manually viaUpdateMonitoringAlertRequest.builder()- Parameters:
updateMonitoringAlertRequest- AConsumerthat will call methods onUpdateMonitoringAlertRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateMonitoringAlert operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateMonitoringSchedule
default CompletableFuture<UpdateMonitoringScheduleResponse> updateMonitoringSchedule(UpdateMonitoringScheduleRequest updateMonitoringScheduleRequest)
Updates a previously created schedule.
- Parameters:
updateMonitoringScheduleRequest-- Returns:
- A Java Future containing the result of the UpdateMonitoringSchedule operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateMonitoringSchedule
default CompletableFuture<UpdateMonitoringScheduleResponse> updateMonitoringSchedule(Consumer<UpdateMonitoringScheduleRequest.Builder> updateMonitoringScheduleRequest)
Updates a previously created schedule.
This is a convenience which creates an instance of the
UpdateMonitoringScheduleRequest.Builderavoiding the need to create one manually viaUpdateMonitoringScheduleRequest.builder()- Parameters:
updateMonitoringScheduleRequest- AConsumerthat will call methods onUpdateMonitoringScheduleRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateMonitoringSchedule operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateNotebookInstance
default CompletableFuture<UpdateNotebookInstanceResponse> updateNotebookInstance(UpdateNotebookInstanceRequest updateNotebookInstanceRequest)
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.
- Parameters:
updateNotebookInstanceRequest-- Returns:
- A Java Future containing the result of the UpdateNotebookInstance operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateNotebookInstance
default CompletableFuture<UpdateNotebookInstanceResponse> updateNotebookInstance(Consumer<UpdateNotebookInstanceRequest.Builder> updateNotebookInstanceRequest)
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.
This is a convenience which creates an instance of the
UpdateNotebookInstanceRequest.Builderavoiding the need to create one manually viaUpdateNotebookInstanceRequest.builder()- Parameters:
updateNotebookInstanceRequest- AConsumerthat will call methods onUpdateNotebookInstanceRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateNotebookInstance operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateNotebookInstanceLifecycleConfig
default CompletableFuture<UpdateNotebookInstanceLifecycleConfigResponse> updateNotebookInstanceLifecycleConfig(UpdateNotebookInstanceLifecycleConfigRequest updateNotebookInstanceLifecycleConfigRequest)
Updates a notebook instance lifecycle configuration created with the CreateNotebookInstanceLifecycleConfig API.
- Parameters:
updateNotebookInstanceLifecycleConfigRequest-- Returns:
- A Java Future containing the result of the UpdateNotebookInstanceLifecycleConfig operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateNotebookInstanceLifecycleConfig
default CompletableFuture<UpdateNotebookInstanceLifecycleConfigResponse> updateNotebookInstanceLifecycleConfig(Consumer<UpdateNotebookInstanceLifecycleConfigRequest.Builder> updateNotebookInstanceLifecycleConfigRequest)
Updates a notebook instance lifecycle configuration created with the CreateNotebookInstanceLifecycleConfig API.
This is a convenience which creates an instance of the
UpdateNotebookInstanceLifecycleConfigRequest.Builderavoiding the need to create one manually viaUpdateNotebookInstanceLifecycleConfigRequest.builder()- Parameters:
updateNotebookInstanceLifecycleConfigRequest- AConsumerthat will call methods onUpdateNotebookInstanceLifecycleConfigRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateNotebookInstanceLifecycleConfig operation returned by
the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updatePipeline
default CompletableFuture<UpdatePipelineResponse> updatePipeline(UpdatePipelineRequest updatePipelineRequest)
Updates a pipeline.
- Parameters:
updatePipelineRequest-- Returns:
- A Java Future containing the result of the UpdatePipeline operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updatePipeline
default CompletableFuture<UpdatePipelineResponse> updatePipeline(Consumer<UpdatePipelineRequest.Builder> updatePipelineRequest)
Updates a pipeline.
This is a convenience which creates an instance of the
UpdatePipelineRequest.Builderavoiding the need to create one manually viaUpdatePipelineRequest.builder()- Parameters:
updatePipelineRequest- AConsumerthat will call methods onUpdatePipelineRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdatePipeline operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updatePipelineExecution
default CompletableFuture<UpdatePipelineExecutionResponse> updatePipelineExecution(UpdatePipelineExecutionRequest updatePipelineExecutionRequest)
Updates a pipeline execution.
