@Generated(value="software.amazon.awssdk:codegen") public interface SageMakerClient extends SdkClient
builder() method.
Provides APIs for creating and managing Amazon SageMaker resources.
Other Resources:
| Modifier and Type | Field and Description |
|---|---|
static String |
SERVICE_NAME |
| Modifier and Type | Method and Description |
|---|---|
default AddTagsResponse |
addTags(AddTagsRequest addTagsRequest)
Adds or overwrites one or more tags for the specified Amazon SageMaker resource.
|
default AddTagsResponse |
addTags(Consumer<AddTagsRequest.Builder> addTagsRequest)
Adds or overwrites one or more tags for the specified Amazon SageMaker resource.
|
default AssociateTrialComponentResponse |
associateTrialComponent(AssociateTrialComponentRequest associateTrialComponentRequest)
Associates a trial component with a trial.
|
default AssociateTrialComponentResponse |
associateTrialComponent(Consumer<AssociateTrialComponentRequest.Builder> associateTrialComponentRequest)
Associates a trial component with a trial.
|
static SageMakerClientBuilder |
builder()
Create a builder that can be used to configure and create a
SageMakerClient. |
static SageMakerClient |
create()
Create a
SageMakerClient with the region loaded from the
DefaultAwsRegionProviderChain and credentials loaded from the
DefaultCredentialsProvider. |
default CreateAlgorithmResponse |
createAlgorithm(Consumer<CreateAlgorithmRequest.Builder> createAlgorithmRequest)
Create a machine learning algorithm that you can use in Amazon SageMaker and list in the AWS Marketplace.
|
default CreateAlgorithmResponse |
createAlgorithm(CreateAlgorithmRequest createAlgorithmRequest)
Create a machine learning algorithm that you can use in Amazon SageMaker and list in the AWS Marketplace.
|
default CreateAppResponse |
createApp(Consumer<CreateAppRequest.Builder> createAppRequest)
Creates a running App for the specified UserProfile.
|
default CreateAppResponse |
createApp(CreateAppRequest createAppRequest)
Creates a running App for the specified UserProfile.
|
default CreateAutoMlJobResponse |
createAutoMLJob(Consumer<CreateAutoMlJobRequest.Builder> createAutoMlJobRequest)
Creates an AutoPilot job.
|
default CreateAutoMlJobResponse |
createAutoMLJob(CreateAutoMlJobRequest createAutoMlJobRequest)
Creates an AutoPilot job.
|
default CreateCodeRepositoryResponse |
createCodeRepository(Consumer<CreateCodeRepositoryRequest.Builder> createCodeRepositoryRequest)
Creates a Git repository as a resource in your Amazon SageMaker account.
|
default CreateCodeRepositoryResponse |
createCodeRepository(CreateCodeRepositoryRequest createCodeRepositoryRequest)
Creates a Git repository as a resource in your Amazon SageMaker account.
|
default CreateCompilationJobResponse |
createCompilationJob(Consumer<CreateCompilationJobRequest.Builder> createCompilationJobRequest)
Starts a model compilation job.
|
default CreateCompilationJobResponse |
createCompilationJob(CreateCompilationJobRequest createCompilationJobRequest)
Starts a model compilation job.
|
default CreateDomainResponse |
createDomain(Consumer<CreateDomainRequest.Builder> createDomainRequest)
Creates a
Domain used by SageMaker Studio. |
default CreateDomainResponse |
createDomain(CreateDomainRequest createDomainRequest)
Creates a
Domain used by SageMaker Studio. |
default CreateEndpointResponse |
createEndpoint(Consumer<CreateEndpointRequest.Builder> createEndpointRequest)
Creates an endpoint using the endpoint configuration specified in the request.
|
default CreateEndpointResponse |
createEndpoint(CreateEndpointRequest createEndpointRequest)
Creates an endpoint using the endpoint configuration specified in the request.
|
default CreateEndpointConfigResponse |
createEndpointConfig(Consumer<CreateEndpointConfigRequest.Builder> createEndpointConfigRequest)
Creates an endpoint configuration that Amazon SageMaker hosting services uses to deploy models.
|
default CreateEndpointConfigResponse |
createEndpointConfig(CreateEndpointConfigRequest createEndpointConfigRequest)
Creates an endpoint configuration that Amazon SageMaker hosting services uses to deploy models.
|
default CreateExperimentResponse |
createExperiment(Consumer<CreateExperimentRequest.Builder> createExperimentRequest)
Creates an Amazon SageMaker experiment.
|
default CreateExperimentResponse |
createExperiment(CreateExperimentRequest createExperimentRequest)
Creates an Amazon SageMaker experiment.
|
default CreateFlowDefinitionResponse |
createFlowDefinition(Consumer<CreateFlowDefinitionRequest.Builder> createFlowDefinitionRequest)
Creates a flow definition.
|
default CreateFlowDefinitionResponse |
createFlowDefinition(CreateFlowDefinitionRequest createFlowDefinitionRequest)
Creates a flow definition.
|
default CreateHumanTaskUiResponse |
createHumanTaskUi(Consumer<CreateHumanTaskUiRequest.Builder> createHumanTaskUiRequest)
Defines the settings you will use for the human review workflow user interface.
|
default CreateHumanTaskUiResponse |
createHumanTaskUi(CreateHumanTaskUiRequest createHumanTaskUiRequest)
Defines the settings you will use for the human review workflow user interface.
|
default CreateHyperParameterTuningJobResponse |
createHyperParameterTuningJob(Consumer<CreateHyperParameterTuningJobRequest.Builder> createHyperParameterTuningJobRequest)
Starts a hyperparameter tuning job.
|
default CreateHyperParameterTuningJobResponse |
createHyperParameterTuningJob(CreateHyperParameterTuningJobRequest createHyperParameterTuningJobRequest)
Starts a hyperparameter tuning job.
|
default CreateLabelingJobResponse |
createLabelingJob(Consumer<CreateLabelingJobRequest.Builder> createLabelingJobRequest)
Creates a job that uses workers to label the data objects in your input dataset.
|
default CreateLabelingJobResponse |
createLabelingJob(CreateLabelingJobRequest createLabelingJobRequest)
Creates a job that uses workers to label the data objects in your input dataset.
|
default CreateModelResponse |
createModel(Consumer<CreateModelRequest.Builder> createModelRequest)
Creates a model in Amazon SageMaker.
|
default CreateModelResponse |
createModel(CreateModelRequest createModelRequest)
Creates a model in Amazon SageMaker.
|
default CreateModelPackageResponse |
createModelPackage(Consumer<CreateModelPackageRequest.Builder> createModelPackageRequest)
Creates a model package that you can use to create Amazon SageMaker models or list on AWS Marketplace.
|
default CreateModelPackageResponse |
createModelPackage(CreateModelPackageRequest createModelPackageRequest)
Creates a model package that you can use to create Amazon SageMaker models or list on AWS Marketplace.
|
default 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 Endoint.
|
default CreateMonitoringScheduleResponse |
createMonitoringSchedule(CreateMonitoringScheduleRequest createMonitoringScheduleRequest)
Creates a schedule that regularly starts Amazon SageMaker Processing Jobs to monitor the data captured for an
Amazon SageMaker Endoint.
|
default CreateNotebookInstanceResponse |
createNotebookInstance(Consumer<CreateNotebookInstanceRequest.Builder> createNotebookInstanceRequest)
Creates an Amazon SageMaker notebook instance.
|
default CreateNotebookInstanceResponse |
createNotebookInstance(CreateNotebookInstanceRequest createNotebookInstanceRequest)
Creates an Amazon SageMaker notebook instance.
|
default CreateNotebookInstanceLifecycleConfigResponse |
createNotebookInstanceLifecycleConfig(Consumer<CreateNotebookInstanceLifecycleConfigRequest.Builder> createNotebookInstanceLifecycleConfigRequest)
Creates a lifecycle configuration that you can associate with a notebook instance.
|
default CreateNotebookInstanceLifecycleConfigResponse |
createNotebookInstanceLifecycleConfig(CreateNotebookInstanceLifecycleConfigRequest createNotebookInstanceLifecycleConfigRequest)
Creates a lifecycle configuration that you can associate with a notebook instance.
|
default CreatePresignedDomainUrlResponse |
createPresignedDomainUrl(Consumer<CreatePresignedDomainUrlRequest.Builder> createPresignedDomainUrlRequest)
Creates a URL for a specified UserProfile in a Domain.
|
default CreatePresignedDomainUrlResponse |
createPresignedDomainUrl(CreatePresignedDomainUrlRequest createPresignedDomainUrlRequest)
Creates a URL for a specified UserProfile in a Domain.
|
default CreatePresignedNotebookInstanceUrlResponse |
createPresignedNotebookInstanceUrl(Consumer<CreatePresignedNotebookInstanceUrlRequest.Builder> createPresignedNotebookInstanceUrlRequest)
Returns a URL that you can use to connect to the Jupyter server from a notebook instance.
|
default CreatePresignedNotebookInstanceUrlResponse |
createPresignedNotebookInstanceUrl(CreatePresignedNotebookInstanceUrlRequest createPresignedNotebookInstanceUrlRequest)
Returns a URL that you can use to connect to the Jupyter server from a notebook instance.
|
default CreateProcessingJobResponse |
createProcessingJob(Consumer<CreateProcessingJobRequest.Builder> createProcessingJobRequest)
Creates a processing job.
|
default CreateProcessingJobResponse |
createProcessingJob(CreateProcessingJobRequest createProcessingJobRequest)
Creates a processing job.
|
default CreateTrainingJobResponse |
createTrainingJob(Consumer<CreateTrainingJobRequest.Builder> createTrainingJobRequest)
Starts a model training job.
|
default CreateTrainingJobResponse |
createTrainingJob(CreateTrainingJobRequest createTrainingJobRequest)
Starts a model training job.
|
default CreateTransformJobResponse |
createTransformJob(Consumer<CreateTransformJobRequest.Builder> createTransformJobRequest)
Starts a transform job.
|
default CreateTransformJobResponse |
createTransformJob(CreateTransformJobRequest createTransformJobRequest)
Starts a transform job.
|
default CreateTrialResponse |
createTrial(Consumer<CreateTrialRequest.Builder> createTrialRequest)
Creates an Amazon SageMaker trial.
|
default CreateTrialResponse |
createTrial(CreateTrialRequest createTrialRequest)
Creates an Amazon SageMaker trial.
|
default CreateTrialComponentResponse |
createTrialComponent(Consumer<CreateTrialComponentRequest.Builder> createTrialComponentRequest)
Creates a trial component, which is a stage of a machine learning trial.
|
default CreateTrialComponentResponse |
createTrialComponent(CreateTrialComponentRequest createTrialComponentRequest)
Creates a trial component, which is a stage of a machine learning trial.
|
default CreateUserProfileResponse |
createUserProfile(Consumer<CreateUserProfileRequest.Builder> createUserProfileRequest)
Creates a user profile.
|
default CreateUserProfileResponse |
createUserProfile(CreateUserProfileRequest createUserProfileRequest)
Creates a user profile.
|
default CreateWorkteamResponse |
createWorkteam(Consumer<CreateWorkteamRequest.Builder> createWorkteamRequest)
Creates a new work team for labeling your data.
|
default CreateWorkteamResponse |
createWorkteam(CreateWorkteamRequest createWorkteamRequest)
Creates a new work team for labeling your data.
|
default DeleteAlgorithmResponse |
deleteAlgorithm(Consumer<DeleteAlgorithmRequest.Builder> deleteAlgorithmRequest)
Removes the specified algorithm from your account.
|
default DeleteAlgorithmResponse |
deleteAlgorithm(DeleteAlgorithmRequest deleteAlgorithmRequest)
Removes the specified algorithm from your account.
|
default DeleteAppResponse |
deleteApp(Consumer<DeleteAppRequest.Builder> deleteAppRequest)
Used to stop and delete an app.
|
default DeleteAppResponse |
deleteApp(DeleteAppRequest deleteAppRequest)
Used to stop and delete an app.
|
default DeleteCodeRepositoryResponse |
deleteCodeRepository(Consumer<DeleteCodeRepositoryRequest.Builder> deleteCodeRepositoryRequest)
Deletes the specified Git repository from your account.
|
default DeleteCodeRepositoryResponse |
deleteCodeRepository(DeleteCodeRepositoryRequest deleteCodeRepositoryRequest)
Deletes the specified Git repository from your account.
|
default DeleteDomainResponse |
deleteDomain(Consumer<DeleteDomainRequest.Builder> deleteDomainRequest)
Used to delete a domain.
|
default DeleteDomainResponse |
deleteDomain(DeleteDomainRequest deleteDomainRequest)
Used to delete a domain.
|
default DeleteEndpointResponse |
deleteEndpoint(Consumer<DeleteEndpointRequest.Builder> deleteEndpointRequest)
Deletes an endpoint.
|
default DeleteEndpointResponse |
deleteEndpoint(DeleteEndpointRequest deleteEndpointRequest)
Deletes an endpoint.
|
default DeleteEndpointConfigResponse |
deleteEndpointConfig(Consumer<DeleteEndpointConfigRequest.Builder> deleteEndpointConfigRequest)
Deletes an endpoint configuration.
|
default DeleteEndpointConfigResponse |
deleteEndpointConfig(DeleteEndpointConfigRequest deleteEndpointConfigRequest)
Deletes an endpoint configuration.
|
default DeleteExperimentResponse |
deleteExperiment(Consumer<DeleteExperimentRequest.Builder> deleteExperimentRequest)
Deletes an Amazon SageMaker experiment.
|
default DeleteExperimentResponse |
deleteExperiment(DeleteExperimentRequest deleteExperimentRequest)
Deletes an Amazon SageMaker experiment.
|
default DeleteFlowDefinitionResponse |
deleteFlowDefinition(Consumer<DeleteFlowDefinitionRequest.Builder> deleteFlowDefinitionRequest)
Deletes the specified flow definition.
|
default DeleteFlowDefinitionResponse |
deleteFlowDefinition(DeleteFlowDefinitionRequest deleteFlowDefinitionRequest)
Deletes the specified flow definition.
|
default DeleteHumanTaskUiResponse |
deleteHumanTaskUi(Consumer<DeleteHumanTaskUiRequest.Builder> deleteHumanTaskUiRequest)
Use this operation to delete a worker task template (
HumanTaskUi). |
default DeleteHumanTaskUiResponse |
deleteHumanTaskUi(DeleteHumanTaskUiRequest deleteHumanTaskUiRequest)
Use this operation to delete a worker task template (
HumanTaskUi). |
default DeleteModelResponse |
deleteModel(Consumer<DeleteModelRequest.Builder> deleteModelRequest)
Deletes a model.
|
default DeleteModelResponse |
deleteModel(DeleteModelRequest deleteModelRequest)
Deletes a model.
|
default DeleteModelPackageResponse |
deleteModelPackage(Consumer<DeleteModelPackageRequest.Builder> deleteModelPackageRequest)
Deletes a model package.
|
default DeleteModelPackageResponse |
deleteModelPackage(DeleteModelPackageRequest deleteModelPackageRequest)
Deletes a model package.
|
default DeleteMonitoringScheduleResponse |
deleteMonitoringSchedule(Consumer<DeleteMonitoringScheduleRequest.Builder> deleteMonitoringScheduleRequest)
Deletes a monitoring schedule.
|
default DeleteMonitoringScheduleResponse |
deleteMonitoringSchedule(DeleteMonitoringScheduleRequest deleteMonitoringScheduleRequest)
Deletes a monitoring schedule.
|
default DeleteNotebookInstanceResponse |
deleteNotebookInstance(Consumer<DeleteNotebookInstanceRequest.Builder> deleteNotebookInstanceRequest)
Deletes an Amazon SageMaker notebook instance.
|
default DeleteNotebookInstanceResponse |
deleteNotebookInstance(DeleteNotebookInstanceRequest deleteNotebookInstanceRequest)
Deletes an Amazon SageMaker notebook instance.
|
default DeleteNotebookInstanceLifecycleConfigResponse |
deleteNotebookInstanceLifecycleConfig(Consumer<DeleteNotebookInstanceLifecycleConfigRequest.Builder> deleteNotebookInstanceLifecycleConfigRequest)
Deletes a notebook instance lifecycle configuration.
|
default DeleteNotebookInstanceLifecycleConfigResponse |
deleteNotebookInstanceLifecycleConfig(DeleteNotebookInstanceLifecycleConfigRequest deleteNotebookInstanceLifecycleConfigRequest)
Deletes a notebook instance lifecycle configuration.
|
default DeleteTagsResponse |
deleteTags(Consumer<DeleteTagsRequest.Builder> deleteTagsRequest)
Deletes the specified tags from an Amazon SageMaker resource.
|
default DeleteTagsResponse |
deleteTags(DeleteTagsRequest deleteTagsRequest)
Deletes the specified tags from an Amazon SageMaker resource.
|
default DeleteTrialResponse |
deleteTrial(Consumer<DeleteTrialRequest.Builder> deleteTrialRequest)
Deletes the specified trial.
|
default DeleteTrialResponse |
deleteTrial(DeleteTrialRequest deleteTrialRequest)
Deletes the specified trial.
|
default DeleteTrialComponentResponse |
deleteTrialComponent(Consumer<DeleteTrialComponentRequest.Builder> deleteTrialComponentRequest)
Deletes the specified trial component.
|
default DeleteTrialComponentResponse |
deleteTrialComponent(DeleteTrialComponentRequest deleteTrialComponentRequest)
Deletes the specified trial component.
|
default DeleteUserProfileResponse |
deleteUserProfile(Consumer<DeleteUserProfileRequest.Builder> deleteUserProfileRequest)
Deletes a user profile.
|
default DeleteUserProfileResponse |
deleteUserProfile(DeleteUserProfileRequest deleteUserProfileRequest)
Deletes a user profile.
|
default DeleteWorkteamResponse |
deleteWorkteam(Consumer<DeleteWorkteamRequest.Builder> deleteWorkteamRequest)
Deletes an existing work team.
|
default DeleteWorkteamResponse |
deleteWorkteam(DeleteWorkteamRequest deleteWorkteamRequest)
Deletes an existing work team.
|
default DescribeAlgorithmResponse |
describeAlgorithm(Consumer<DescribeAlgorithmRequest.Builder> describeAlgorithmRequest)
Returns a description of the specified algorithm that is in your account.
|
default DescribeAlgorithmResponse |
describeAlgorithm(DescribeAlgorithmRequest describeAlgorithmRequest)
Returns a description of the specified algorithm that is in your account.
|
default DescribeAppResponse |
describeApp(Consumer<DescribeAppRequest.Builder> describeAppRequest)
Describes the app.
|
default DescribeAppResponse |
describeApp(DescribeAppRequest describeAppRequest)
Describes the app.
|
default DescribeAutoMlJobResponse |
describeAutoMLJob(Consumer<DescribeAutoMlJobRequest.Builder> describeAutoMlJobRequest)
Returns information about an Amazon SageMaker job.
|
default DescribeAutoMlJobResponse |
describeAutoMLJob(DescribeAutoMlJobRequest describeAutoMlJobRequest)
Returns information about an Amazon SageMaker job.
|
default DescribeCodeRepositoryResponse |
describeCodeRepository(Consumer<DescribeCodeRepositoryRequest.Builder> describeCodeRepositoryRequest)
Gets details about the specified Git repository.
|
default DescribeCodeRepositoryResponse |
describeCodeRepository(DescribeCodeRepositoryRequest describeCodeRepositoryRequest)
Gets details about the specified Git repository.
|
default DescribeCompilationJobResponse |
describeCompilationJob(Consumer<DescribeCompilationJobRequest.Builder> describeCompilationJobRequest)
Returns information about a model compilation job.
|
default DescribeCompilationJobResponse |
describeCompilationJob(DescribeCompilationJobRequest describeCompilationJobRequest)
Returns information about a model compilation job.
|
default DescribeDomainResponse |
describeDomain(Consumer<DescribeDomainRequest.Builder> describeDomainRequest)
The description of the domain.
|
default DescribeDomainResponse |
describeDomain(DescribeDomainRequest describeDomainRequest)
The description of the domain.
|
default DescribeEndpointResponse |
describeEndpoint(Consumer<DescribeEndpointRequest.Builder> describeEndpointRequest)
Returns the description of an endpoint.