- Parameters:
updatePipelineExecutionRequest-- Returns:
- A Java Future containing the result of the UpdatePipelineExecution operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updatePipelineExecution
default CompletableFuture<UpdatePipelineExecutionResponse> updatePipelineExecution(Consumer<UpdatePipelineExecutionRequest.Builder> updatePipelineExecutionRequest)
Updates a pipeline execution.
This is a convenience which creates an instance of the
UpdatePipelineExecutionRequest.Builderavoiding the need to create one manually viaUpdatePipelineExecutionRequest.builder()- Parameters:
updatePipelineExecutionRequest- AConsumerthat will call methods onUpdatePipelineExecutionRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdatePipelineExecution operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateProject
default CompletableFuture<UpdateProjectResponse> updateProject(UpdateProjectRequest updateProjectRequest)
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
ServiceCatalogProvisioningUpdateDetailsof a project that is active or being created, or updated, you may lose resources already created by the project.- Parameters:
updateProjectRequest-- Returns:
- A Java Future containing the result of the UpdateProject operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateProject
default CompletableFuture<UpdateProjectResponse> updateProject(Consumer<UpdateProjectRequest.Builder> updateProjectRequest)
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
ServiceCatalogProvisioningUpdateDetailsof a project that is active or being created, or updated, you may lose resources already created by the project.
This is a convenience which creates an instance of the
UpdateProjectRequest.Builderavoiding the need to create one manually viaUpdateProjectRequest.builder()- Parameters:
updateProjectRequest- AConsumerthat will call methods onUpdateProjectRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateProject operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateSpace
default CompletableFuture<UpdateSpaceResponse> updateSpace(UpdateSpaceRequest updateSpaceRequest)
Updates the settings of a space.
- Parameters:
updateSpaceRequest-- Returns:
- A Java Future containing the result of the UpdateSpace operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateSpace
default CompletableFuture<UpdateSpaceResponse> updateSpace(Consumer<UpdateSpaceRequest.Builder> updateSpaceRequest)
Updates the settings of a space.
This is a convenience which creates an instance of the
UpdateSpaceRequest.Builderavoiding the need to create one manually viaUpdateSpaceRequest.builder()- Parameters:
updateSpaceRequest- AConsumerthat will call methods onUpdateSpaceRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateSpace operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateTrainingJob
default CompletableFuture<UpdateTrainingJobResponse> updateTrainingJob(UpdateTrainingJobRequest updateTrainingJobRequest)
Update a model training job to request a new Debugger profiling configuration or to change warm pool retention length.
- Parameters:
updateTrainingJobRequest-- Returns:
- A Java Future containing the result of the UpdateTrainingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateTrainingJob
default CompletableFuture<UpdateTrainingJobResponse> updateTrainingJob(Consumer<UpdateTrainingJobRequest.Builder> updateTrainingJobRequest)
Update a model training job to request a new Debugger profiling configuration or to change warm pool retention length.
This is a convenience which creates an instance of the
UpdateTrainingJobRequest.Builderavoiding the need to create one manually viaUpdateTrainingJobRequest.builder()- Parameters:
updateTrainingJobRequest- AConsumerthat will call methods onUpdateTrainingJobRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateTrainingJob operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceNotFoundException Resource being access is not found.
- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateTrial
default CompletableFuture<UpdateTrialResponse> updateTrial(UpdateTrialRequest updateTrialRequest)
Updates the display name of a trial.
- Parameters:
updateTrialRequest-- Returns:
- A Java Future containing the result of the UpdateTrial operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateTrial
default CompletableFuture<UpdateTrialResponse> updateTrial(Consumer<UpdateTrialRequest.Builder> updateTrialRequest)
Updates the display name of a trial.
This is a convenience which creates an instance of the
UpdateTrialRequest.Builderavoiding the need to create one manually viaUpdateTrialRequest.builder()- Parameters:
updateTrialRequest- AConsumerthat will call methods onUpdateTrialRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateTrial operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateTrialComponent
default CompletableFuture<UpdateTrialComponentResponse> updateTrialComponent(UpdateTrialComponentRequest updateTrialComponentRequest)
Updates one or more properties of a trial component.
- Parameters:
updateTrialComponentRequest-- Returns:
- A Java Future containing the result of the UpdateTrialComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateTrialComponent
default CompletableFuture<UpdateTrialComponentResponse> updateTrialComponent(Consumer<UpdateTrialComponentRequest.Builder> updateTrialComponentRequest)
Updates one or more properties of a trial component.
This is a convenience which creates an instance of the
UpdateTrialComponentRequest.Builderavoiding the need to create one manually viaUpdateTrialComponentRequest.builder()- Parameters:
updateTrialComponentRequest- AConsumerthat will call methods onUpdateTrialComponentRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateTrialComponent operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateUserProfile
default CompletableFuture<UpdateUserProfileResponse> updateUserProfile(UpdateUserProfileRequest updateUserProfileRequest)
Updates a user profile.
- Parameters:
updateUserProfileRequest-- Returns:
- A Java Future containing the result of the UpdateUserProfile operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateUserProfile
default CompletableFuture<UpdateUserProfileResponse> updateUserProfile(Consumer<UpdateUserProfileRequest.Builder> updateUserProfileRequest)
Updates a user profile.
This is a convenience which creates an instance of the
UpdateUserProfileRequest.Builderavoiding the need to create one manually viaUpdateUserProfileRequest.builder()- Parameters:
updateUserProfileRequest- AConsumerthat will call methods onUpdateUserProfileRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateUserProfile operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- ResourceInUseException Resource being accessed is in use.
- ResourceNotFoundException Resource being access is not found.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateWorkforce
default CompletableFuture<UpdateWorkforceResponse> updateWorkforce(UpdateWorkforceRequest updateWorkforceRequest)
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
SourceIpConfigto 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 aNot Founderror message on the worker portal.To restrict access to all the workers in public internet, add the
SourceIpConfigCIDR value as "10.0.0.0/16".Amazon SageMaker does not support Source Ip restriction for worker portals in VPC.
Use
OidcConfigto 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.
- Parameters:
updateWorkforceRequest-- Returns:
- A Java Future containing the result of the UpdateWorkforce operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateWorkforce
default CompletableFuture<UpdateWorkforceResponse> updateWorkforce(Consumer<UpdateWorkforceRequest.Builder> updateWorkforceRequest)
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
SourceIpConfigto 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 aNot Founderror message on the worker portal.To restrict access to all the workers in public internet, add the
SourceIpConfigCIDR value as "10.0.0.0/16".Amazon SageMaker does not support Source Ip restriction for worker portals in VPC.
Use
OidcConfigto 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.
This is a convenience which creates an instance of the
UpdateWorkforceRequest.Builderavoiding the need to create one manually viaUpdateWorkforceRequest.builder()- Parameters:
updateWorkforceRequest- AConsumerthat will call methods onUpdateWorkforceRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateWorkforce operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
ExperimentorArtifact. - SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- ConflictException There was a conflict when you attempted to modify a SageMaker entity such as an
- See Also:
- AWS API Documentation
-
updateWorkteam
default CompletableFuture<UpdateWorkteamResponse> updateWorkteam(UpdateWorkteamRequest updateWorkteamRequest)
Updates an existing work team with new member definitions or description.
- Parameters:
updateWorkteamRequest-- Returns:
- A Java Future containing the result of the UpdateWorkteam operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
updateWorkteam
default CompletableFuture<UpdateWorkteamResponse> updateWorkteam(Consumer<UpdateWorkteamRequest.Builder> updateWorkteamRequest)
Updates an existing work team with new member definitions or description.
This is a convenience which creates an instance of the
UpdateWorkteamRequest.Builderavoiding the need to create one manually viaUpdateWorkteamRequest.builder()- Parameters:
updateWorkteamRequest- AConsumerthat will call methods onUpdateWorkteamRequest.Builderto create a request.- Returns:
- A Java Future containing the result of the UpdateWorkteam operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.- ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
- SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
- SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
- SageMakerException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
- See Also:
- AWS API Documentation
-
waiter
default SageMakerAsyncWaiter waiter()
Create an instance ofSageMakerAsyncWaiterusing this client.Waiters created via this method are managed by the SDK and resources will be released when the service client is closed.
- Returns:
- an instance of
SageMakerAsyncWaiter
-
serviceClientConfiguration
default SageMakerServiceClientConfiguration serviceClientConfiguration()
- Specified by:
serviceClientConfigurationin interfaceAwsClient- Specified by:
serviceClientConfigurationin interfaceSdkClient
-
create
static SageMakerAsyncClient create()
Create aSageMakerAsyncClientwith the region loaded from theDefaultAwsRegionProviderChainand credentials loaded from theDefaultCredentialsProvider.
-
builder
static SageMakerAsyncClientBuilder builder()
Create a builder that can be used to configure and create aSageMakerAsyncClient.
-
-