|
default DescribeEndpointResponse |
describeEndpoint(DescribeEndpointRequest describeEndpointRequest)
Returns the description of an endpoint.
|
default DescribeEndpointConfigResponse |
describeEndpointConfig(Consumer<DescribeEndpointConfigRequest.Builder> describeEndpointConfigRequest)
Returns the description of an endpoint configuration created using the
CreateEndpointConfig API. |
default DescribeEndpointConfigResponse |
describeEndpointConfig(DescribeEndpointConfigRequest describeEndpointConfigRequest)
Returns the description of an endpoint configuration created using the
CreateEndpointConfig API. |
default DescribeExperimentResponse |
describeExperiment(Consumer<DescribeExperimentRequest.Builder> describeExperimentRequest)
Provides a list of an experiment's properties.
|
default DescribeExperimentResponse |
describeExperiment(DescribeExperimentRequest describeExperimentRequest)
Provides a list of an experiment's properties.
|
default DescribeFlowDefinitionResponse |
describeFlowDefinition(Consumer<DescribeFlowDefinitionRequest.Builder> describeFlowDefinitionRequest)
Returns information about the specified flow definition.
|
default DescribeFlowDefinitionResponse |
describeFlowDefinition(DescribeFlowDefinitionRequest describeFlowDefinitionRequest)
Returns information about the specified flow definition.
|
default DescribeHumanTaskUiResponse |
describeHumanTaskUi(Consumer<DescribeHumanTaskUiRequest.Builder> describeHumanTaskUiRequest)
Returns information about the requested human task user interface (worker task template).
|
default DescribeHumanTaskUiResponse |
describeHumanTaskUi(DescribeHumanTaskUiRequest describeHumanTaskUiRequest)
Returns information about the requested human task user interface (worker task template).
|
default DescribeHyperParameterTuningJobResponse |
describeHyperParameterTuningJob(Consumer<DescribeHyperParameterTuningJobRequest.Builder> describeHyperParameterTuningJobRequest)
Gets a description of a hyperparameter tuning job.
|
default DescribeHyperParameterTuningJobResponse |
describeHyperParameterTuningJob(DescribeHyperParameterTuningJobRequest describeHyperParameterTuningJobRequest)
Gets a description of a hyperparameter tuning job.
|
default DescribeLabelingJobResponse |
describeLabelingJob(Consumer<DescribeLabelingJobRequest.Builder> describeLabelingJobRequest)
Gets information about a labeling job.
|
default DescribeLabelingJobResponse |
describeLabelingJob(DescribeLabelingJobRequest describeLabelingJobRequest)
Gets information about a labeling job.
|
default DescribeModelResponse |
describeModel(Consumer<DescribeModelRequest.Builder> describeModelRequest)
Describes a model that you created using the
CreateModel API. |
default DescribeModelResponse |
describeModel(DescribeModelRequest describeModelRequest)
Describes a model that you created using the
CreateModel API. |
default DescribeModelPackageResponse |
describeModelPackage(Consumer<DescribeModelPackageRequest.Builder> describeModelPackageRequest)
Returns a description of the specified model package, which is used to create Amazon SageMaker models or list
them on AWS Marketplace.
|
default DescribeModelPackageResponse |
describeModelPackage(DescribeModelPackageRequest describeModelPackageRequest)
Returns a description of the specified model package, which is used to create Amazon SageMaker models or list
them on AWS Marketplace.
|
default DescribeMonitoringScheduleResponse |
describeMonitoringSchedule(Consumer<DescribeMonitoringScheduleRequest.Builder> describeMonitoringScheduleRequest)
Describes the schedule for a monitoring job.
|
default DescribeMonitoringScheduleResponse |
describeMonitoringSchedule(DescribeMonitoringScheduleRequest describeMonitoringScheduleRequest)
Describes the schedule for a monitoring job.
|
default DescribeNotebookInstanceResponse |
describeNotebookInstance(Consumer<DescribeNotebookInstanceRequest.Builder> describeNotebookInstanceRequest)
Returns information about a notebook instance.
|
default DescribeNotebookInstanceResponse |
describeNotebookInstance(DescribeNotebookInstanceRequest describeNotebookInstanceRequest)
Returns information about a notebook instance.
|
default DescribeNotebookInstanceLifecycleConfigResponse |
describeNotebookInstanceLifecycleConfig(Consumer<DescribeNotebookInstanceLifecycleConfigRequest.Builder> describeNotebookInstanceLifecycleConfigRequest)
Returns a description of a notebook instance lifecycle configuration.
|
default DescribeNotebookInstanceLifecycleConfigResponse |
describeNotebookInstanceLifecycleConfig(DescribeNotebookInstanceLifecycleConfigRequest describeNotebookInstanceLifecycleConfigRequest)
Returns a description of a notebook instance lifecycle configuration.
|
default DescribeProcessingJobResponse |
describeProcessingJob(Consumer<DescribeProcessingJobRequest.Builder> describeProcessingJobRequest)
Returns a description of a processing job.
|
default DescribeProcessingJobResponse |
describeProcessingJob(DescribeProcessingJobRequest describeProcessingJobRequest)
Returns a description of a processing job.
|
default DescribeSubscribedWorkteamResponse |
describeSubscribedWorkteam(Consumer<DescribeSubscribedWorkteamRequest.Builder> describeSubscribedWorkteamRequest)
Gets information about a work team provided by a vendor.
|
default DescribeSubscribedWorkteamResponse |
describeSubscribedWorkteam(DescribeSubscribedWorkteamRequest describeSubscribedWorkteamRequest)
Gets information about a work team provided by a vendor.
|
default DescribeTrainingJobResponse |
describeTrainingJob(Consumer<DescribeTrainingJobRequest.Builder> describeTrainingJobRequest)
Returns information about a training job.
|
default DescribeTrainingJobResponse |
describeTrainingJob(DescribeTrainingJobRequest describeTrainingJobRequest)
Returns information about a training job.
|
default DescribeTransformJobResponse |
describeTransformJob(Consumer<DescribeTransformJobRequest.Builder> describeTransformJobRequest)
Returns information about a transform job.
|
default DescribeTransformJobResponse |
describeTransformJob(DescribeTransformJobRequest describeTransformJobRequest)
Returns information about a transform job.
|
default DescribeTrialResponse |
describeTrial(Consumer<DescribeTrialRequest.Builder> describeTrialRequest)
Provides a list of a trial's properties.
|
default DescribeTrialResponse |
describeTrial(DescribeTrialRequest describeTrialRequest)
Provides a list of a trial's properties.
|
default DescribeTrialComponentResponse |
describeTrialComponent(Consumer<DescribeTrialComponentRequest.Builder> describeTrialComponentRequest)
Provides a list of a trials component's properties.
|
default DescribeTrialComponentResponse |
describeTrialComponent(DescribeTrialComponentRequest describeTrialComponentRequest)
Provides a list of a trials component's properties.
|
default DescribeUserProfileResponse |
describeUserProfile(Consumer<DescribeUserProfileRequest.Builder> describeUserProfileRequest)
Describes a user profile.
|
default DescribeUserProfileResponse |
describeUserProfile(DescribeUserProfileRequest describeUserProfileRequest)
Describes a user profile.
|
default 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).
|
default DescribeWorkforceResponse |
describeWorkforce(DescribeWorkforceRequest describeWorkforceRequest)
Lists private workforce information, including workforce name, Amazon Resource Name (ARN), and, if applicable,
allowed IP address ranges (CIDRs).
|
default DescribeWorkteamResponse |
describeWorkteam(Consumer<DescribeWorkteamRequest.Builder> describeWorkteamRequest)
Gets information about a specific work team.
|
default DescribeWorkteamResponse |
describeWorkteam(DescribeWorkteamRequest describeWorkteamRequest)
Gets information about a specific work team.
|
default DisassociateTrialComponentResponse |
disassociateTrialComponent(Consumer<DisassociateTrialComponentRequest.Builder> disassociateTrialComponentRequest)
Disassociates a trial component from a trial.
|
default DisassociateTrialComponentResponse |
disassociateTrialComponent(DisassociateTrialComponentRequest disassociateTrialComponentRequest)
Disassociates a trial component from a trial.
|
default GetSearchSuggestionsResponse |
getSearchSuggestions(Consumer<GetSearchSuggestionsRequest.Builder> getSearchSuggestionsRequest)
An auto-complete API for the search functionality in the Amazon SageMaker console.
|
default GetSearchSuggestionsResponse |
getSearchSuggestions(GetSearchSuggestionsRequest getSearchSuggestionsRequest)
An auto-complete API for the search functionality in the Amazon SageMaker console.
|
default ListAlgorithmsResponse |
listAlgorithms()
Lists the machine learning algorithms that have been created.
|
default ListAlgorithmsResponse |
listAlgorithms(Consumer<ListAlgorithmsRequest.Builder> listAlgorithmsRequest)
Lists the machine learning algorithms that have been created.
|
default ListAlgorithmsResponse |
listAlgorithms(ListAlgorithmsRequest listAlgorithmsRequest)
Lists the machine learning algorithms that have been created.
|
default ListAlgorithmsIterable |
listAlgorithmsPaginator()
Lists the machine learning algorithms that have been created.
|
default ListAlgorithmsIterable |
listAlgorithmsPaginator(Consumer<ListAlgorithmsRequest.Builder> listAlgorithmsRequest)
Lists the machine learning algorithms that have been created.
|
default ListAlgorithmsIterable |
listAlgorithmsPaginator(ListAlgorithmsRequest listAlgorithmsRequest)
Lists the machine learning algorithms that have been created.
|
default ListAppsResponse |
listApps(Consumer<ListAppsRequest.Builder> listAppsRequest)
Lists apps.
|
default ListAppsResponse |
listApps(ListAppsRequest listAppsRequest)
Lists apps.
|
default ListAppsIterable |
listAppsPaginator(Consumer<ListAppsRequest.Builder> listAppsRequest)
Lists apps.
|
default ListAppsIterable |
listAppsPaginator(ListAppsRequest listAppsRequest)
Lists apps.
|
default ListAutoMlJobsResponse |
listAutoMLJobs(Consumer<ListAutoMlJobsRequest.Builder> listAutoMlJobsRequest)
Request a list of jobs.
|
default ListAutoMlJobsResponse |
listAutoMLJobs(ListAutoMlJobsRequest listAutoMlJobsRequest)
Request a list of jobs.
|
default ListAutoMLJobsIterable |
listAutoMLJobsPaginator(Consumer<ListAutoMlJobsRequest.Builder> listAutoMlJobsRequest)
Request a list of jobs.
|
default ListAutoMLJobsIterable |
listAutoMLJobsPaginator(ListAutoMlJobsRequest listAutoMlJobsRequest)
Request a list of jobs.
|
default ListCandidatesForAutoMlJobResponse |
listCandidatesForAutoMLJob(Consumer<ListCandidatesForAutoMlJobRequest.Builder> listCandidatesForAutoMlJobRequest)
List the Candidates created for the job.
|
default ListCandidatesForAutoMlJobResponse |
listCandidatesForAutoMLJob(ListCandidatesForAutoMlJobRequest listCandidatesForAutoMlJobRequest)
List the Candidates created for the job.
|
default ListCandidatesForAutoMLJobIterable |
listCandidatesForAutoMLJobPaginator(Consumer<ListCandidatesForAutoMlJobRequest.Builder> listCandidatesForAutoMlJobRequest)
List the Candidates created for the job.
|
default ListCandidatesForAutoMLJobIterable |
listCandidatesForAutoMLJobPaginator(ListCandidatesForAutoMlJobRequest listCandidatesForAutoMlJobRequest)
List the Candidates created for the job.
|
default ListCodeRepositoriesResponse |
listCodeRepositories()
Gets a list of the Git repositories in your account.
|
default ListCodeRepositoriesResponse |
listCodeRepositories(Consumer<ListCodeRepositoriesRequest.Builder> listCodeRepositoriesRequest)
Gets a list of the Git repositories in your account.
|
default ListCodeRepositoriesResponse |
listCodeRepositories(ListCodeRepositoriesRequest listCodeRepositoriesRequest)
Gets a list of the Git repositories in your account.
|
default ListCodeRepositoriesIterable |
listCodeRepositoriesPaginator()
Gets a list of the Git repositories in your account.
|
default ListCodeRepositoriesIterable |
listCodeRepositoriesPaginator(Consumer<ListCodeRepositoriesRequest.Builder> listCodeRepositoriesRequest)
Gets a list of the Git repositories in your account.
|
default ListCodeRepositoriesIterable |
listCodeRepositoriesPaginator(ListCodeRepositoriesRequest listCodeRepositoriesRequest)
Gets a list of the Git repositories in your account.
|
default ListCompilationJobsResponse |
listCompilationJobs()
Lists model compilation jobs that satisfy various filters.
|
default ListCompilationJobsResponse |
listCompilationJobs(Consumer<ListCompilationJobsRequest.Builder> listCompilationJobsRequest)
Lists model compilation jobs that satisfy various filters.
|
default ListCompilationJobsResponse |
listCompilationJobs(ListCompilationJobsRequest listCompilationJobsRequest)
Lists model compilation jobs that satisfy various filters.
|
default ListCompilationJobsIterable |
listCompilationJobsPaginator()
Lists model compilation jobs that satisfy various filters.
|
default ListCompilationJobsIterable |
listCompilationJobsPaginator(Consumer<ListCompilationJobsRequest.Builder> listCompilationJobsRequest)
Lists model compilation jobs that satisfy various filters.
|
default ListCompilationJobsIterable |
listCompilationJobsPaginator(ListCompilationJobsRequest listCompilationJobsRequest)
Lists model compilation jobs that satisfy various filters.
|
default ListDomainsResponse |
listDomains(Consumer<ListDomainsRequest.Builder> listDomainsRequest)
Lists the domains.
|
default ListDomainsResponse |
listDomains(ListDomainsRequest listDomainsRequest)
Lists the domains.
|
default ListDomainsIterable |
listDomainsPaginator(Consumer<ListDomainsRequest.Builder> listDomainsRequest)
Lists the domains.
|
default ListDomainsIterable |
listDomainsPaginator(ListDomainsRequest listDomainsRequest)
Lists the domains.
|
default ListEndpointConfigsResponse |
listEndpointConfigs()
Lists endpoint configurations.
|
default ListEndpointConfigsResponse |
listEndpointConfigs(Consumer<ListEndpointConfigsRequest.Builder> listEndpointConfigsRequest)
Lists endpoint configurations.
|
default ListEndpointConfigsResponse |
listEndpointConfigs(ListEndpointConfigsRequest listEndpointConfigsRequest)
Lists endpoint configurations.
|
default ListEndpointConfigsIterable |
listEndpointConfigsPaginator()
Lists endpoint configurations.
|
default ListEndpointConfigsIterable |
listEndpointConfigsPaginator(Consumer<ListEndpointConfigsRequest.Builder> listEndpointConfigsRequest)
Lists endpoint configurations.
|
default ListEndpointConfigsIterable |
listEndpointConfigsPaginator(ListEndpointConfigsRequest listEndpointConfigsRequest)
Lists endpoint configurations.
|
default ListEndpointsResponse |
listEndpoints()
Lists endpoints.
|
default ListEndpointsResponse |
listEndpoints(Consumer<ListEndpointsRequest.Builder> listEndpointsRequest)
Lists endpoints.
|
default ListEndpointsResponse |
listEndpoints(ListEndpointsRequest listEndpointsRequest)
Lists endpoints.
|
default ListEndpointsIterable |
listEndpointsPaginator()
Lists endpoints.
|
default ListEndpointsIterable |
listEndpointsPaginator(Consumer<ListEndpointsRequest.Builder> listEndpointsRequest)
Lists endpoints.
|
default ListEndpointsIterable |
listEndpointsPaginator(ListEndpointsRequest listEndpointsRequest)
Lists endpoints.
|
default ListExperimentsResponse |
listExperiments(Consumer<ListExperimentsRequest.Builder> listExperimentsRequest)
Lists all the experiments in your account.
|
default ListExperimentsResponse |
listExperiments(ListExperimentsRequest listExperimentsRequest)
Lists all the experiments in your account.
|
default ListExperimentsIterable |
listExperimentsPaginator(Consumer<ListExperimentsRequest.Builder> listExperimentsRequest)
Lists all the experiments in your account.
|
default ListExperimentsIterable |
listExperimentsPaginator(ListExperimentsRequest listExperimentsRequest)
Lists all the experiments in your account.
|
default ListFlowDefinitionsResponse |
listFlowDefinitions(Consumer<ListFlowDefinitionsRequest.Builder> listFlowDefinitionsRequest)
Returns information about the flow definitions in your account.
|
default ListFlowDefinitionsResponse |
listFlowDefinitions(ListFlowDefinitionsRequest listFlowDefinitionsRequest)
Returns information about the flow definitions in your account.
|
default ListFlowDefinitionsIterable |
listFlowDefinitionsPaginator(Consumer<ListFlowDefinitionsRequest.Builder> listFlowDefinitionsRequest)
Returns information about the flow definitions in your account.
|
default ListFlowDefinitionsIterable |
listFlowDefinitionsPaginator(ListFlowDefinitionsRequest listFlowDefinitionsRequest)
Returns information about the flow definitions in your account.
|
default ListHumanTaskUisResponse |
listHumanTaskUis(Consumer<ListHumanTaskUisRequest.Builder> listHumanTaskUisRequest)
Returns information about the human task user interfaces in your account.
|
default ListHumanTaskUisResponse |
listHumanTaskUis(ListHumanTaskUisRequest listHumanTaskUisRequest)
Returns information about the human task user interfaces in your account.
|
default ListHumanTaskUisIterable |
listHumanTaskUisPaginator(Consumer<ListHumanTaskUisRequest.Builder> listHumanTaskUisRequest)
Returns information about the human task user interfaces in your account.
|
default ListHumanTaskUisIterable |
listHumanTaskUisPaginator(ListHumanTaskUisRequest listHumanTaskUisRequest)
Returns information about the human task user interfaces in your account.
|
default ListHyperParameterTuningJobsResponse |
listHyperParameterTuningJobs()
Gets a list of HyperParameterTuningJobSummary objects that describe the hyperparameter tuning jobs
launched in your account.
|
default ListHyperParameterTuningJobsResponse |
listHyperParameterTuningJobs(Consumer<ListHyperParameterTuningJobsRequest.Builder> listHyperParameterTuningJobsRequest)
Gets a list of HyperParameterTuningJobSummary objects that describe the hyperparameter tuning jobs
launched in your account.
|
default ListHyperParameterTuningJobsResponse |
listHyperParameterTuningJobs(ListHyperParameterTuningJobsRequest listHyperParameterTuningJobsRequest)
Gets a list of HyperParameterTuningJobSummary objects that describe the hyperparameter tuning jobs
launched in your account.
|
default ListHyperParameterTuningJobsIterable |
listHyperParameterTuningJobsPaginator()
Gets a list of HyperParameterTuningJobSummary objects that describe the hyperparameter tuning jobs
launched in your account.
|
default ListHyperParameterTuningJobsIterable |
listHyperParameterTuningJobsPaginator(Consumer<ListHyperParameterTuningJobsRequest.Builder> listHyperParameterTuningJobsRequest)
Gets a list of HyperParameterTuningJobSummary objects that describe the hyperparameter tuning jobs
launched in your account.
|
default ListHyperParameterTuningJobsIterable |
listHyperParameterTuningJobsPaginator(ListHyperParameterTuningJobsRequest listHyperParameterTuningJobsRequest)
Gets a list of HyperParameterTuningJobSummary objects that describe the hyperparameter tuning jobs
launched in your account.
|
default ListLabelingJobsResponse |
listLabelingJobs()
Gets a list of labeling jobs.
|
default ListLabelingJobsResponse |
listLabelingJobs(Consumer<ListLabelingJobsRequest.Builder> listLabelingJobsRequest)
Gets a list of labeling jobs.
|
default ListLabelingJobsResponse |
listLabelingJobs(ListLabelingJobsRequest listLabelingJobsRequest)
Gets a list of labeling jobs.
|
default ListLabelingJobsForWorkteamResponse |
listLabelingJobsForWorkteam(Consumer<ListLabelingJobsForWorkteamRequest.Builder> listLabelingJobsForWorkteamRequest)
Gets a list of labeling jobs assigned to a specified work team.
|
default ListLabelingJobsForWorkteamResponse |
listLabelingJobsForWorkteam(ListLabelingJobsForWorkteamRequest listLabelingJobsForWorkteamRequest)
Gets a list of labeling jobs assigned to a specified work team.
|
default ListLabelingJobsForWorkteamIterable |
listLabelingJobsForWorkteamPaginator(Consumer<ListLabelingJobsForWorkteamRequest.Builder> listLabelingJobsForWorkteamRequest)
Gets a list of labeling jobs assigned to a specified work team.
|
default ListLabelingJobsForWorkteamIterable |
listLabelingJobsForWorkteamPaginator(ListLabelingJobsForWorkteamRequest listLabelingJobsForWorkteamRequest)
Gets a list of labeling jobs assigned to a specified work team.
|
default ListLabelingJobsIterable |
listLabelingJobsPaginator()
Gets a list of labeling jobs.
|
default ListLabelingJobsIterable |
listLabelingJobsPaginator(Consumer<ListLabelingJobsRequest.Builder> listLabelingJobsRequest)
Gets a list of labeling jobs.
|
default ListLabelingJobsIterable |
listLabelingJobsPaginator(ListLabelingJobsRequest listLabelingJobsRequest)
Gets a list of labeling jobs.
|
default ListModelPackagesResponse |
listModelPackages()
Lists the model packages that have been created.
|
default ListModelPackagesResponse |
listModelPackages(Consumer<ListModelPackagesRequest.Builder> listModelPackagesRequest)
Lists the model packages that have been created.
|
default ListModelPackagesResponse |
listModelPackages(ListModelPackagesRequest listModelPackagesRequest)
Lists the model packages that have been created.
|
default ListModelPackagesIterable |
listModelPackagesPaginator()
Lists the model packages that have been created.
|
default ListModelPackagesIterable |
listModelPackagesPaginator(Consumer<ListModelPackagesRequest.Builder> listModelPackagesRequest)
Lists the model packages that have been created.
|
default ListModelPackagesIterable |
listModelPackagesPaginator(ListModelPackagesRequest listModelPackagesRequest)
Lists the model packages that have been created.
|
default ListModelsResponse |
listModels()
Lists models created with the CreateModel API.
|
default ListModelsResponse |
listModels(Consumer<ListModelsRequest.Builder> listModelsRequest)
Lists models created with the CreateModel API.
|
default ListModelsResponse |
listModels(ListModelsRequest listModelsRequest)
Lists models created with the CreateModel API.
|
default ListModelsIterable |
listModelsPaginator()
Lists models created with the CreateModel API.
|
default ListModelsIterable |
listModelsPaginator(Consumer<ListModelsRequest.Builder> listModelsRequest)
Lists models created with the CreateModel API.
|
default ListModelsIterable |
listModelsPaginator(ListModelsRequest listModelsRequest)
Lists models created with the CreateModel API.
|
default ListMonitoringExecutionsResponse |
listMonitoringExecutions(Consumer<ListMonitoringExecutionsRequest.Builder> listMonitoringExecutionsRequest)
Returns list of all monitoring job executions.
|
default ListMonitoringExecutionsResponse |
listMonitoringExecutions(ListMonitoringExecutionsRequest listMonitoringExecutionsRequest)
Returns list of all monitoring job executions.
|
default ListMonitoringExecutionsIterable |
listMonitoringExecutionsPaginator(Consumer<ListMonitoringExecutionsRequest.Builder> listMonitoringExecutionsRequest)
Returns list of all monitoring job executions.
|
default ListMonitoringExecutionsIterable |
listMonitoringExecutionsPaginator(ListMonitoringExecutionsRequest listMonitoringExecutionsRequest)
Returns list of all monitoring job executions.
|
default ListMonitoringSchedulesResponse |
listMonitoringSchedules(Consumer<ListMonitoringSchedulesRequest.Builder> listMonitoringSchedulesRequest)
Returns list of all monitoring schedules.
|
default ListMonitoringSchedulesResponse |
listMonitoringSchedules(ListMonitoringSchedulesRequest listMonitoringSchedulesRequest)
Returns list of all monitoring schedules.
|
default ListMonitoringSchedulesIterable |
listMonitoringSchedulesPaginator(Consumer<ListMonitoringSchedulesRequest.Builder> listMonitoringSchedulesRequest)
Returns list of all monitoring schedules.
|
default ListMonitoringSchedulesIterable |
listMonitoringSchedulesPaginator(ListMonitoringSchedulesRequest listMonitoringSchedulesRequest)
Returns list of all monitoring schedules.
|
default ListNotebookInstanceLifecycleConfigsResponse |
listNotebookInstanceLifecycleConfigs()
Lists notebook instance lifestyle configurations created with the CreateNotebookInstanceLifecycleConfig
API.
|
default ListNotebookInstanceLifecycleConfigsResponse |
listNotebookInstanceLifecycleConfigs(Consumer<ListNotebookInstanceLifecycleConfigsRequest.Builder> listNotebookInstanceLifecycleConfigsRequest)
Lists notebook instance lifestyle configurations created with the CreateNotebookInstanceLifecycleConfig
API.
|
default ListNotebookInstanceLifecycleConfigsResponse |
listNotebookInstanceLifecycleConfigs(ListNotebookInstanceLifecycleConfigsRequest listNotebookInstanceLifecycleConfigsRequest)
Lists notebook instance lifestyle configurations created with the CreateNotebookInstanceLifecycleConfig
API.
|
default ListNotebookInstanceLifecycleConfigsIterable |
listNotebookInstanceLifecycleConfigsPaginator()
Lists notebook instance lifestyle configurations created with the CreateNotebookInstanceLifecycleConfig
API.
|
default ListNotebookInstanceLifecycleConfigsIterable |
listNotebookInstanceLifecycleConfigsPaginator(Consumer<ListNotebookInstanceLifecycleConfigsRequest.Builder> listNotebookInstanceLifecycleConfigsRequest)
Lists notebook instance lifestyle configurations created with the CreateNotebookInstanceLifecycleConfig
API.
|
default ListNotebookInstanceLifecycleConfigsIterable |
listNotebookInstanceLifecycleConfigsPaginator(ListNotebookInstanceLifecycleConfigsRequest listNotebookInstanceLifecycleConfigsRequest)
Lists notebook instance lifestyle configurations created with the CreateNotebookInstanceLifecycleConfig
API.
|
default ListNotebookInstancesResponse |
listNotebookInstances()
Returns a list of the Amazon SageMaker notebook instances in the requester's account in an AWS Region.
|
default ListNotebookInstancesResponse |
listNotebookInstances(Consumer<ListNotebookInstancesRequest.Builder> listNotebookInstancesRequest)
Returns a list of the Amazon SageMaker notebook instances in the requester's account in an AWS Region.
|
default ListNotebookInstancesResponse |
listNotebookInstances(ListNotebookInstancesRequest listNotebookInstancesRequest)
Returns a list of the Amazon SageMaker notebook instances in the requester's account in an AWS Region.
|
default ListNotebookInstancesIterable |
listNotebookInstancesPaginator()
Returns a list of the Amazon SageMaker notebook instances in the requester's account in an AWS Region.
|
default ListNotebookInstancesIterable |
listNotebookInstancesPaginator(Consumer<ListNotebookInstancesRequest.Builder> listNotebookInstancesRequest)
Returns a list of the Amazon SageMaker notebook instances in the requester's account in an AWS Region.
|
default ListNotebookInstancesIterable |
listNotebookInstancesPaginator(ListNotebookInstancesRequest listNotebookInstancesRequest)
Returns a list of the Amazon SageMaker notebook instances in the requester's account in an AWS Region.
|
default ListProcessingJobsResponse |
listProcessingJobs(Consumer<ListProcessingJobsRequest.Builder> listProcessingJobsRequest)
Lists processing jobs that satisfy various filters.
|
default ListProcessingJobsResponse |
listProcessingJobs(ListProcessingJobsRequest listProcessingJobsRequest)
Lists processing jobs that satisfy various filters.
|
default ListProcessingJobsIterable |
listProcessingJobsPaginator(Consumer<ListProcessingJobsRequest.Builder> listProcessingJobsRequest)
Lists processing jobs that satisfy various filters.
|
default ListProcessingJobsIterable |
listProcessingJobsPaginator(ListProcessingJobsRequest listProcessingJobsRequest)
Lists processing jobs that satisfy various filters.
|
default ListSubscribedWorkteamsResponse |
listSubscribedWorkteams()
Gets a list of the work teams that you are subscribed to in the AWS Marketplace.
|
default ListSubscribedWorkteamsResponse |
listSubscribedWorkteams(Consumer<ListSubscribedWorkteamsRequest.Builder> listSubscribedWorkteamsRequest)
Gets a list of the work teams that you are subscribed to in the AWS Marketplace.
|
default ListSubscribedWorkteamsResponse |
listSubscribedWorkteams(ListSubscribedWorkteamsRequest listSubscribedWorkteamsRequest)
Gets a list of the work teams that you are subscribed to in the AWS Marketplace.
|
default ListSubscribedWorkteamsIterable |
listSubscribedWorkteamsPaginator()
Gets a list of the work teams that you are subscribed to in the AWS Marketplace.
|
default ListSubscribedWorkteamsIterable |
listSubscribedWorkteamsPaginator(Consumer<ListSubscribedWorkteamsRequest.Builder> listSubscribedWorkteamsRequest)
Gets a list of the work teams that you are subscribed to in the AWS Marketplace.
|
default ListSubscribedWorkteamsIterable |
listSubscribedWorkteamsPaginator(ListSubscribedWorkteamsRequest listSubscribedWorkteamsRequest)
Gets a list of the work teams that you are subscribed to in the AWS Marketplace.
|
default ListTagsResponse |
listTags(Consumer<ListTagsRequest.Builder> listTagsRequest)
Returns the tags for the specified Amazon SageMaker resource.
|
default ListTagsResponse |
listTags(ListTagsRequest listTagsRequest)
Returns the tags for the specified Amazon SageMaker resource.
|
default ListTagsIterable |
listTagsPaginator(Consumer<ListTagsRequest.Builder> listTagsRequest)
Returns the tags for the specified Amazon SageMaker resource.
|
default ListTagsIterable |
listTagsPaginator(ListTagsRequest listTagsRequest)
Returns the tags for the specified Amazon SageMaker resource.
|
default ListTrainingJobsResponse |
listTrainingJobs()
Lists training jobs.
|
default ListTrainingJobsResponse |
listTrainingJobs(Consumer<ListTrainingJobsRequest.Builder> listTrainingJobsRequest)
Lists training jobs.
|
default ListTrainingJobsResponse |
listTrainingJobs(ListTrainingJobsRequest listTrainingJobsRequest)
Lists training jobs.
|
default ListTrainingJobsForHyperParameterTuningJobResponse |
listTrainingJobsForHyperParameterTuningJob(Consumer<ListTrainingJobsForHyperParameterTuningJobRequest.Builder> listTrainingJobsForHyperParameterTuningJobRequest)
Gets a list of TrainingJobSummary objects that describe the training jobs that a hyperparameter tuning job
launched.
|
default ListTrainingJobsForHyperParameterTuningJobResponse |
listTrainingJobsForHyperParameterTuningJob(ListTrainingJobsForHyperParameterTuningJobRequest listTrainingJobsForHyperParameterTuningJobRequest)
Gets a list of TrainingJobSummary objects that describe the training jobs that a hyperparameter tuning job
launched.
|
default ListTrainingJobsForHyperParameterTuningJobIterable |
listTrainingJobsForHyperParameterTuningJobPaginator(Consumer<ListTrainingJobsForHyperParameterTuningJobRequest.Builder> listTrainingJobsForHyperParameterTuningJobRequest)
Gets a list of TrainingJobSummary objects that describe the training jobs that a hyperparameter tuning job
launched.
|
default ListTrainingJobsForHyperParameterTuningJobIterable |
listTrainingJobsForHyperParameterTuningJobPaginator(ListTrainingJobsForHyperParameterTuningJobRequest listTrainingJobsForHyperParameterTuningJobRequest)
Gets a list of TrainingJobSummary objects that describe the training jobs that a hyperparameter tuning job
launched.
|
default ListTrainingJobsIterable |
listTrainingJobsPaginator()
Lists training jobs.
|
default ListTrainingJobsIterable |
listTrainingJobsPaginator(Consumer<ListTrainingJobsRequest.Builder> listTrainingJobsRequest)
Lists training jobs.
|
default ListTrainingJobsIterable |
listTrainingJobsPaginator(ListTrainingJobsRequest listTrainingJobsRequest)
Lists training jobs.
|
default ListTransformJobsResponse |
listTransformJobs()
Lists transform jobs.
|
default ListTransformJobsResponse |
listTransformJobs(Consumer<ListTransformJobsRequest.Builder> listTransformJobsRequest)
Lists transform jobs.
|
default ListTransformJobsResponse |
listTransformJobs(ListTransformJobsRequest listTransformJobsRequest)
Lists transform jobs.
|
default ListTransformJobsIterable |
listTransformJobsPaginator()
Lists transform jobs.
|
default ListTransformJobsIterable |
listTransformJobsPaginator(Consumer<ListTransformJobsRequest.Builder> listTransformJobsRequest)
Lists transform jobs.
|
default ListTransformJobsIterable |
listTransformJobsPaginator(ListTransformJobsRequest listTransformJobsRequest)
Lists transform jobs.
|
default ListTrialComponentsResponse |
listTrialComponents(Consumer<ListTrialComponentsRequest.Builder> listTrialComponentsRequest)
Lists the trial components in your account.
|
default ListTrialComponentsResponse |
listTrialComponents(ListTrialComponentsRequest listTrialComponentsRequest)
Lists the trial components in your account.
|
default ListTrialComponentsIterable |
listTrialComponentsPaginator(Consumer<ListTrialComponentsRequest.Builder> listTrialComponentsRequest)
Lists the trial components in your account.
|
default ListTrialComponentsIterable |
listTrialComponentsPaginator(ListTrialComponentsRequest listTrialComponentsRequest)
Lists the trial components in your account.
|
default ListTrialsResponse |
listTrials(Consumer<ListTrialsRequest.Builder> listTrialsRequest)
Lists the trials in your account.
|
default ListTrialsResponse |
listTrials(ListTrialsRequest listTrialsRequest)
Lists the trials in your account.
|
default ListTrialsIterable |
listTrialsPaginator(Consumer<ListTrialsRequest.Builder> listTrialsRequest)
Lists the trials in your account.
|
default ListTrialsIterable |
listTrialsPaginator(ListTrialsRequest listTrialsRequest)
Lists the trials in your account.
|
default ListUserProfilesResponse |
listUserProfiles(Consumer<ListUserProfilesRequest.Builder> listUserProfilesRequest)
Lists user profiles.
|
default ListUserProfilesResponse |
listUserProfiles(ListUserProfilesRequest listUserProfilesRequest)
Lists user profiles.
|
default ListUserProfilesIterable |
listUserProfilesPaginator(Consumer<ListUserProfilesRequest.Builder> listUserProfilesRequest)
Lists user profiles.
|
default ListUserProfilesIterable |
listUserProfilesPaginator(ListUserProfilesRequest listUserProfilesRequest)
Lists user profiles.
|
default ListWorkteamsResponse |
listWorkteams()
Gets a list of work teams that you have defined in a region.
|
default ListWorkteamsResponse |
listWorkteams(Consumer<ListWorkteamsRequest.Builder> listWorkteamsRequest)
Gets a list of work teams that you have defined in a region.
|
default ListWorkteamsResponse |
listWorkteams(ListWorkteamsRequest listWorkteamsRequest)
Gets a list of work teams that you have defined in a region.
|
default ListWorkteamsIterable |
listWorkteamsPaginator()
Gets a list of work teams that you have defined in a region.
|
default ListWorkteamsIterable |
listWorkteamsPaginator(Consumer<ListWorkteamsRequest.Builder> listWorkteamsRequest)
Gets a list of work teams that you have defined in a region.
|
default ListWorkteamsIterable |
listWorkteamsPaginator(ListWorkteamsRequest listWorkteamsRequest)
Gets a list of work teams that you have defined in a region.
|
default RenderUiTemplateResponse |
renderUiTemplate(Consumer<RenderUiTemplateRequest.Builder> renderUiTemplateRequest)
Renders the UI template so that you can preview the worker's experience.
|
default RenderUiTemplateResponse |
renderUiTemplate(RenderUiTemplateRequest renderUiTemplateRequest)
Renders the UI template so that you can preview the worker's experience.
|
default SearchResponse |
search(Consumer<SearchRequest.Builder> searchRequest)
Finds Amazon SageMaker resources that match a search query.
|
default SearchResponse |
search(SearchRequest searchRequest)
Finds Amazon SageMaker resources that match a search query.
|
default SearchIterable |
searchPaginator(Consumer<SearchRequest.Builder> searchRequest)
Finds Amazon SageMaker resources that match a search query.
|
default SearchIterable |
searchPaginator(SearchRequest searchRequest)
Finds Amazon SageMaker resources that match a search query.
|
static ServiceMetadata |
serviceMetadata() |
default StartMonitoringScheduleResponse |
startMonitoringSchedule(Consumer<StartMonitoringScheduleRequest.Builder> startMonitoringScheduleRequest)
Starts a previously stopped monitoring schedule.
|
default StartMonitoringScheduleResponse |
startMonitoringSchedule(StartMonitoringScheduleRequest startMonitoringScheduleRequest)
Starts a previously stopped monitoring schedule.
|
default StartNotebookInstanceResponse |
startNotebookInstance(Consumer<StartNotebookInstanceRequest.Builder> startNotebookInstanceRequest)
Launches an ML compute instance with the latest version of the libraries and attaches your ML storage volume.
|
default StartNotebookInstanceResponse |
startNotebookInstance(StartNotebookInstanceRequest startNotebookInstanceRequest)
Launches an ML compute instance with the latest version of the libraries and attaches your ML storage volume.
|
default StopAutoMlJobResponse |
stopAutoMLJob(Consumer<StopAutoMlJobRequest.Builder> stopAutoMlJobRequest)
A method for forcing the termination of a running job.
|
default StopAutoMlJobResponse |
stopAutoMLJob(StopAutoMlJobRequest stopAutoMlJobRequest)
A method for forcing the termination of a running job.
|
default StopCompilationJobResponse |
stopCompilationJob(Consumer<StopCompilationJobRequest.Builder> stopCompilationJobRequest)
Stops a model compilation job.
|
default StopCompilationJobResponse |
stopCompilationJob(StopCompilationJobRequest stopCompilationJobRequest)
Stops a model compilation job.
|
default StopHyperParameterTuningJobResponse |
stopHyperParameterTuningJob(Consumer<StopHyperParameterTuningJobRequest.Builder> stopHyperParameterTuningJobRequest)
Stops a running hyperparameter tuning job and all running training jobs that the tuning job launched.
|
default StopHyperParameterTuningJobResponse |
stopHyperParameterTuningJob(StopHyperParameterTuningJobRequest stopHyperParameterTuningJobRequest)
Stops a running hyperparameter tuning job and all running training jobs that the tuning job launched.
|
default StopLabelingJobResponse |
stopLabelingJob(Consumer<StopLabelingJobRequest.Builder> stopLabelingJobRequest)
Stops a running labeling job.
|
default StopLabelingJobResponse |
stopLabelingJob(StopLabelingJobRequest stopLabelingJobRequest)
Stops a running labeling job.
|
default StopMonitoringScheduleResponse |
stopMonitoringSchedule(Consumer<StopMonitoringScheduleRequest.Builder> stopMonitoringScheduleRequest)
Stops a previously started monitoring schedule.
|
default StopMonitoringScheduleResponse |
stopMonitoringSchedule(StopMonitoringScheduleRequest stopMonitoringScheduleRequest)
Stops a previously started monitoring schedule.
|
default StopNotebookInstanceResponse |
stopNotebookInstance(Consumer<StopNotebookInstanceRequest.Builder> stopNotebookInstanceRequest)
Terminates the ML compute instance.
|
default StopNotebookInstanceResponse |
stopNotebookInstance(StopNotebookInstanceRequest stopNotebookInstanceRequest)
Terminates the ML compute instance.
|
default StopProcessingJobResponse |
stopProcessingJob(Consumer<StopProcessingJobRequest.Builder> stopProcessingJobRequest)
Stops a processing job.
|
default StopProcessingJobResponse |
stopProcessingJob(StopProcessingJobRequest stopProcessingJobRequest)
Stops a processing job.
|
default StopTrainingJobResponse |
stopTrainingJob(Consumer<StopTrainingJobRequest.Builder> stopTrainingJobRequest)
Stops a training job.
|
default StopTrainingJobResponse |
stopTrainingJob(StopTrainingJobRequest stopTrainingJobRequest)
Stops a training job.
|
default StopTransformJobResponse |
stopTransformJob(Consumer<StopTransformJobRequest.Builder> stopTransformJobRequest)
Stops a transform job.
|
default StopTransformJobResponse |
stopTransformJob(StopTransformJobRequest stopTransformJobRequest)
Stops a transform job.
|
default UpdateCodeRepositoryResponse |
updateCodeRepository(Consumer<UpdateCodeRepositoryRequest.Builder> updateCodeRepositoryRequest)
Updates the specified Git repository with the specified values.
|
default UpdateCodeRepositoryResponse |
updateCodeRepository(UpdateCodeRepositoryRequest updateCodeRepositoryRequest)
Updates the specified Git repository with the specified values.
|
default UpdateDomainResponse |
updateDomain(Consumer<UpdateDomainRequest.Builder> updateDomainRequest)
Updates the default settings for new user profiles in the domain.
|
default UpdateDomainResponse |
updateDomain(UpdateDomainRequest updateDomainRequest)
Updates the default settings for new user profiles in the domain.
|
default UpdateEndpointResponse |
updateEndpoint(Consumer<UpdateEndpointRequest.Builder> updateEndpointRequest)
Deploys the new
EndpointConfig specified in the request, switches to using newly created endpoint,
and then deletes resources provisioned for the endpoint using the previous EndpointConfig (there is
no availability loss). |
default UpdateEndpointResponse |
updateEndpoint(UpdateEndpointRequest updateEndpointRequest)
Deploys the new
EndpointConfig specified in the request, switches to using newly created endpoint,
and then deletes resources provisioned for the endpoint using the previous EndpointConfig (there is
no availability loss). |
default 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.
|
default 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.
|
default UpdateExperimentResponse |
updateExperiment(Consumer<UpdateExperimentRequest.Builder> updateExperimentRequest)
Adds, updates, or removes the description of an experiment.
|
default UpdateExperimentResponse |
updateExperiment(UpdateExperimentRequest updateExperimentRequest)
Adds, updates, or removes the description of an experiment.
|
default UpdateMonitoringScheduleResponse |
updateMonitoringSchedule(Consumer<UpdateMonitoringScheduleRequest.Builder> updateMonitoringScheduleRequest)
Updates a previously created schedule.
|
default UpdateMonitoringScheduleResponse |
updateMonitoringSchedule(UpdateMonitoringScheduleRequest updateMonitoringScheduleRequest)
Updates a previously created schedule.
|
default UpdateNotebookInstanceResponse |
updateNotebookInstance(Consumer<UpdateNotebookInstanceRequest.Builder> updateNotebookInstanceRequest)
Updates a notebook instance.
|
default UpdateNotebookInstanceResponse |
updateNotebookInstance(UpdateNotebookInstanceRequest updateNotebookInstanceRequest)
Updates a notebook instance.
|
default UpdateNotebookInstanceLifecycleConfigResponse |
updateNotebookInstanceLifecycleConfig(Consumer<UpdateNotebookInstanceLifecycleConfigRequest.Builder> updateNotebookInstanceLifecycleConfigRequest)
Updates a notebook instance lifecycle configuration created with the CreateNotebookInstanceLifecycleConfig
API.
|
default UpdateNotebookInstanceLifecycleConfigResponse |
updateNotebookInstanceLifecycleConfig(UpdateNotebookInstanceLifecycleConfigRequest updateNotebookInstanceLifecycleConfigRequest)
Updates a notebook instance lifecycle configuration created with the CreateNotebookInstanceLifecycleConfig
API.
|
default UpdateTrialResponse |
updateTrial(Consumer<UpdateTrialRequest.Builder> updateTrialRequest)
Updates the display name of a trial.
|
default UpdateTrialResponse |
updateTrial(UpdateTrialRequest updateTrialRequest)
Updates the display name of a trial.
|
default UpdateTrialComponentResponse |
updateTrialComponent(Consumer<UpdateTrialComponentRequest.Builder> updateTrialComponentRequest)
Updates one or more properties of a trial component.
|
default UpdateTrialComponentResponse |
updateTrialComponent(UpdateTrialComponentRequest updateTrialComponentRequest)
Updates one or more properties of a trial component.
|
default UpdateUserProfileResponse |
updateUserProfile(Consumer<UpdateUserProfileRequest.Builder> updateUserProfileRequest)
Updates a user profile.
|
default UpdateUserProfileResponse |
updateUserProfile(UpdateUserProfileRequest updateUserProfileRequest)
Updates a user profile.
|
default UpdateWorkforceResponse |
updateWorkforce(Consumer<UpdateWorkforceRequest.Builder> updateWorkforceRequest)
Restricts access to tasks assigned to workers in the specified workforce to those within specific ranges of IP
addresses.
|
default UpdateWorkforceResponse |
updateWorkforce(UpdateWorkforceRequest updateWorkforceRequest)
Restricts access to tasks assigned to workers in the specified workforce to those within specific ranges of IP
addresses.
|
default UpdateWorkteamResponse |
updateWorkteam(Consumer<UpdateWorkteamRequest.Builder> updateWorkteamRequest)
Updates an existing work team with new member definitions or description.
|
default UpdateWorkteamResponse |
updateWorkteam(UpdateWorkteamRequest updateWorkteamRequest)
Updates an existing work team with new member definitions or description.
|
serviceNameclosestatic final String SERVICE_NAME
static SageMakerClient create()
SageMakerClient with the region loaded from the
DefaultAwsRegionProviderChain and credentials loaded from the
DefaultCredentialsProvider.static SageMakerClientBuilder builder()
SageMakerClient.default AddTagsResponse addTags(AddTagsRequest addTagsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Adds or overwrites one or more tags for the specified Amazon 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 AWS Tagging Strategies.
Tags that you add to a hyperparameter tuning job by calling this API are also added to any training jobs that the
hyperparameter tuning job launches after you call this API, but not to training jobs that the hyperparameter
tuning job launched before you called this API. To make sure that the tags associated with a hyperparameter
tuning job are also added to all training jobs that the hyperparameter tuning job launches, add the tags when you
first create the tuning job by specifying them in the Tags parameter of
CreateHyperParameterTuningJob
addTagsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault AddTagsResponse addTags(Consumer<AddTagsRequest.Builder> addTagsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Adds or overwrites one or more tags for the specified Amazon 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 AWS Tagging Strategies.
Tags that you add to a hyperparameter tuning job by calling this API are also added to any training jobs that the
hyperparameter tuning job launches after you call this API, but not to training jobs that the hyperparameter
tuning job launched before you called this API. To make sure that the tags associated with a hyperparameter
tuning job are also added to all training jobs that the hyperparameter tuning job launches, add the tags when you
first create the tuning job by specifying them in the Tags parameter of
CreateHyperParameterTuningJob
This is a convenience which creates an instance of the AddTagsRequest.Builder avoiding the need to create
one manually via AddTagsRequest.builder()
addTagsRequest - A Consumer that will call methods on AddTagsInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault AssociateTrialComponentResponse associateTrialComponent(AssociateTrialComponentRequest associateTrialComponentRequest) throws ResourceNotFoundException, ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
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.
associateTrialComponentRequest - ResourceNotFoundException - Resource being access is not found.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault AssociateTrialComponentResponse associateTrialComponent(Consumer<AssociateTrialComponentRequest.Builder> associateTrialComponentRequest) throws ResourceNotFoundException, ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
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.Builder avoiding
the need to create one manually via AssociateTrialComponentRequest.builder()
associateTrialComponentRequest - A Consumer that will call methods on AssociateTrialComponentRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateAlgorithmResponse createAlgorithm(CreateAlgorithmRequest createAlgorithmRequest) throws AwsServiceException, SdkClientException, SageMakerException
Create a machine learning algorithm that you can use in Amazon SageMaker and list in the AWS Marketplace.
createAlgorithmRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault CreateAlgorithmResponse createAlgorithm(Consumer<CreateAlgorithmRequest.Builder> createAlgorithmRequest) throws AwsServiceException, SdkClientException, SageMakerException
Create a machine learning algorithm that you can use in Amazon SageMaker and list in the AWS Marketplace.
This is a convenience which creates an instance of the CreateAlgorithmRequest.Builder avoiding the need
to create one manually via CreateAlgorithmRequest.builder()
createAlgorithmRequest - A Consumer that will call methods on CreateAlgorithmInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault CreateAppResponse createApp(CreateAppRequest createAppRequest) throws ResourceLimitExceededException, ResourceInUseException, AwsServiceException, SdkClientException, SageMakerException
Creates a running App for the specified UserProfile. Supported Apps are JupyterServer and KernelGateway. This operation is automatically invoked by Amazon SageMaker Studio upon access to the associated Domain, and when new kernel configurations are selected by the user. A user may have multiple Apps active simultaneously.
createAppRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateAppResponse createApp(Consumer<CreateAppRequest.Builder> createAppRequest) throws ResourceLimitExceededException, ResourceInUseException, AwsServiceException, SdkClientException, SageMakerException
Creates a running App for the specified UserProfile. Supported Apps are JupyterServer and KernelGateway. This operation is automatically invoked by Amazon SageMaker Studio upon access to the associated Domain, and when new kernel configurations are selected by the user. A user may have multiple Apps active simultaneously.
This is a convenience which creates an instance of the CreateAppRequest.Builder avoiding the need to
create one manually via CreateAppRequest.builder()
createAppRequest - A Consumer that will call methods on CreateAppRequest.Builder to create a request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateAutoMlJobResponse createAutoMLJob(CreateAutoMlJobRequest createAutoMlJobRequest) throws ResourceInUseException, ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Creates an AutoPilot job.
After you run an AutoPilot job, you can find the best performing model by calling , and then deploy that model by following the steps described in Step 6.1: Deploy the Model to Amazon SageMaker Hosting Services.
For information about how to use AutoPilot, see Use AutoPilot to Automate Model Development.
createAutoMlJobRequest - ResourceInUseException - Resource being accessed is in use.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateAutoMlJobResponse createAutoMLJob(Consumer<CreateAutoMlJobRequest.Builder> createAutoMlJobRequest) throws ResourceInUseException, ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Creates an AutoPilot job.
After you run an AutoPilot job, you can find the best performing model by calling , and then deploy that model by following the steps described in Step 6.1: Deploy the Model to Amazon SageMaker Hosting Services.
For information about how to use AutoPilot, see Use AutoPilot to Automate Model Development.
This is a convenience which creates an instance of the CreateAutoMlJobRequest.Builder avoiding the need
to create one manually via CreateAutoMlJobRequest.builder()
createAutoMlJobRequest - A Consumer that will call methods on CreateAutoMLJobRequest.Builder to create a request.ResourceInUseException - Resource being accessed is in use.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateCodeRepositoryResponse createCodeRepository(CreateCodeRepositoryRequest createCodeRepositoryRequest) throws AwsServiceException, SdkClientException, SageMakerException
Creates a Git repository as a resource in your Amazon 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 Amazon 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 AWS CodeCommit or in any other Git repository.
createCodeRepositoryRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault CreateCodeRepositoryResponse createCodeRepository(Consumer<CreateCodeRepositoryRequest.Builder> createCodeRepositoryRequest) throws AwsServiceException, SdkClientException, SageMakerException
Creates a Git repository as a resource in your Amazon 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 Amazon 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 AWS CodeCommit or in any other Git repository.
This is a convenience which creates an instance of the CreateCodeRepositoryRequest.Builder avoiding the
need to create one manually via CreateCodeRepositoryRequest.builder()
createCodeRepositoryRequest - A Consumer that will call methods on CreateCodeRepositoryInput.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault CreateCompilationJobResponse createCompilationJob(CreateCompilationJobRequest createCompilationJobRequest) throws ResourceInUseException, ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
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 AWS IoT Greengrass. In that case, deploy them as an ML resource.
In the request body, you provide the following:
A name for the compilation job
Information about the input model artifacts
The output location for the compiled model and the device (target) that the model runs on
The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker assumes to perform the model compilation job
You can also provide a Tag to track the model compilation job's resource use and costs. The response
body contains the CompilationJobArn for the compiled job.
To stop a model compilation job, use StopCompilationJob. To get information about a particular model compilation job, use DescribeCompilationJob. To get information about multiple model compilation jobs, use ListCompilationJobs.
createCompilationJobRequest - ResourceInUseException - Resource being accessed is in use.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateCompilationJobResponse createCompilationJob(Consumer<CreateCompilationJobRequest.Builder> createCompilationJobRequest) throws ResourceInUseException, ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
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 AWS IoT Greengrass. In that case, deploy them as an ML resource.
In the request body, you provide the following:
A name for the compilation job
Information about the input model artifacts
The output location for the compiled model and the device (target) that the model runs on
The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker assumes to perform the model compilation job
You can also provide a Tag to track the model compilation job's resource use and costs. The response
body contains the CompilationJobArn for the compiled job.
To stop a model compilation job, use StopCompilationJob. To get information about a particular model compilation job, use DescribeCompilationJob. To get information about multiple model compilation jobs, use ListCompilationJobs.
This is a convenience which creates an instance of the CreateCompilationJobRequest.Builder avoiding the
need to create one manually via CreateCompilationJobRequest.builder()
createCompilationJobRequest - A Consumer that will call methods on CreateCompilationJobRequest.Builder to create a
request.ResourceInUseException - Resource being accessed is in use.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateDomainResponse createDomain(CreateDomainRequest createDomainRequest) throws ResourceLimitExceededException, ResourceInUseException, AwsServiceException, SdkClientException, SageMakerException
Creates a Domain used by SageMaker Studio. A domain consists of an associated directory, a list of
authorized users, and a variety of security, application, policy, and Amazon Virtual Private Cloud (VPC)
configurations. An AWS account is limited to one domain per region. Users within a domain can share notebook
files and other artifacts with each other.
When a domain is created, an Amazon Elastic File System (EFS) volume is also created for use by all of the users within the domain. Each user receives a private home directory within the EFS for notebooks, Git repositories, and data files.
All traffic between the domain and the EFS volume is communicated through the specified subnet IDs. All other traffic goes over the Internet through an Amazon SageMaker system VPC. The EFS traffic uses the NFS/TCP protocol over port 2049.
NFS traffic over TCP on port 2049 needs to be allowed in both inbound and outbound rules in order to launch a SageMaker Studio app successfully.
createDomainRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateDomainResponse createDomain(Consumer<CreateDomainRequest.Builder> createDomainRequest) throws ResourceLimitExceededException, ResourceInUseException, AwsServiceException, SdkClientException, SageMakerException
Creates a Domain used by SageMaker Studio. A domain consists of an associated directory, a list of
authorized users, and a variety of security, application, policy, and Amazon Virtual Private Cloud (VPC)
configurations. An AWS account is limited to one domain per region. Users within a domain can share notebook
files and other artifacts with each other.
When a domain is created, an Amazon Elastic File System (EFS) volume is also created for use by all of the users within the domain. Each user receives a private home directory within the EFS for notebooks, Git repositories, and data files.
All traffic between the domain and the EFS volume is communicated through the specified subnet IDs. All other traffic goes over the Internet through an Amazon SageMaker system VPC. The EFS traffic uses the NFS/TCP protocol over port 2049.
NFS traffic over TCP on port 2049 needs to be allowed in both inbound and outbound rules in order to launch a SageMaker Studio app successfully.
This is a convenience which creates an instance of the CreateDomainRequest.Builder avoiding the need to
create one manually via CreateDomainRequest.builder()
createDomainRequest - A Consumer that will call methods on CreateDomainRequest.Builder to create a request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateEndpointResponse createEndpoint(CreateEndpointRequest createEndpointRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Creates an endpoint using the endpoint configuration specified in the request. Amazon 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 Amazon SageMaker hosting services.
For an example that calls this method when deploying a model to Amazon SageMaker hosting services, see Deploy the Model to Amazon SageMaker Hosting Services (AWS SDK for Python (Boto 3)).
You must not delete an EndpointConfig that is in use by an endpoint that is live or while the
UpdateEndpoint or CreateEndpoint operations are being performed on the endpoint. To
update an endpoint, you must create a new EndpointConfig.
The endpoint name must be unique within an AWS Region in your AWS account.
When it receives the request, Amazon 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 Amazon SageMaker receives the request, it sets the endpoint status to Creating. After it
creates the endpoint, it sets the status to InService. Amazon 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, Amazon SageMaker uses AWS Security Token Service to download model artifacts from the S3 path you provided. AWS STS is activated in your IAM user account by default. If you previously deactivated AWS STS for a region, you need to reactivate AWS STS for that region. For more information, see Activating and Deactivating AWS STS in an AWS Region in the AWS Identity and Access Management User Guide.
createEndpointRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateEndpointResponse createEndpoint(Consumer<CreateEndpointRequest.Builder> createEndpointRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Creates an endpoint using the endpoint configuration specified in the request. Amazon 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 Amazon SageMaker hosting services.
For an example that calls this method when deploying a model to Amazon SageMaker hosting services, see Deploy the Model to Amazon SageMaker Hosting Services (AWS SDK for Python (Boto 3)).
You must not delete an EndpointConfig that is in use by an endpoint that is live or while the
UpdateEndpoint or CreateEndpoint operations are being performed on the endpoint. To
update an endpoint, you must create a new EndpointConfig.
The endpoint name must be unique within an AWS Region in your AWS account.
When it receives the request, Amazon 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 Amazon SageMaker receives the request, it sets the endpoint status to Creating. After it
creates the endpoint, it sets the status to InService. Amazon 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, Amazon SageMaker uses AWS Security Token Service to download model artifacts from the S3 path you provided. AWS STS is activated in your IAM user account by default. If you previously deactivated AWS STS for a region, you need to reactivate AWS STS for that region. For more information, see Activating and Deactivating AWS STS in an AWS Region in the AWS Identity and Access Management User Guide.
This is a convenience which creates an instance of the CreateEndpointRequest.Builder avoiding the need to
create one manually via CreateEndpointRequest.builder()
createEndpointRequest - A Consumer that will call methods on CreateEndpointInput.Builder to create a request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateEndpointConfigResponse createEndpointConfig(CreateEndpointConfigRequest createEndpointConfigRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Creates an endpoint configuration that Amazon SageMaker hosting services uses to deploy models. In the
configuration, you identify one or more models, created using the CreateModel API, to deploy and the
resources that you want Amazon SageMaker to provision. Then you call the CreateEndpoint API.
Use this API if you want to use Amazon SageMaker hosting services to deploy models into production.
In the request, you define a ProductionVariant, for each model that you want to deploy. Each
ProductionVariant parameter also describes the resources that you want Amazon SageMaker to
provision. This includes the number and type of ML compute instances to deploy.
If you are hosting multiple models, you also assign a VariantWeight to specify how much traffic you
want to allocate to each model. For example, suppose that you want to host two models, A and B, and you assign
traffic weight 2 for model A and 1 for model B. Amazon SageMaker distributes two-thirds of the traffic to Model
A, and one-third to model B.
For an example that calls this method when deploying a model to Amazon SageMaker hosting services, see Deploy the Model to Amazon SageMaker Hosting Services (AWS SDK for Python (Boto 3)).
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.
createEndpointConfigRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateEndpointConfigResponse createEndpointConfig(Consumer<CreateEndpointConfigRequest.Builder> createEndpointConfigRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Creates an endpoint configuration that Amazon SageMaker hosting services uses to deploy models. In the
configuration, you identify one or more models, created using the CreateModel API, to deploy and the
resources that you want Amazon SageMaker to provision. Then you call the CreateEndpoint API.
Use this API if you want to use Amazon SageMaker hosting services to deploy models into production.
In the request, you define a ProductionVariant, for each model that you want to deploy. Each
ProductionVariant parameter also describes the resources that you want Amazon SageMaker to
provision. This includes the number and type of ML compute instances to deploy.
If you are hosting multiple models, you also assign a VariantWeight to specify how much traffic you
want to allocate to each model. For example, suppose that you want to host two models, A and B, and you assign
traffic weight 2 for model A and 1 for model B. Amazon SageMaker distributes two-thirds of the traffic to Model
A, and one-third to model B.
For an example that calls this method when deploying a model to Amazon SageMaker hosting services, see Deploy the Model to Amazon SageMaker Hosting Services (AWS SDK for Python (Boto 3)).
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.Builder avoiding the
need to create one manually via CreateEndpointConfigRequest.builder()
createEndpointConfigRequest - A Consumer that will call methods on CreateEndpointConfigInput.Builder to create a
request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateExperimentResponse createExperiment(CreateExperimentRequest createExperimentRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Creates an Amazon 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.
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 Amazon SageMaker Studio or the Amazon SageMaker Python SDK, all experiments, trials, and trial components are automatically tracked, logged, and indexed. When you use the AWS SDK for Python (Boto), you must use the logging APIs provided by the SDK.
You can add tags to experiments, trials, trial components and then use the Search API to search for the tags.
To add a description to an experiment, specify the optional Description parameter. To add a
description later, or to change the description, call the UpdateExperiment API.
To get a list of all your experiments, call the ListExperiments API. To view an experiment's properties, call the DescribeExperiment API. To get a list of all the trials associated with an experiment, call the ListTrials API. To create a trial call the CreateTrial API.
createExperimentRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateExperimentResponse createExperiment(Consumer<CreateExperimentRequest.Builder> createExperimentRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Creates an Amazon 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.
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 Amazon SageMaker Studio or the Amazon SageMaker Python SDK, all experiments, trials, and trial components are automatically tracked, logged, and indexed. When you use the AWS SDK for Python (Boto), you must use the logging APIs provided by the SDK.
You can add tags to experiments, trials, trial components and then use the Search API to search for the tags.
To add a description to an experiment, specify the optional Description parameter. To add a
description later, or to change the description, call the UpdateExperiment API.
To get a list of all your experiments, call the ListExperiments API. To view an experiment's properties, call the DescribeExperiment API. To get a list of all the trials associated with an experiment, call the ListTrials API. To create a trial call the CreateTrial API.
This is a convenience which creates an instance of the CreateExperimentRequest.Builder avoiding the need
to create one manually via CreateExperimentRequest.builder()
createExperimentRequest - A Consumer that will call methods on CreateExperimentRequest.Builder to create a request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateFlowDefinitionResponse createFlowDefinition(CreateFlowDefinitionRequest createFlowDefinitionRequest) throws ResourceLimitExceededException, ResourceInUseException, AwsServiceException, SdkClientException, SageMakerException
Creates a flow definition.
createFlowDefinitionRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateFlowDefinitionResponse createFlowDefinition(Consumer<CreateFlowDefinitionRequest.Builder> createFlowDefinitionRequest) throws ResourceLimitExceededException, ResourceInUseException, AwsServiceException, SdkClientException, SageMakerException
Creates a flow definition.
This is a convenience which creates an instance of the CreateFlowDefinitionRequest.Builder avoiding the
need to create one manually via CreateFlowDefinitionRequest.builder()
createFlowDefinitionRequest - A Consumer that will call methods on CreateFlowDefinitionRequest.Builder to create a
request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateHumanTaskUiResponse createHumanTaskUi(CreateHumanTaskUiRequest createHumanTaskUiRequest) throws ResourceLimitExceededException, ResourceInUseException, AwsServiceException, SdkClientException, SageMakerException
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.
createHumanTaskUiRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateHumanTaskUiResponse createHumanTaskUi(Consumer<CreateHumanTaskUiRequest.Builder> createHumanTaskUiRequest) throws ResourceLimitExceededException, ResourceInUseException, AwsServiceException, SdkClientException, SageMakerException
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.Builder avoiding the need
to create one manually via CreateHumanTaskUiRequest.builder()
createHumanTaskUiRequest - A Consumer that will call methods on CreateHumanTaskUiRequest.Builder to create a request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateHyperParameterTuningJobResponse createHyperParameterTuningJob(CreateHyperParameterTuningJobRequest createHyperParameterTuningJobRequest) throws ResourceInUseException, ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
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.
createHyperParameterTuningJobRequest - ResourceInUseException - Resource being accessed is in use.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateHyperParameterTuningJobResponse createHyperParameterTuningJob(Consumer<CreateHyperParameterTuningJobRequest.Builder> createHyperParameterTuningJobRequest) throws ResourceInUseException, ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
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.
This is a convenience which creates an instance of the CreateHyperParameterTuningJobRequest.Builder
avoiding the need to create one manually via CreateHyperParameterTuningJobRequest.builder()
createHyperParameterTuningJobRequest - A Consumer that will call methods on CreateHyperParameterTuningJobRequest.Builder to
create a request.ResourceInUseException - Resource being accessed is in use.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateLabelingJobResponse createLabelingJob(CreateLabelingJobRequest createLabelingJobRequest) throws ResourceInUseException, ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
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 AWS 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.
createLabelingJobRequest - ResourceInUseException - Resource being accessed is in use.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateLabelingJobResponse createLabelingJob(Consumer<CreateLabelingJobRequest.Builder> createLabelingJobRequest) throws ResourceInUseException, ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
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 AWS 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.
This is a convenience which creates an instance of the CreateLabelingJobRequest.Builder avoiding the need
to create one manually via CreateLabelingJobRequest.builder()
createLabelingJobRequest - A Consumer that will call methods on CreateLabelingJobRequest.Builder to create a request.ResourceInUseException - Resource being accessed is in use.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateModelResponse createModel(CreateModelRequest createModelRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Creates a model in Amazon 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 Amazon SageMaker hosting services or run a batch transform job.
To host your model, you create an endpoint configuration with the CreateEndpointConfig API, and then
create an endpoint with the CreateEndpoint API. Amazon 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 Amazon SageMaker hosting services, see Deploy the Model to Amazon SageMaker Hosting Services (AWS SDK for Python (Boto 3)).
To run a batch transform using your model, you start a job with the CreateTransformJob API. Amazon
SageMaker uses your model and your dataset to get inferences which are then saved to a specified S3 location.
In the CreateModel request, you must define a container with the PrimaryContainer
parameter.
In the request, you also provide an IAM role that Amazon 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 AWS resources, you grant necessary permissions via this role.
createModelRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateModelResponse createModel(Consumer<CreateModelRequest.Builder> createModelRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Creates a model in Amazon 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 Amazon SageMaker hosting services or run a batch transform job.
To host your model, you create an endpoint configuration with the CreateEndpointConfig API, and then
create an endpoint with the CreateEndpoint API. Amazon 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 Amazon SageMaker hosting services, see Deploy the Model to Amazon SageMaker Hosting Services (AWS SDK for Python (Boto 3)).
To run a batch transform using your model, you start a job with the CreateTransformJob API. Amazon
SageMaker uses your model and your dataset to get inferences which are then saved to a specified S3 location.
In the CreateModel request, you must define a container with the PrimaryContainer
parameter.
In the request, you also provide an IAM role that Amazon 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 AWS resources, you grant necessary permissions via this role.
This is a convenience which creates an instance of the CreateModelRequest.Builder avoiding the need to
create one manually via CreateModelRequest.builder()
createModelRequest - A Consumer that will call methods on CreateModelInput.Builder to create a request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateModelPackageResponse createModelPackage(CreateModelPackageRequest createModelPackageRequest) throws AwsServiceException, SdkClientException, SageMakerException
Creates a model package that you can use to create Amazon SageMaker models or list on AWS Marketplace. Buyers can subscribe to model packages listed on AWS Marketplace to create models in Amazon 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 AWS Marketplace, provide a value for
SourceAlgorithmSpecification.
createModelPackageRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault CreateModelPackageResponse createModelPackage(Consumer<CreateModelPackageRequest.Builder> createModelPackageRequest) throws AwsServiceException, SdkClientException, SageMakerException
Creates a model package that you can use to create Amazon SageMaker models or list on AWS Marketplace. Buyers can subscribe to model packages listed on AWS Marketplace to create models in Amazon 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 AWS Marketplace, provide a value for
SourceAlgorithmSpecification.
This is a convenience which creates an instance of the CreateModelPackageRequest.Builder avoiding the
need to create one manually via CreateModelPackageRequest.builder()
createModelPackageRequest - A Consumer that will call methods on CreateModelPackageInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault CreateMonitoringScheduleResponse createMonitoringSchedule(CreateMonitoringScheduleRequest createMonitoringScheduleRequest) throws ResourceLimitExceededException, ResourceInUseException, AwsServiceException, SdkClientException, SageMakerException
Creates a schedule that regularly starts Amazon SageMaker Processing Jobs to monitor the data captured for an Amazon SageMaker Endoint.
createMonitoringScheduleRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateMonitoringScheduleResponse createMonitoringSchedule(Consumer<CreateMonitoringScheduleRequest.Builder> createMonitoringScheduleRequest) throws ResourceLimitExceededException, ResourceInUseException, AwsServiceException, SdkClientException, SageMakerException
Creates a schedule that regularly starts Amazon SageMaker Processing Jobs to monitor the data captured for an Amazon SageMaker Endoint.
This is a convenience which creates an instance of the CreateMonitoringScheduleRequest.Builder avoiding
the need to create one manually via CreateMonitoringScheduleRequest.builder()
createMonitoringScheduleRequest - A Consumer that will call methods on CreateMonitoringScheduleRequest.Builder to create a
request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateNotebookInstanceResponse createNotebookInstance(CreateNotebookInstanceRequest createNotebookInstanceRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Creates an Amazon SageMaker notebook instance. A notebook instance is a machine learning (ML) compute instance running on a Jupyter notebook.
In a CreateNotebookInstance request, specify the type of ML compute instance that you want to run.
Amazon 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.
Amazon SageMaker also provides a set of example notebooks. Each notebook demonstrates how to use Amazon SageMaker with a specific algorithm or with a machine learning framework.
After receiving the request, Amazon SageMaker does the following:
Creates a network interface in the Amazon SageMaker VPC.
(Option) If you specified SubnetId, Amazon 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, Amazon
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 Amazon SageMaker VPC. If you specified
SubnetId of your VPC, Amazon 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, Amazon SageMaker returns its Amazon Resource Name (ARN). You can't change the name of a notebook instance after you create it.
After Amazon 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 Amazon SageMaker endpoints, and validate hosted models.
For more information, see How It Works.
createNotebookInstanceRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateNotebookInstanceResponse createNotebookInstance(Consumer<CreateNotebookInstanceRequest.Builder> createNotebookInstanceRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Creates an Amazon SageMaker notebook instance. A notebook instance is a machine learning (ML) compute instance running on a Jupyter notebook.
In a CreateNotebookInstance request, specify the type of ML compute instance that you want to run.
Amazon 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.
Amazon SageMaker also provides a set of example notebooks. Each notebook demonstrates how to use Amazon SageMaker with a specific algorithm or with a machine learning framework.
After receiving the request, Amazon SageMaker does the following:
Creates a network interface in the Amazon SageMaker VPC.
(Option) If you specified SubnetId, Amazon 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, Amazon
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 Amazon SageMaker VPC. If you specified
SubnetId of your VPC, Amazon 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, Amazon SageMaker returns its Amazon Resource Name (ARN). You can't change the name of a notebook instance after you create it.
After Amazon 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 Amazon SageMaker endpoints, and validate hosted models.
For more information, see How It Works.
This is a convenience which creates an instance of the CreateNotebookInstanceRequest.Builder avoiding the
need to create one manually via CreateNotebookInstanceRequest.builder()
createNotebookInstanceRequest - A Consumer that will call methods on CreateNotebookInstanceInput.Builder to create a
request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateNotebookInstanceLifecycleConfigResponse createNotebookInstanceLifecycleConfig(CreateNotebookInstanceLifecycleConfigRequest createNotebookInstanceLifecycleConfigRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Creates a lifecycle configuration that you can associate with a notebook instance. A lifecycle configuration is a collection of shell scripts that run when you create or start a notebook instance.
Each lifecycle configuration script has a limit of 16384 characters.
The value of the $PATH environment variable that is available to both scripts is
/sbin:bin:/usr/sbin:/usr/bin.
View CloudWatch Logs for notebook instance lifecycle configurations in log group
/aws/sagemaker/NotebookInstances in log stream
[notebook-instance-name]/[LifecycleConfigHook].
Lifecycle configuration scripts cannot run for longer than 5 minutes. If a script runs for longer than 5 minutes, it fails and the notebook instance is not created or started.
For information about notebook instance lifestyle configurations, see Step 2.1: (Optional) Customize a Notebook Instance.
createNotebookInstanceLifecycleConfigRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateNotebookInstanceLifecycleConfigResponse createNotebookInstanceLifecycleConfig(Consumer<CreateNotebookInstanceLifecycleConfigRequest.Builder> createNotebookInstanceLifecycleConfigRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Creates a lifecycle configuration that you can associate with a notebook instance. A lifecycle configuration is a collection of shell scripts that run when you create or start a notebook instance.
Each lifecycle configuration script has a limit of 16384 characters.
The value of the $PATH environment variable that is available to both scripts is
/sbin:bin:/usr/sbin:/usr/bin.
View CloudWatch Logs for notebook instance lifecycle configurations in log group
/aws/sagemaker/NotebookInstances in log stream
[notebook-instance-name]/[LifecycleConfigHook].
Lifecycle configuration scripts cannot run for longer than 5 minutes. If a script runs for longer than 5 minutes, it fails and the notebook instance is not created or started.
For information about notebook instance lifestyle configurations, see Step 2.1: (Optional) Customize a Notebook Instance.
This is a convenience which creates an instance of the
CreateNotebookInstanceLifecycleConfigRequest.Builder avoiding the need to create one manually via
CreateNotebookInstanceLifecycleConfigRequest.builder()
createNotebookInstanceLifecycleConfigRequest - A Consumer that will call methods on CreateNotebookInstanceLifecycleConfigInput.Builder to
create a request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreatePresignedDomainUrlResponse createPresignedDomainUrl(CreatePresignedDomainUrlRequest createPresignedDomainUrlRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Creates a URL for a specified UserProfile in a Domain. When accessed in a web browser, the user will be automatically signed in to Amazon SageMaker Studio, and granted access to all of the Apps and files associated with the Domain's Amazon Elastic File System (EFS) volume. This operation can only be called when the authentication mode equals IAM.
createPresignedDomainUrlRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault CreatePresignedDomainUrlResponse createPresignedDomainUrl(Consumer<CreatePresignedDomainUrlRequest.Builder> createPresignedDomainUrlRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Creates a URL for a specified UserProfile in a Domain. When accessed in a web browser, the user will be automatically signed in to Amazon SageMaker Studio, and granted access to all of the Apps and files associated with the Domain's Amazon Elastic File System (EFS) volume. This operation can only be called when the authentication mode equals IAM.
This is a convenience which creates an instance of the CreatePresignedDomainUrlRequest.Builder avoiding
the need to create one manually via CreatePresignedDomainUrlRequest.builder()
createPresignedDomainUrlRequest - A Consumer that will call methods on CreatePresignedDomainUrlRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault CreatePresignedNotebookInstanceUrlResponse createPresignedNotebookInstanceUrl(CreatePresignedNotebookInstanceUrlRequest createPresignedNotebookInstanceUrlRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns a URL that you can use to connect to the Jupyter server from a notebook instance. In the Amazon SageMaker
console, when you choose Open next to a notebook instance, Amazon SageMaker opens a new tab showing
the Jupyter server home page from the notebook instance. The console uses this API to get the URL and show the
page.
The IAM role or user used to call this API defines the permissions to access the notebook instance. Once the presigned URL is created, no additional permission is required to access this URL. IAM authorization policies for this API are also enforced for every HTTP request and WebSocket frame that attempts to connect to the notebook instance.
You can restrict access to this API and to the URL that it returns to a list of IP addresses that you specify.
Use the NotIpAddress condition operator and the aws:SourceIP condition context key to
specify the list of IP addresses that you want to have access to the notebook instance. For more information, see
Limit Access to a Notebook Instance by IP Address.
The URL that you get from a call to CreatePresignedNotebookInstanceUrl is valid only for 5 minutes. If you try to use the URL after the 5-minute limit expires, you are directed to the AWS console sign-in page.
createPresignedNotebookInstanceUrlRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault CreatePresignedNotebookInstanceUrlResponse createPresignedNotebookInstanceUrl(Consumer<CreatePresignedNotebookInstanceUrlRequest.Builder> createPresignedNotebookInstanceUrlRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns a URL that you can use to connect to the Jupyter server from a notebook instance. In the Amazon SageMaker
console, when you choose Open next to a notebook instance, Amazon SageMaker opens a new tab showing
the Jupyter server home page from the notebook instance. The console uses this API to get the URL and show the
page.
The IAM role or user used to call this API defines the permissions to access the notebook instance. Once the presigned URL is created, no additional permission is required to access this URL. IAM authorization policies for this API are also enforced for every HTTP request and WebSocket frame that attempts to connect to the notebook instance.
You can restrict access to this API and to the URL that it returns to a list of IP addresses that you specify.
Use the NotIpAddress condition operator and the aws:SourceIP condition context key to
specify the list of IP addresses that you want to have access to the notebook instance. For more information, see
Limit Access to a Notebook Instance by IP Address.
The URL that you get from a call to CreatePresignedNotebookInstanceUrl is valid only for 5 minutes. If you try to use the URL after the 5-minute limit expires, you are directed to the AWS console sign-in page.
This is a convenience which creates an instance of the CreatePresignedNotebookInstanceUrlRequest.Builder
avoiding the need to create one manually via CreatePresignedNotebookInstanceUrlRequest.builder()
createPresignedNotebookInstanceUrlRequest - A Consumer that will call methods on CreatePresignedNotebookInstanceUrlInput.Builder to
create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault CreateProcessingJobResponse createProcessingJob(CreateProcessingJobRequest createProcessingJobRequest) throws ResourceInUseException, ResourceLimitExceededException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Creates a processing job.
createProcessingJobRequest - ResourceInUseException - Resource being accessed is in use.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateProcessingJobResponse createProcessingJob(Consumer<CreateProcessingJobRequest.Builder> createProcessingJobRequest) throws ResourceInUseException, ResourceLimitExceededException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Creates a processing job.
This is a convenience which creates an instance of the CreateProcessingJobRequest.Builder avoiding the
need to create one manually via CreateProcessingJobRequest.builder()
createProcessingJobRequest - A Consumer that will call methods on CreateProcessingJobRequest.Builder to create a
request.ResourceInUseException - Resource being accessed is in use.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateTrainingJobResponse createTrainingJob(CreateTrainingJobRequest createTrainingJobRequest) throws ResourceInUseException, ResourceLimitExceededException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Starts a model training job. After training completes, Amazon SageMaker saves the resulting model artifacts to an Amazon S3 location 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 in a machine learning service other than Amazon SageMaker, provided that you know how to use them for inferences.
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 Amazon SageMaker, see Algorithms.
InputDataConfig - Describes the training dataset and the Amazon S3, EFS, or FSx location where it is
stored.
OutputDataConfig - Identifies the Amazon S3 bucket where you want Amazon 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 Number (ARN) that Amazon SageMaker assumes to perform tasks on your
behalf during model training. You must grant this role the necessary permissions so that Amazon SageMaker can
successfully complete model training.
StoppingCondition - To help cap training costs, use MaxRuntimeInSeconds to set a time
limit for training. Use MaxWaitTimeInSeconds to specify how long you are willing to wait for a
managed spot training job to complete.
For more information about Amazon SageMaker, see How It Works.
createTrainingJobRequest - ResourceInUseException - Resource being accessed is in use.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateTrainingJobResponse createTrainingJob(Consumer<CreateTrainingJobRequest.Builder> createTrainingJobRequest) throws ResourceInUseException, ResourceLimitExceededException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Starts a model training job. After training completes, Amazon SageMaker saves the resulting model artifacts to an Amazon S3 location 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 in a machine learning service other than Amazon SageMaker, provided that you know how to use them for inferences.
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 Amazon SageMaker, see Algorithms.
InputDataConfig - Describes the training dataset and the Amazon S3, EFS, or FSx location where it is
stored.
OutputDataConfig - Identifies the Amazon S3 bucket where you want Amazon 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 Number (ARN) that Amazon SageMaker assumes to perform tasks on your
behalf during model training. You must grant this role the necessary permissions so that Amazon SageMaker can
successfully complete model training.
StoppingCondition - To help cap training costs, use MaxRuntimeInSeconds to set a time
limit for training. Use MaxWaitTimeInSeconds to specify how long you are willing to wait for a
managed spot training job to complete.
For more information about Amazon SageMaker, see How It Works.
This is a convenience which creates an instance of the CreateTrainingJobRequest.Builder avoiding the need
to create one manually via CreateTrainingJobRequest.builder()
createTrainingJobRequest - A Consumer that will call methods on CreateTrainingJobRequest.Builder to create a request.ResourceInUseException - Resource being accessed is in use.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateTransformJobResponse createTransformJob(CreateTransformJobRequest createTransformJobRequest) throws ResourceInUseException, ResourceLimitExceededException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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 AWS Region in an
AWS account.
ModelName - Identifies the model to use. ModelName must be the name of an existing
Amazon SageMaker model in the same AWS Region and AWS 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.
createTransformJobRequest - ResourceInUseException - Resource being accessed is in use.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateTransformJobResponse createTransformJob(Consumer<CreateTransformJobRequest.Builder> createTransformJobRequest) throws ResourceInUseException, ResourceLimitExceededException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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 AWS Region in an
AWS account.
ModelName - Identifies the model to use. ModelName must be the name of an existing
Amazon SageMaker model in the same AWS Region and AWS 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.Builder avoiding the
need to create one manually via CreateTransformJobRequest.builder()
createTransformJobRequest - A Consumer that will call methods on CreateTransformJobRequest.Builder to create a
request.ResourceInUseException - Resource being accessed is in use.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateTrialResponse createTrial(CreateTrialRequest createTrialRequest) throws ResourceNotFoundException, ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Creates an Amazon 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 Amazon SageMaker experiment.
When you use Amazon SageMaker Studio or the Amazon SageMaker Python SDK, all experiments, trials, and trial components are automatically tracked, logged, and indexed. When you use the AWS 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.
createTrialRequest - ResourceNotFoundException - Resource being access is not found.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateTrialResponse createTrial(Consumer<CreateTrialRequest.Builder> createTrialRequest) throws ResourceNotFoundException, ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Creates an Amazon 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 Amazon SageMaker experiment.
When you use Amazon SageMaker Studio or the Amazon SageMaker Python SDK, all experiments, trials, and trial components are automatically tracked, logged, and indexed. When you use the AWS 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.Builder avoiding the need to
create one manually via CreateTrialRequest.builder()
createTrialRequest - A Consumer that will call methods on CreateTrialRequest.Builder to create a request.ResourceNotFoundException - Resource being access is not found.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateTrialComponentResponse createTrialComponent(CreateTrialComponentRequest createTrialComponentRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
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 Amazon SageMaker Studio or the Amazon SageMaker Python SDK, all experiments, trials, and trial components are automatically tracked, logged, and indexed. When you use the AWS 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.
CreateTrialComponent can only be invoked from within an Amazon SageMaker managed environment. This
includes Amazon SageMaker training jobs, processing jobs, transform jobs, and Amazon SageMaker notebooks. A call
to CreateTrialComponent from outside one of these environments results in an error.
createTrialComponentRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateTrialComponentResponse createTrialComponent(Consumer<CreateTrialComponentRequest.Builder> createTrialComponentRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
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 Amazon SageMaker Studio or the Amazon SageMaker Python SDK, all experiments, trials, and trial components are automatically tracked, logged, and indexed. When you use the AWS 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.
CreateTrialComponent can only be invoked from within an Amazon SageMaker managed environment. This
includes Amazon SageMaker training jobs, processing jobs, transform jobs, and Amazon SageMaker notebooks. A call
to CreateTrialComponent from outside one of these environments results in an error.
This is a convenience which creates an instance of the CreateTrialComponentRequest.Builder avoiding the
need to create one manually via CreateTrialComponentRequest.builder()
createTrialComponentRequest - A Consumer that will call methods on CreateTrialComponentRequest.Builder to create a
request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateUserProfileResponse createUserProfile(CreateUserProfileRequest createUserProfileRequest) throws ResourceLimitExceededException, ResourceInUseException, AwsServiceException, SdkClientException, SageMakerException
Creates a user profile. A user profile represents a single user within a domain, and is the main way to reference a "person" for the purposes of sharing, reporting, and other user-oriented features. This entity is created when a user onboards to Amazon SageMaker Studio. If an administrator invites a person by email or imports them from SSO, 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.
createUserProfileRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateUserProfileResponse createUserProfile(Consumer<CreateUserProfileRequest.Builder> createUserProfileRequest) throws ResourceLimitExceededException, ResourceInUseException, AwsServiceException, SdkClientException, SageMakerException
Creates a user profile. A user profile represents a single user within a domain, and is the main way to reference a "person" for the purposes of sharing, reporting, and other user-oriented features. This entity is created when a user onboards to Amazon SageMaker Studio. If an administrator invites a person by email or imports them from SSO, 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.Builder avoiding the need
to create one manually via CreateUserProfileRequest.builder()
createUserProfileRequest - A Consumer that will call methods on CreateUserProfileRequest.Builder to create a request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateWorkteamResponse createWorkteam(CreateWorkteamRequest createWorkteamRequest) throws ResourceInUseException, ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
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.
createWorkteamRequest - ResourceInUseException - Resource being accessed is in use.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault CreateWorkteamResponse createWorkteam(Consumer<CreateWorkteamRequest.Builder> createWorkteamRequest) throws ResourceInUseException, ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
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.Builder avoiding the need to
create one manually via CreateWorkteamRequest.builder()
createWorkteamRequest - A Consumer that will call methods on CreateWorkteamRequest.Builder to create a request.ResourceInUseException - Resource being accessed is in use.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault DeleteAlgorithmResponse deleteAlgorithm(DeleteAlgorithmRequest deleteAlgorithmRequest) throws AwsServiceException, SdkClientException, SageMakerException
Removes the specified algorithm from your account.
deleteAlgorithmRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteAlgorithmResponse deleteAlgorithm(Consumer<DeleteAlgorithmRequest.Builder> deleteAlgorithmRequest) throws AwsServiceException, SdkClientException, SageMakerException
Removes the specified algorithm from your account.
This is a convenience which creates an instance of the DeleteAlgorithmRequest.Builder avoiding the need
to create one manually via DeleteAlgorithmRequest.builder()
deleteAlgorithmRequest - A Consumer that will call methods on DeleteAlgorithmInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteAppResponse deleteApp(DeleteAppRequest deleteAppRequest) throws ResourceInUseException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Used to stop and delete an app.
deleteAppRequest - 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.AwsServiceExceptiondefault DeleteAppResponse deleteApp(Consumer<DeleteAppRequest.Builder> deleteAppRequest) throws ResourceInUseException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Used to stop and delete an app.
This is a convenience which creates an instance of the DeleteAppRequest.Builder avoiding the need to
create one manually via DeleteAppRequest.builder()
deleteAppRequest - A Consumer that will call methods on DeleteAppRequest.Builder to create a request.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.AwsServiceExceptiondefault DeleteCodeRepositoryResponse deleteCodeRepository(DeleteCodeRepositoryRequest deleteCodeRepositoryRequest) throws AwsServiceException, SdkClientException, SageMakerException
Deletes the specified Git repository from your account.
deleteCodeRepositoryRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteCodeRepositoryResponse deleteCodeRepository(Consumer<DeleteCodeRepositoryRequest.Builder> deleteCodeRepositoryRequest) throws AwsServiceException, SdkClientException, SageMakerException
Deletes the specified Git repository from your account.
This is a convenience which creates an instance of the DeleteCodeRepositoryRequest.Builder avoiding the
need to create one manually via DeleteCodeRepositoryRequest.builder()
deleteCodeRepositoryRequest - A Consumer that will call methods on DeleteCodeRepositoryInput.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteDomainResponse deleteDomain(DeleteDomainRequest deleteDomainRequest) throws ResourceInUseException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Used to delete a domain. If you onboarded with IAM mode, you will need to delete your domain to onboard again using SSO. Use with caution. All of the members of the domain will lose access to their EFS volume, including data, notebooks, and other artifacts.
deleteDomainRequest - 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.AwsServiceExceptiondefault DeleteDomainResponse deleteDomain(Consumer<DeleteDomainRequest.Builder> deleteDomainRequest) throws ResourceInUseException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Used to delete a domain. If you onboarded with IAM mode, you will need to delete your domain to onboard again using SSO. 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.Builder avoiding the need to
create one manually via DeleteDomainRequest.builder()
deleteDomainRequest - A Consumer that will call methods on DeleteDomainRequest.Builder to create a request.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.AwsServiceExceptiondefault DeleteEndpointResponse deleteEndpoint(DeleteEndpointRequest deleteEndpointRequest) throws AwsServiceException, SdkClientException, SageMakerException
Deletes an endpoint. Amazon SageMaker frees up all of the resources that were deployed when the endpoint was created.
Amazon SageMaker retires any custom KMS key grants associated with the endpoint, meaning you don't need to use the RevokeGrant API call.
deleteEndpointRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteEndpointResponse deleteEndpoint(Consumer<DeleteEndpointRequest.Builder> deleteEndpointRequest) throws AwsServiceException, SdkClientException, SageMakerException
Deletes an endpoint. Amazon SageMaker frees up all of the resources that were deployed when the endpoint was created.
Amazon SageMaker retires any custom KMS key grants associated with the endpoint, meaning you don't need to use the RevokeGrant API call.
This is a convenience which creates an instance of the DeleteEndpointRequest.Builder avoiding the need to
create one manually via DeleteEndpointRequest.builder()
deleteEndpointRequest - A Consumer that will call methods on DeleteEndpointInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteEndpointConfigResponse deleteEndpointConfig(DeleteEndpointConfigRequest deleteEndpointConfigRequest) throws AwsServiceException, SdkClientException, SageMakerException
Deletes an endpoint configuration. The DeleteEndpointConfig API deletes only the specified
configuration. It does not delete endpoints created using the configuration.
You must not delete an EndpointConfig in use by an endpoint that is live or while the
UpdateEndpoint or CreateEndpoint operations are being performed on the endpoint. If you
delete the EndpointConfig of an endpoint that is active or being created or updated you may lose
visibility into the instance type the endpoint is using. The endpoint must be deleted in order to stop incurring
charges.
deleteEndpointConfigRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteEndpointConfigResponse deleteEndpointConfig(Consumer<DeleteEndpointConfigRequest.Builder> deleteEndpointConfigRequest) throws AwsServiceException, SdkClientException, SageMakerException
Deletes an endpoint configuration. The DeleteEndpointConfig API deletes only the specified
configuration. It does not delete endpoints created using the configuration.
You must not delete an EndpointConfig in use by an endpoint that is live or while the
UpdateEndpoint or CreateEndpoint operations are being performed on the endpoint. If you
delete the EndpointConfig of an endpoint that is active or being created or updated you may lose
visibility into the instance type the endpoint is using. The endpoint must be deleted in order to stop incurring
charges.
This is a convenience which creates an instance of the DeleteEndpointConfigRequest.Builder avoiding the
need to create one manually via DeleteEndpointConfigRequest.builder()
deleteEndpointConfigRequest - A Consumer that will call methods on DeleteEndpointConfigInput.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteExperimentResponse deleteExperiment(DeleteExperimentRequest deleteExperimentRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Deletes an Amazon 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.
deleteExperimentRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteExperimentResponse deleteExperiment(Consumer<DeleteExperimentRequest.Builder> deleteExperimentRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Deletes an Amazon 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.Builder avoiding the need
to create one manually via DeleteExperimentRequest.builder()
deleteExperimentRequest - A Consumer that will call methods on DeleteExperimentRequest.Builder to create a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteFlowDefinitionResponse deleteFlowDefinition(DeleteFlowDefinitionRequest deleteFlowDefinitionRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Deletes the specified flow definition.
deleteFlowDefinitionRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteFlowDefinitionResponse deleteFlowDefinition(Consumer<DeleteFlowDefinitionRequest.Builder> deleteFlowDefinitionRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Deletes the specified flow definition.
This is a convenience which creates an instance of the DeleteFlowDefinitionRequest.Builder avoiding the
need to create one manually via DeleteFlowDefinitionRequest.builder()
deleteFlowDefinitionRequest - A Consumer that will call methods on DeleteFlowDefinitionRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteHumanTaskUiResponse deleteHumanTaskUi(DeleteHumanTaskUiRequest deleteHumanTaskUiRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Use this operation to delete a worker task template (HumanTaskUi).
To see a list of human task user interfaces (work task templates) in your account, use . When you delete a worker
task template, it no longer appears when you call ListHumanTaskUis.
deleteHumanTaskUiRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteHumanTaskUiResponse deleteHumanTaskUi(Consumer<DeleteHumanTaskUiRequest.Builder> deleteHumanTaskUiRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Use this operation to delete a worker task template (HumanTaskUi).
To see a list of human task user interfaces (work task templates) in your account, use . 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.Builder avoiding the need
to create one manually via DeleteHumanTaskUiRequest.builder()
deleteHumanTaskUiRequest - A Consumer that will call methods on DeleteHumanTaskUiRequest.Builder to create a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteModelResponse deleteModel(DeleteModelRequest deleteModelRequest) throws AwsServiceException, SdkClientException, SageMakerException
Deletes a model. The DeleteModel API deletes only the model entry that was created in Amazon
SageMaker when you called the CreateModel API. It does not delete model artifacts, inference code, or the
IAM role that you specified when creating the model.
deleteModelRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteModelResponse deleteModel(Consumer<DeleteModelRequest.Builder> deleteModelRequest) throws AwsServiceException, SdkClientException, SageMakerException
Deletes a model. The DeleteModel API deletes only the model entry that was created in Amazon
SageMaker when you called the CreateModel API. It does not delete model artifacts, inference code, or the
IAM role that you specified when creating the model.
This is a convenience which creates an instance of the DeleteModelRequest.Builder avoiding the need to
create one manually via DeleteModelRequest.builder()
deleteModelRequest - A Consumer that will call methods on DeleteModelInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteModelPackageResponse deleteModelPackage(DeleteModelPackageRequest deleteModelPackageRequest) throws AwsServiceException, SdkClientException, SageMakerException
Deletes a model package.
A model package is used to create Amazon SageMaker models or list on AWS Marketplace. Buyers can subscribe to model packages listed on AWS Marketplace to create models in Amazon SageMaker.
deleteModelPackageRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteModelPackageResponse deleteModelPackage(Consumer<DeleteModelPackageRequest.Builder> deleteModelPackageRequest) throws AwsServiceException, SdkClientException, SageMakerException
Deletes a model package.
A model package is used to create Amazon SageMaker models or list on AWS Marketplace. Buyers can subscribe to model packages listed on AWS Marketplace to create models in Amazon SageMaker.
This is a convenience which creates an instance of the DeleteModelPackageRequest.Builder avoiding the
need to create one manually via DeleteModelPackageRequest.builder()
deleteModelPackageRequest - A Consumer that will call methods on DeleteModelPackageInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteMonitoringScheduleResponse deleteMonitoringSchedule(DeleteMonitoringScheduleRequest deleteMonitoringScheduleRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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.
deleteMonitoringScheduleRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteMonitoringScheduleResponse deleteMonitoringSchedule(Consumer<DeleteMonitoringScheduleRequest.Builder> deleteMonitoringScheduleRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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.Builder avoiding
the need to create one manually via DeleteMonitoringScheduleRequest.builder()
deleteMonitoringScheduleRequest - A Consumer that will call methods on DeleteMonitoringScheduleRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteNotebookInstanceResponse deleteNotebookInstance(DeleteNotebookInstanceRequest deleteNotebookInstanceRequest) throws AwsServiceException, SdkClientException, SageMakerException
Deletes an Amazon SageMaker notebook instance. Before you can delete a notebook instance, you must call the
StopNotebookInstance API.
When you delete a notebook instance, you lose all of your data. Amazon SageMaker removes the ML compute instance, and deletes the ML storage volume and the network interface associated with the notebook instance.
deleteNotebookInstanceRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteNotebookInstanceResponse deleteNotebookInstance(Consumer<DeleteNotebookInstanceRequest.Builder> deleteNotebookInstanceRequest) throws AwsServiceException, SdkClientException, SageMakerException
Deletes an Amazon SageMaker notebook instance. Before you can delete a notebook instance, you must call the
StopNotebookInstance API.
When you delete a notebook instance, you lose all of your data. Amazon 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.Builder avoiding the
need to create one manually via DeleteNotebookInstanceRequest.builder()
deleteNotebookInstanceRequest - A Consumer that will call methods on DeleteNotebookInstanceInput.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteNotebookInstanceLifecycleConfigResponse deleteNotebookInstanceLifecycleConfig(DeleteNotebookInstanceLifecycleConfigRequest deleteNotebookInstanceLifecycleConfigRequest) throws AwsServiceException, SdkClientException, SageMakerException
Deletes a notebook instance lifecycle configuration.
deleteNotebookInstanceLifecycleConfigRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteNotebookInstanceLifecycleConfigResponse deleteNotebookInstanceLifecycleConfig(Consumer<DeleteNotebookInstanceLifecycleConfigRequest.Builder> deleteNotebookInstanceLifecycleConfigRequest) throws AwsServiceException, SdkClientException, SageMakerException
Deletes a notebook instance lifecycle configuration.
This is a convenience which creates an instance of the
DeleteNotebookInstanceLifecycleConfigRequest.Builder avoiding the need to create one manually via
DeleteNotebookInstanceLifecycleConfigRequest.builder()
deleteNotebookInstanceLifecycleConfigRequest - A Consumer that will call methods on DeleteNotebookInstanceLifecycleConfigInput.Builder to
create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteTagsResponse deleteTags(DeleteTagsRequest deleteTagsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Deletes the specified tags from an Amazon SageMaker resource.
To list a resource's tags, use the ListTags API.
When you call this API to delete tags from a hyperparameter tuning job, the deleted tags are not removed from training jobs that the hyperparameter tuning job launched before you called this API.
deleteTagsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteTagsResponse deleteTags(Consumer<DeleteTagsRequest.Builder> deleteTagsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Deletes the specified tags from an Amazon SageMaker resource.
To list a resource's tags, use the ListTags API.
When you call this API to delete tags from a hyperparameter tuning job, the deleted tags are not removed from training jobs that the hyperparameter tuning job launched before you called this API.
This is a convenience which creates an instance of the DeleteTagsRequest.Builder avoiding the need to
create one manually via DeleteTagsRequest.builder()
deleteTagsRequest - A Consumer that will call methods on DeleteTagsInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteTrialResponse deleteTrial(DeleteTrialRequest deleteTrialRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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.
deleteTrialRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteTrialResponse deleteTrial(Consumer<DeleteTrialRequest.Builder> deleteTrialRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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.Builder avoiding the need to
create one manually via DeleteTrialRequest.builder()
deleteTrialRequest - A Consumer that will call methods on DeleteTrialRequest.Builder to create a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteTrialComponentResponse deleteTrialComponent(DeleteTrialComponentRequest deleteTrialComponentRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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.
deleteTrialComponentRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteTrialComponentResponse deleteTrialComponent(Consumer<DeleteTrialComponentRequest.Builder> deleteTrialComponentRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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.Builder avoiding the
need to create one manually via DeleteTrialComponentRequest.builder()
deleteTrialComponentRequest - A Consumer that will call methods on DeleteTrialComponentRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DeleteUserProfileResponse deleteUserProfile(DeleteUserProfileRequest deleteUserProfileRequest) throws ResourceInUseException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Deletes a user profile. When a user profile is deleted, the user loses access to their EFS volume, including data, notebooks, and other artifacts.
deleteUserProfileRequest - 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.AwsServiceExceptiondefault DeleteUserProfileResponse deleteUserProfile(Consumer<DeleteUserProfileRequest.Builder> deleteUserProfileRequest) throws ResourceInUseException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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.Builder avoiding the need
to create one manually via DeleteUserProfileRequest.builder()
deleteUserProfileRequest - A Consumer that will call methods on DeleteUserProfileRequest.Builder to create a request.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.AwsServiceExceptiondefault DeleteWorkteamResponse deleteWorkteam(DeleteWorkteamRequest deleteWorkteamRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Deletes an existing work team. This operation can't be undone.
deleteWorkteamRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault DeleteWorkteamResponse deleteWorkteam(Consumer<DeleteWorkteamRequest.Builder> deleteWorkteamRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Deletes an existing work team. This operation can't be undone.
This is a convenience which creates an instance of the DeleteWorkteamRequest.Builder avoiding the need to
create one manually via DeleteWorkteamRequest.builder()
deleteWorkteamRequest - A Consumer that will call methods on DeleteWorkteamRequest.Builder to create a request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault DescribeAlgorithmResponse describeAlgorithm(DescribeAlgorithmRequest describeAlgorithmRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns a description of the specified algorithm that is in your account.
describeAlgorithmRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeAlgorithmResponse describeAlgorithm(Consumer<DescribeAlgorithmRequest.Builder> describeAlgorithmRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns a description of the specified algorithm that is in your account.
This is a convenience which creates an instance of the DescribeAlgorithmRequest.Builder avoiding the need
to create one manually via DescribeAlgorithmRequest.builder()
describeAlgorithmRequest - A Consumer that will call methods on DescribeAlgorithmInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeAppResponse describeApp(DescribeAppRequest describeAppRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Describes the app.
describeAppRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeAppResponse describeApp(Consumer<DescribeAppRequest.Builder> describeAppRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Describes the app.
This is a convenience which creates an instance of the DescribeAppRequest.Builder avoiding the need to
create one manually via DescribeAppRequest.builder()
describeAppRequest - A Consumer that will call methods on DescribeAppRequest.Builder to create a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeAutoMlJobResponse describeAutoMLJob(DescribeAutoMlJobRequest describeAutoMlJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Returns information about an Amazon SageMaker job.
describeAutoMlJobRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeAutoMlJobResponse describeAutoMLJob(Consumer<DescribeAutoMlJobRequest.Builder> describeAutoMlJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Returns information about an Amazon SageMaker job.
This is a convenience which creates an instance of the DescribeAutoMlJobRequest.Builder avoiding the need
to create one manually via DescribeAutoMlJobRequest.builder()
describeAutoMlJobRequest - A Consumer that will call methods on DescribeAutoMLJobRequest.Builder to create a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeCodeRepositoryResponse describeCodeRepository(DescribeCodeRepositoryRequest describeCodeRepositoryRequest) throws AwsServiceException, SdkClientException, SageMakerException
Gets details about the specified Git repository.
describeCodeRepositoryRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeCodeRepositoryResponse describeCodeRepository(Consumer<DescribeCodeRepositoryRequest.Builder> describeCodeRepositoryRequest) throws AwsServiceException, SdkClientException, SageMakerException
Gets details about the specified Git repository.
This is a convenience which creates an instance of the DescribeCodeRepositoryRequest.Builder avoiding the
need to create one manually via DescribeCodeRepositoryRequest.builder()
describeCodeRepositoryRequest - A Consumer that will call methods on DescribeCodeRepositoryInput.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeCompilationJobResponse describeCompilationJob(DescribeCompilationJobRequest describeCompilationJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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.
describeCompilationJobRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeCompilationJobResponse describeCompilationJob(Consumer<DescribeCompilationJobRequest.Builder> describeCompilationJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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.Builder avoiding the
need to create one manually via DescribeCompilationJobRequest.builder()
describeCompilationJobRequest - A Consumer that will call methods on DescribeCompilationJobRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeDomainResponse describeDomain(DescribeDomainRequest describeDomainRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
The description of the domain.
describeDomainRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeDomainResponse describeDomain(Consumer<DescribeDomainRequest.Builder> describeDomainRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
The description of the domain.
This is a convenience which creates an instance of the DescribeDomainRequest.Builder avoiding the need to
create one manually via DescribeDomainRequest.builder()
describeDomainRequest - A Consumer that will call methods on DescribeDomainRequest.Builder to create a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeEndpointResponse describeEndpoint(DescribeEndpointRequest describeEndpointRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns the description of an endpoint.
describeEndpointRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeEndpointResponse describeEndpoint(Consumer<DescribeEndpointRequest.Builder> describeEndpointRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns the description of an endpoint.
This is a convenience which creates an instance of the DescribeEndpointRequest.Builder avoiding the need
to create one manually via DescribeEndpointRequest.builder()
describeEndpointRequest - A Consumer that will call methods on DescribeEndpointInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeEndpointConfigResponse describeEndpointConfig(DescribeEndpointConfigRequest describeEndpointConfigRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns the description of an endpoint configuration created using the CreateEndpointConfig API.
describeEndpointConfigRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeEndpointConfigResponse describeEndpointConfig(Consumer<DescribeEndpointConfigRequest.Builder> describeEndpointConfigRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns the description of an endpoint configuration created using the CreateEndpointConfig API.
This is a convenience which creates an instance of the DescribeEndpointConfigRequest.Builder avoiding the
need to create one manually via DescribeEndpointConfigRequest.builder()
describeEndpointConfigRequest - A Consumer that will call methods on DescribeEndpointConfigInput.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeExperimentResponse describeExperiment(DescribeExperimentRequest describeExperimentRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Provides a list of an experiment's properties.
describeExperimentRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeExperimentResponse describeExperiment(Consumer<DescribeExperimentRequest.Builder> describeExperimentRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Provides a list of an experiment's properties.
This is a convenience which creates an instance of the DescribeExperimentRequest.Builder avoiding the
need to create one manually via DescribeExperimentRequest.builder()
describeExperimentRequest - A Consumer that will call methods on DescribeExperimentRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeFlowDefinitionResponse describeFlowDefinition(DescribeFlowDefinitionRequest describeFlowDefinitionRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Returns information about the specified flow definition.
describeFlowDefinitionRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeFlowDefinitionResponse describeFlowDefinition(Consumer<DescribeFlowDefinitionRequest.Builder> describeFlowDefinitionRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Returns information about the specified flow definition.
This is a convenience which creates an instance of the DescribeFlowDefinitionRequest.Builder avoiding the
need to create one manually via DescribeFlowDefinitionRequest.builder()
describeFlowDefinitionRequest - A Consumer that will call methods on DescribeFlowDefinitionRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeHumanTaskUiResponse describeHumanTaskUi(DescribeHumanTaskUiRequest describeHumanTaskUiRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Returns information about the requested human task user interface (worker task template).
describeHumanTaskUiRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeHumanTaskUiResponse describeHumanTaskUi(Consumer<DescribeHumanTaskUiRequest.Builder> describeHumanTaskUiRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Returns information about the requested human task user interface (worker task template).
This is a convenience which creates an instance of the DescribeHumanTaskUiRequest.Builder avoiding the
need to create one manually via DescribeHumanTaskUiRequest.builder()
describeHumanTaskUiRequest - A Consumer that will call methods on DescribeHumanTaskUiRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeHyperParameterTuningJobResponse describeHyperParameterTuningJob(DescribeHyperParameterTuningJobRequest describeHyperParameterTuningJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Gets a description of a hyperparameter tuning job.
describeHyperParameterTuningJobRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeHyperParameterTuningJobResponse describeHyperParameterTuningJob(Consumer<DescribeHyperParameterTuningJobRequest.Builder> describeHyperParameterTuningJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Gets a description of a hyperparameter tuning job.
This is a convenience which creates an instance of the DescribeHyperParameterTuningJobRequest.Builder
avoiding the need to create one manually via DescribeHyperParameterTuningJobRequest.builder()
describeHyperParameterTuningJobRequest - A Consumer that will call methods on DescribeHyperParameterTuningJobRequest.Builder to
create a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeLabelingJobResponse describeLabelingJob(DescribeLabelingJobRequest describeLabelingJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Gets information about a labeling job.
describeLabelingJobRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeLabelingJobResponse describeLabelingJob(Consumer<DescribeLabelingJobRequest.Builder> describeLabelingJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Gets information about a labeling job.
This is a convenience which creates an instance of the DescribeLabelingJobRequest.Builder avoiding the
need to create one manually via DescribeLabelingJobRequest.builder()
describeLabelingJobRequest - A Consumer that will call methods on DescribeLabelingJobRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeModelResponse describeModel(DescribeModelRequest describeModelRequest) throws AwsServiceException, SdkClientException, SageMakerException
Describes a model that you created using the CreateModel API.
describeModelRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeModelResponse describeModel(Consumer<DescribeModelRequest.Builder> describeModelRequest) throws AwsServiceException, SdkClientException, SageMakerException
Describes a model that you created using the CreateModel API.
This is a convenience which creates an instance of the DescribeModelRequest.Builder avoiding the need to
create one manually via DescribeModelRequest.builder()
describeModelRequest - A Consumer that will call methods on DescribeModelInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeModelPackageResponse describeModelPackage(DescribeModelPackageRequest describeModelPackageRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns a description of the specified model package, which is used to create Amazon SageMaker models or list them on AWS Marketplace.
To create models in Amazon SageMaker, buyers can subscribe to model packages listed on AWS Marketplace.
describeModelPackageRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeModelPackageResponse describeModelPackage(Consumer<DescribeModelPackageRequest.Builder> describeModelPackageRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns a description of the specified model package, which is used to create Amazon SageMaker models or list them on AWS Marketplace.
To create models in Amazon SageMaker, buyers can subscribe to model packages listed on AWS Marketplace.
This is a convenience which creates an instance of the DescribeModelPackageRequest.Builder avoiding the
need to create one manually via DescribeModelPackageRequest.builder()
describeModelPackageRequest - A Consumer that will call methods on DescribeModelPackageInput.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeMonitoringScheduleResponse describeMonitoringSchedule(DescribeMonitoringScheduleRequest describeMonitoringScheduleRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Describes the schedule for a monitoring job.
describeMonitoringScheduleRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeMonitoringScheduleResponse describeMonitoringSchedule(Consumer<DescribeMonitoringScheduleRequest.Builder> describeMonitoringScheduleRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Describes the schedule for a monitoring job.
This is a convenience which creates an instance of the DescribeMonitoringScheduleRequest.Builder avoiding
the need to create one manually via DescribeMonitoringScheduleRequest.builder()
describeMonitoringScheduleRequest - A Consumer that will call methods on DescribeMonitoringScheduleRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeNotebookInstanceResponse describeNotebookInstance(DescribeNotebookInstanceRequest describeNotebookInstanceRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns information about a notebook instance.
describeNotebookInstanceRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeNotebookInstanceResponse describeNotebookInstance(Consumer<DescribeNotebookInstanceRequest.Builder> describeNotebookInstanceRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns information about a notebook instance.
This is a convenience which creates an instance of the DescribeNotebookInstanceRequest.Builder avoiding
the need to create one manually via DescribeNotebookInstanceRequest.builder()
describeNotebookInstanceRequest - A Consumer that will call methods on DescribeNotebookInstanceInput.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeNotebookInstanceLifecycleConfigResponse describeNotebookInstanceLifecycleConfig(DescribeNotebookInstanceLifecycleConfigRequest describeNotebookInstanceLifecycleConfigRequest) throws AwsServiceException, SdkClientException, SageMakerException
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.
describeNotebookInstanceLifecycleConfigRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeNotebookInstanceLifecycleConfigResponse describeNotebookInstanceLifecycleConfig(Consumer<DescribeNotebookInstanceLifecycleConfigRequest.Builder> describeNotebookInstanceLifecycleConfigRequest) throws AwsServiceException, SdkClientException, SageMakerException
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.Builder avoiding the need to create one manually via
DescribeNotebookInstanceLifecycleConfigRequest.builder()
describeNotebookInstanceLifecycleConfigRequest - A Consumer that will call methods on DescribeNotebookInstanceLifecycleConfigInput.Builder
to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeProcessingJobResponse describeProcessingJob(DescribeProcessingJobRequest describeProcessingJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Returns a description of a processing job.
describeProcessingJobRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeProcessingJobResponse describeProcessingJob(Consumer<DescribeProcessingJobRequest.Builder> describeProcessingJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Returns a description of a processing job.
This is a convenience which creates an instance of the DescribeProcessingJobRequest.Builder avoiding the
need to create one manually via DescribeProcessingJobRequest.builder()
describeProcessingJobRequest - A Consumer that will call methods on DescribeProcessingJobRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeSubscribedWorkteamResponse describeSubscribedWorkteam(DescribeSubscribedWorkteamRequest describeSubscribedWorkteamRequest) throws AwsServiceException, SdkClientException, SageMakerException
Gets information about a work team provided by a vendor. It returns details about the subscription with a vendor in the AWS Marketplace.
describeSubscribedWorkteamRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeSubscribedWorkteamResponse describeSubscribedWorkteam(Consumer<DescribeSubscribedWorkteamRequest.Builder> describeSubscribedWorkteamRequest) throws AwsServiceException, SdkClientException, SageMakerException
Gets information about a work team provided by a vendor. It returns details about the subscription with a vendor in the AWS Marketplace.
This is a convenience which creates an instance of the DescribeSubscribedWorkteamRequest.Builder avoiding
the need to create one manually via DescribeSubscribedWorkteamRequest.builder()
describeSubscribedWorkteamRequest - A Consumer that will call methods on DescribeSubscribedWorkteamRequest.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeTrainingJobResponse describeTrainingJob(DescribeTrainingJobRequest describeTrainingJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Returns information about a training job.
describeTrainingJobRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeTrainingJobResponse describeTrainingJob(Consumer<DescribeTrainingJobRequest.Builder> describeTrainingJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Returns information about a training job.
This is a convenience which creates an instance of the DescribeTrainingJobRequest.Builder avoiding the
need to create one manually via DescribeTrainingJobRequest.builder()
describeTrainingJobRequest - A Consumer that will call methods on DescribeTrainingJobRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeTransformJobResponse describeTransformJob(DescribeTransformJobRequest describeTransformJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Returns information about a transform job.
describeTransformJobRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeTransformJobResponse describeTransformJob(Consumer<DescribeTransformJobRequest.Builder> describeTransformJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Returns information about a transform job.
This is a convenience which creates an instance of the DescribeTransformJobRequest.Builder avoiding the
need to create one manually via DescribeTransformJobRequest.builder()
describeTransformJobRequest - A Consumer that will call methods on DescribeTransformJobRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeTrialResponse describeTrial(DescribeTrialRequest describeTrialRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Provides a list of a trial's properties.
describeTrialRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeTrialResponse describeTrial(Consumer<DescribeTrialRequest.Builder> describeTrialRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Provides a list of a trial's properties.
This is a convenience which creates an instance of the DescribeTrialRequest.Builder avoiding the need to
create one manually via DescribeTrialRequest.builder()
describeTrialRequest - A Consumer that will call methods on DescribeTrialRequest.Builder to create a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeTrialComponentResponse describeTrialComponent(DescribeTrialComponentRequest describeTrialComponentRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Provides a list of a trials component's properties.
describeTrialComponentRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeTrialComponentResponse describeTrialComponent(Consumer<DescribeTrialComponentRequest.Builder> describeTrialComponentRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Provides a list of a trials component's properties.
This is a convenience which creates an instance of the DescribeTrialComponentRequest.Builder avoiding the
need to create one manually via DescribeTrialComponentRequest.builder()
describeTrialComponentRequest - A Consumer that will call methods on DescribeTrialComponentRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeUserProfileResponse describeUserProfile(DescribeUserProfileRequest describeUserProfileRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Describes a user profile. For more information, see CreateUserProfile.
describeUserProfileRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeUserProfileResponse describeUserProfile(Consumer<DescribeUserProfileRequest.Builder> describeUserProfileRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Describes a user profile. For more information, see CreateUserProfile.
This is a convenience which creates an instance of the DescribeUserProfileRequest.Builder avoiding the
need to create one manually via DescribeUserProfileRequest.builder()
describeUserProfileRequest - A Consumer that will call methods on DescribeUserProfileRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeWorkforceResponse describeWorkforce(DescribeWorkforceRequest describeWorkforceRequest) throws AwsServiceException, SdkClientException, SageMakerException
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.
describeWorkforceRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeWorkforceResponse describeWorkforce(Consumer<DescribeWorkforceRequest.Builder> describeWorkforceRequest) throws AwsServiceException, SdkClientException, SageMakerException
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.Builder avoiding the need
to create one manually via DescribeWorkforceRequest.builder()
describeWorkforceRequest - A Consumer that will call methods on DescribeWorkforceRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeWorkteamResponse describeWorkteam(DescribeWorkteamRequest describeWorkteamRequest) throws AwsServiceException, SdkClientException, SageMakerException
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).
describeWorkteamRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DescribeWorkteamResponse describeWorkteam(Consumer<DescribeWorkteamRequest.Builder> describeWorkteamRequest) throws AwsServiceException, SdkClientException, SageMakerException
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.Builder avoiding the need
to create one manually via DescribeWorkteamRequest.builder()
describeWorkteamRequest - A Consumer that will call methods on DescribeWorkteamRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DisassociateTrialComponentResponse disassociateTrialComponent(DisassociateTrialComponentRequest disassociateTrialComponentRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Disassociates a trial component from a trial. This doesn't effect other trials the component is associated with. Before you can delete a component, you must disassociate the component from all trials it is associated with. To associate a trial component with a trial, call the AssociateTrialComponent API.
To get a list of the trials a component is associated with, use the Search API. Specify
ExperimentTrialComponent for the Resource parameter. The list appears in the response
under Results.TrialComponent.Parents.
disassociateTrialComponentRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault DisassociateTrialComponentResponse disassociateTrialComponent(Consumer<DisassociateTrialComponentRequest.Builder> disassociateTrialComponentRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Disassociates a trial component from a trial. This doesn't effect other trials the component is associated with. Before you can delete a component, you must disassociate the component from all trials it is associated with. To associate a trial component with a trial, call the AssociateTrialComponent API.
To get a list of the trials a component is associated with, use the Search API. Specify
ExperimentTrialComponent for the Resource parameter. The list appears in the response
under Results.TrialComponent.Parents.
This is a convenience which creates an instance of the DisassociateTrialComponentRequest.Builder avoiding
the need to create one manually via DisassociateTrialComponentRequest.builder()
disassociateTrialComponentRequest - A Consumer that will call methods on DisassociateTrialComponentRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault GetSearchSuggestionsResponse getSearchSuggestions(GetSearchSuggestionsRequest getSearchSuggestionsRequest) throws AwsServiceException, SdkClientException, SageMakerException
An auto-complete API for the search functionality in the Amazon SageMaker console. It returns suggestions of
possible matches for the property name to use in Search queries. Provides suggestions for
HyperParameters, Tags, and Metrics.
getSearchSuggestionsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault GetSearchSuggestionsResponse getSearchSuggestions(Consumer<GetSearchSuggestionsRequest.Builder> getSearchSuggestionsRequest) throws AwsServiceException, SdkClientException, SageMakerException
An auto-complete API for the search functionality in the Amazon SageMaker console. It returns suggestions of
possible matches for the property name to use in Search queries. Provides suggestions for
HyperParameters, Tags, and Metrics.
This is a convenience which creates an instance of the GetSearchSuggestionsRequest.Builder avoiding the
need to create one manually via GetSearchSuggestionsRequest.builder()
getSearchSuggestionsRequest - A Consumer that will call methods on GetSearchSuggestionsRequest.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListAlgorithmsResponse listAlgorithms() throws AwsServiceException, SdkClientException, SageMakerException
Lists the machine learning algorithms that have been 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.AwsServiceExceptionlistAlgorithms(ListAlgorithmsRequest),
AWS API
Documentationdefault ListAlgorithmsResponse listAlgorithms(ListAlgorithmsRequest listAlgorithmsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists the machine learning algorithms that have been created.
listAlgorithmsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListAlgorithmsResponse listAlgorithms(Consumer<ListAlgorithmsRequest.Builder> listAlgorithmsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists the machine learning algorithms that have been created.
This is a convenience which creates an instance of the ListAlgorithmsRequest.Builder avoiding the need to
create one manually via ListAlgorithmsRequest.builder()
listAlgorithmsRequest - A Consumer that will call methods on ListAlgorithmsInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListAlgorithmsIterable listAlgorithmsPaginator() throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will internally handle
making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListAlgorithmsIterable responses = client.listAlgorithmsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListAlgorithmsIterable responses = client
.listAlgorithmsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListAlgorithmsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListAlgorithmsIterable responses = client.listAlgorithmsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistAlgorithmsPaginator(ListAlgorithmsRequest),
AWS API
Documentationdefault ListAlgorithmsIterable listAlgorithmsPaginator(ListAlgorithmsRequest listAlgorithmsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will internally handle
making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListAlgorithmsIterable responses = client.listAlgorithmsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListAlgorithmsIterable responses = client
.listAlgorithmsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListAlgorithmsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListAlgorithmsIterable responses = client.listAlgorithmsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listAlgorithmsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListAlgorithmsIterable listAlgorithmsPaginator(Consumer<ListAlgorithmsRequest.Builder> listAlgorithmsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will internally handle
making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListAlgorithmsIterable responses = client.listAlgorithmsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListAlgorithmsIterable responses = client
.listAlgorithmsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListAlgorithmsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListAlgorithmsIterable responses = client.listAlgorithmsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the need to
create one manually via ListAlgorithmsRequest.builder()
listAlgorithmsRequest - A Consumer that will call methods on ListAlgorithmsInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListAppsResponse listApps(ListAppsRequest listAppsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists apps.
listAppsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListAppsResponse listApps(Consumer<ListAppsRequest.Builder> listAppsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists apps.
This is a convenience which creates an instance of the ListAppsRequest.Builder avoiding the need to
create one manually via ListAppsRequest.builder()
listAppsRequest - A Consumer that will call methods on ListAppsRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListAppsIterable listAppsPaginator(ListAppsRequest listAppsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists apps.
This is a variant of listApps(software.amazon.awssdk.services.sagemaker.model.ListAppsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListAppsIterable responses = client.listAppsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListAppsIterable responses = client.listAppsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListAppsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListAppsIterable responses = client.listAppsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listAppsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListAppsIterable listAppsPaginator(Consumer<ListAppsRequest.Builder> listAppsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists apps.
This is a variant of listApps(software.amazon.awssdk.services.sagemaker.model.ListAppsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListAppsIterable responses = client.listAppsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListAppsIterable responses = client.listAppsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListAppsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListAppsIterable responses = client.listAppsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the need to
create one manually via ListAppsRequest.builder()
listAppsRequest - A Consumer that will call methods on ListAppsRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListAutoMlJobsResponse listAutoMLJobs(ListAutoMlJobsRequest listAutoMlJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Request a list of jobs.
listAutoMlJobsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListAutoMlJobsResponse listAutoMLJobs(Consumer<ListAutoMlJobsRequest.Builder> listAutoMlJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Request a list of jobs.
This is a convenience which creates an instance of the ListAutoMlJobsRequest.Builder avoiding the need to
create one manually via ListAutoMlJobsRequest.builder()
listAutoMlJobsRequest - A Consumer that will call methods on ListAutoMLJobsRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListAutoMLJobsIterable listAutoMLJobsPaginator(ListAutoMlJobsRequest listAutoMlJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will internally handle
making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListAutoMLJobsIterable responses = client.listAutoMLJobsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListAutoMLJobsIterable responses = client
.listAutoMLJobsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListAutoMlJobsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListAutoMLJobsIterable responses = client.listAutoMLJobsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listAutoMlJobsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListAutoMLJobsIterable listAutoMLJobsPaginator(Consumer<ListAutoMlJobsRequest.Builder> listAutoMlJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will internally handle
making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListAutoMLJobsIterable responses = client.listAutoMLJobsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListAutoMLJobsIterable responses = client
.listAutoMLJobsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListAutoMlJobsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListAutoMLJobsIterable responses = client.listAutoMLJobsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the need to
create one manually via ListAutoMlJobsRequest.builder()
listAutoMlJobsRequest - A Consumer that will call methods on ListAutoMLJobsRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListCandidatesForAutoMlJobResponse listCandidatesForAutoMLJob(ListCandidatesForAutoMlJobRequest listCandidatesForAutoMlJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
List the Candidates created for the job.
listCandidatesForAutoMlJobRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListCandidatesForAutoMlJobResponse listCandidatesForAutoMLJob(Consumer<ListCandidatesForAutoMlJobRequest.Builder> listCandidatesForAutoMlJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
List the Candidates created for the job.
This is a convenience which creates an instance of the ListCandidatesForAutoMlJobRequest.Builder avoiding
the need to create one manually via ListCandidatesForAutoMlJobRequest.builder()
listCandidatesForAutoMlJobRequest - A Consumer that will call methods on ListCandidatesForAutoMLJobRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListCandidatesForAutoMLJobIterable listCandidatesForAutoMLJobPaginator(ListCandidatesForAutoMlJobRequest listCandidatesForAutoMlJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListCandidatesForAutoMLJobIterable responses = client.listCandidatesForAutoMLJobPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListCandidatesForAutoMLJobIterable responses = client
.listCandidatesForAutoMLJobPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListCandidatesForAutoMlJobResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListCandidatesForAutoMLJobIterable responses = client.listCandidatesForAutoMLJobPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listCandidatesForAutoMlJobRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListCandidatesForAutoMLJobIterable listCandidatesForAutoMLJobPaginator(Consumer<ListCandidatesForAutoMlJobRequest.Builder> listCandidatesForAutoMlJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListCandidatesForAutoMLJobIterable responses = client.listCandidatesForAutoMLJobPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListCandidatesForAutoMLJobIterable responses = client
.listCandidatesForAutoMLJobPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListCandidatesForAutoMlJobResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListCandidatesForAutoMLJobIterable responses = client.listCandidatesForAutoMLJobPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding
the need to create one manually via ListCandidatesForAutoMlJobRequest.builder()
listCandidatesForAutoMlJobRequest - A Consumer that will call methods on ListCandidatesForAutoMLJobRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListCodeRepositoriesResponse listCodeRepositories() throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of the Git repositories in your account.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistCodeRepositories(ListCodeRepositoriesRequest),
AWS
API Documentationdefault ListCodeRepositoriesResponse listCodeRepositories(ListCodeRepositoriesRequest listCodeRepositoriesRequest) throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of the Git repositories in your account.
listCodeRepositoriesRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListCodeRepositoriesResponse listCodeRepositories(Consumer<ListCodeRepositoriesRequest.Builder> listCodeRepositoriesRequest) throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of the Git repositories in your account.
This is a convenience which creates an instance of the ListCodeRepositoriesRequest.Builder avoiding the
need to create one manually via ListCodeRepositoriesRequest.builder()
listCodeRepositoriesRequest - A Consumer that will call methods on ListCodeRepositoriesInput.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListCodeRepositoriesIterable listCodeRepositoriesPaginator() throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListCodeRepositoriesIterable responses = client.listCodeRepositoriesPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListCodeRepositoriesIterable responses = client
.listCodeRepositoriesPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListCodeRepositoriesResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListCodeRepositoriesIterable responses = client.listCodeRepositoriesPaginator(request);
responses.iterator().forEachRemaining(....);
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.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistCodeRepositoriesPaginator(ListCodeRepositoriesRequest),
AWS
API Documentationdefault ListCodeRepositoriesIterable listCodeRepositoriesPaginator(ListCodeRepositoriesRequest listCodeRepositoriesRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListCodeRepositoriesIterable responses = client.listCodeRepositoriesPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListCodeRepositoriesIterable responses = client
.listCodeRepositoriesPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListCodeRepositoriesResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListCodeRepositoriesIterable responses = client.listCodeRepositoriesPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listCodeRepositoriesRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListCodeRepositoriesIterable listCodeRepositoriesPaginator(Consumer<ListCodeRepositoriesRequest.Builder> listCodeRepositoriesRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListCodeRepositoriesIterable responses = client.listCodeRepositoriesPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListCodeRepositoriesIterable responses = client
.listCodeRepositoriesPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListCodeRepositoriesResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListCodeRepositoriesIterable responses = client.listCodeRepositoriesPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the
need to create one manually via ListCodeRepositoriesRequest.builder()
listCodeRepositoriesRequest - A Consumer that will call methods on ListCodeRepositoriesInput.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListCompilationJobsResponse listCompilationJobs() throws AwsServiceException, SdkClientException, SageMakerException
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.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistCompilationJobs(ListCompilationJobsRequest),
AWS
API Documentationdefault ListCompilationJobsResponse listCompilationJobs(ListCompilationJobsRequest listCompilationJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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.
listCompilationJobsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListCompilationJobsResponse listCompilationJobs(Consumer<ListCompilationJobsRequest.Builder> listCompilationJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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.Builder avoiding the
need to create one manually via ListCompilationJobsRequest.builder()
listCompilationJobsRequest - A Consumer that will call methods on ListCompilationJobsRequest.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListCompilationJobsIterable listCompilationJobsPaginator() throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListCompilationJobsIterable responses = client.listCompilationJobsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListCompilationJobsIterable responses = client
.listCompilationJobsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListCompilationJobsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListCompilationJobsIterable responses = client.listCompilationJobsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistCompilationJobsPaginator(ListCompilationJobsRequest),
AWS
API Documentationdefault ListCompilationJobsIterable listCompilationJobsPaginator(ListCompilationJobsRequest listCompilationJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListCompilationJobsIterable responses = client.listCompilationJobsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListCompilationJobsIterable responses = client
.listCompilationJobsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListCompilationJobsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListCompilationJobsIterable responses = client.listCompilationJobsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listCompilationJobsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListCompilationJobsIterable listCompilationJobsPaginator(Consumer<ListCompilationJobsRequest.Builder> listCompilationJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListCompilationJobsIterable responses = client.listCompilationJobsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListCompilationJobsIterable responses = client
.listCompilationJobsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListCompilationJobsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListCompilationJobsIterable responses = client.listCompilationJobsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the
need to create one manually via ListCompilationJobsRequest.builder()
listCompilationJobsRequest - A Consumer that will call methods on ListCompilationJobsRequest.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListDomainsResponse listDomains(ListDomainsRequest listDomainsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists the domains.
listDomainsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListDomainsResponse listDomains(Consumer<ListDomainsRequest.Builder> listDomainsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists the domains.
This is a convenience which creates an instance of the ListDomainsRequest.Builder avoiding the need to
create one manually via ListDomainsRequest.builder()
listDomainsRequest - A Consumer that will call methods on ListDomainsRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListDomainsIterable listDomainsPaginator(ListDomainsRequest listDomainsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists the domains.
This is a variant of listDomains(software.amazon.awssdk.services.sagemaker.model.ListDomainsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListDomainsIterable responses = client.listDomainsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListDomainsIterable responses = client.listDomainsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListDomainsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListDomainsIterable responses = client.listDomainsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listDomainsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListDomainsIterable listDomainsPaginator(Consumer<ListDomainsRequest.Builder> listDomainsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists the domains.
This is a variant of listDomains(software.amazon.awssdk.services.sagemaker.model.ListDomainsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListDomainsIterable responses = client.listDomainsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListDomainsIterable responses = client.listDomainsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListDomainsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListDomainsIterable responses = client.listDomainsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the need to
create one manually via ListDomainsRequest.builder()
listDomainsRequest - A Consumer that will call methods on ListDomainsRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListEndpointConfigsResponse listEndpointConfigs() throws AwsServiceException, SdkClientException, SageMakerException
Lists endpoint configurations.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistEndpointConfigs(ListEndpointConfigsRequest),
AWS
API Documentationdefault ListEndpointConfigsResponse listEndpointConfigs(ListEndpointConfigsRequest listEndpointConfigsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists endpoint configurations.
listEndpointConfigsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListEndpointConfigsResponse listEndpointConfigs(Consumer<ListEndpointConfigsRequest.Builder> listEndpointConfigsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists endpoint configurations.
This is a convenience which creates an instance of the ListEndpointConfigsRequest.Builder avoiding the
need to create one manually via ListEndpointConfigsRequest.builder()
listEndpointConfigsRequest - A Consumer that will call methods on ListEndpointConfigsInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListEndpointConfigsIterable listEndpointConfigsPaginator() throws AwsServiceException, SdkClientException, SageMakerException
Lists endpoint configurations.
This is a variant of
listEndpointConfigs(software.amazon.awssdk.services.sagemaker.model.ListEndpointConfigsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListEndpointConfigsIterable responses = client.listEndpointConfigsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListEndpointConfigsIterable responses = client
.listEndpointConfigsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListEndpointConfigsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListEndpointConfigsIterable responses = client.listEndpointConfigsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistEndpointConfigsPaginator(ListEndpointConfigsRequest),
AWS
API Documentationdefault ListEndpointConfigsIterable listEndpointConfigsPaginator(ListEndpointConfigsRequest listEndpointConfigsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists endpoint configurations.
This is a variant of
listEndpointConfigs(software.amazon.awssdk.services.sagemaker.model.ListEndpointConfigsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListEndpointConfigsIterable responses = client.listEndpointConfigsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListEndpointConfigsIterable responses = client
.listEndpointConfigsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListEndpointConfigsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListEndpointConfigsIterable responses = client.listEndpointConfigsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listEndpointConfigsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListEndpointConfigsIterable listEndpointConfigsPaginator(Consumer<ListEndpointConfigsRequest.Builder> listEndpointConfigsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists endpoint configurations.
This is a variant of
listEndpointConfigs(software.amazon.awssdk.services.sagemaker.model.ListEndpointConfigsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListEndpointConfigsIterable responses = client.listEndpointConfigsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListEndpointConfigsIterable responses = client
.listEndpointConfigsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListEndpointConfigsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListEndpointConfigsIterable responses = client.listEndpointConfigsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the
need to create one manually via ListEndpointConfigsRequest.builder()
listEndpointConfigsRequest - A Consumer that will call methods on ListEndpointConfigsInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListEndpointsResponse listEndpoints() throws AwsServiceException, SdkClientException, SageMakerException
Lists endpoints.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistEndpoints(ListEndpointsRequest),
AWS API
Documentationdefault ListEndpointsResponse listEndpoints(ListEndpointsRequest listEndpointsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists endpoints.
listEndpointsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListEndpointsResponse listEndpoints(Consumer<ListEndpointsRequest.Builder> listEndpointsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists endpoints.
This is a convenience which creates an instance of the ListEndpointsRequest.Builder avoiding the need to
create one manually via ListEndpointsRequest.builder()
listEndpointsRequest - A Consumer that will call methods on ListEndpointsInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListEndpointsIterable listEndpointsPaginator() throws AwsServiceException, SdkClientException, SageMakerException
Lists endpoints.
This is a variant of listEndpoints(software.amazon.awssdk.services.sagemaker.model.ListEndpointsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListEndpointsIterable responses = client.listEndpointsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListEndpointsIterable responses = client.listEndpointsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListEndpointsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListEndpointsIterable responses = client.listEndpointsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistEndpointsPaginator(ListEndpointsRequest),
AWS API
Documentationdefault ListEndpointsIterable listEndpointsPaginator(ListEndpointsRequest listEndpointsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists endpoints.
This is a variant of listEndpoints(software.amazon.awssdk.services.sagemaker.model.ListEndpointsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListEndpointsIterable responses = client.listEndpointsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListEndpointsIterable responses = client.listEndpointsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListEndpointsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListEndpointsIterable responses = client.listEndpointsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listEndpointsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListEndpointsIterable listEndpointsPaginator(Consumer<ListEndpointsRequest.Builder> listEndpointsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists endpoints.
This is a variant of listEndpoints(software.amazon.awssdk.services.sagemaker.model.ListEndpointsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListEndpointsIterable responses = client.listEndpointsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListEndpointsIterable responses = client.listEndpointsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListEndpointsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListEndpointsIterable responses = client.listEndpointsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the need to
create one manually via ListEndpointsRequest.builder()
listEndpointsRequest - A Consumer that will call methods on ListEndpointsInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListExperimentsResponse listExperiments(ListExperimentsRequest listExperimentsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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.
listExperimentsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListExperimentsResponse listExperiments(Consumer<ListExperimentsRequest.Builder> listExperimentsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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.Builder avoiding the need
to create one manually via ListExperimentsRequest.builder()
listExperimentsRequest - A Consumer that will call methods on ListExperimentsRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListExperimentsIterable listExperimentsPaginator(ListExperimentsRequest listExperimentsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will internally handle
making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListExperimentsIterable responses = client.listExperimentsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListExperimentsIterable responses = client
.listExperimentsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListExperimentsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListExperimentsIterable responses = client.listExperimentsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listExperimentsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListExperimentsIterable listExperimentsPaginator(Consumer<ListExperimentsRequest.Builder> listExperimentsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will internally handle
making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListExperimentsIterable responses = client.listExperimentsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListExperimentsIterable responses = client
.listExperimentsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListExperimentsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListExperimentsIterable responses = client.listExperimentsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the need
to create one manually via ListExperimentsRequest.builder()
listExperimentsRequest - A Consumer that will call methods on ListExperimentsRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListFlowDefinitionsResponse listFlowDefinitions(ListFlowDefinitionsRequest listFlowDefinitionsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns information about the flow definitions in your account.
listFlowDefinitionsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListFlowDefinitionsResponse listFlowDefinitions(Consumer<ListFlowDefinitionsRequest.Builder> listFlowDefinitionsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns information about the flow definitions in your account.
This is a convenience which creates an instance of the ListFlowDefinitionsRequest.Builder avoiding the
need to create one manually via ListFlowDefinitionsRequest.builder()
listFlowDefinitionsRequest - A Consumer that will call methods on ListFlowDefinitionsRequest.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListFlowDefinitionsIterable listFlowDefinitionsPaginator(ListFlowDefinitionsRequest listFlowDefinitionsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListFlowDefinitionsIterable responses = client.listFlowDefinitionsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListFlowDefinitionsIterable responses = client
.listFlowDefinitionsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListFlowDefinitionsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListFlowDefinitionsIterable responses = client.listFlowDefinitionsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listFlowDefinitionsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListFlowDefinitionsIterable listFlowDefinitionsPaginator(Consumer<ListFlowDefinitionsRequest.Builder> listFlowDefinitionsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListFlowDefinitionsIterable responses = client.listFlowDefinitionsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListFlowDefinitionsIterable responses = client
.listFlowDefinitionsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListFlowDefinitionsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListFlowDefinitionsIterable responses = client.listFlowDefinitionsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the
need to create one manually via ListFlowDefinitionsRequest.builder()
listFlowDefinitionsRequest - A Consumer that will call methods on ListFlowDefinitionsRequest.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListHumanTaskUisResponse listHumanTaskUis(ListHumanTaskUisRequest listHumanTaskUisRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns information about the human task user interfaces in your account.
listHumanTaskUisRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListHumanTaskUisResponse listHumanTaskUis(Consumer<ListHumanTaskUisRequest.Builder> listHumanTaskUisRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns information about the human task user interfaces in your account.
This is a convenience which creates an instance of the ListHumanTaskUisRequest.Builder avoiding the need
to create one manually via ListHumanTaskUisRequest.builder()
listHumanTaskUisRequest - A Consumer that will call methods on ListHumanTaskUisRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListHumanTaskUisIterable listHumanTaskUisPaginator(ListHumanTaskUisRequest listHumanTaskUisRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will internally handle
making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListHumanTaskUisIterable responses = client.listHumanTaskUisPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListHumanTaskUisIterable responses = client
.listHumanTaskUisPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListHumanTaskUisResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListHumanTaskUisIterable responses = client.listHumanTaskUisPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listHumanTaskUisRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListHumanTaskUisIterable listHumanTaskUisPaginator(Consumer<ListHumanTaskUisRequest.Builder> listHumanTaskUisRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will internally handle
making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListHumanTaskUisIterable responses = client.listHumanTaskUisPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListHumanTaskUisIterable responses = client
.listHumanTaskUisPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListHumanTaskUisResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListHumanTaskUisIterable responses = client.listHumanTaskUisPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the need
to create one manually via ListHumanTaskUisRequest.builder()
listHumanTaskUisRequest - A Consumer that will call methods on ListHumanTaskUisRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListHyperParameterTuningJobsResponse listHyperParameterTuningJobs() throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of HyperParameterTuningJobSummary objects that describe the hyperparameter tuning jobs launched in your account.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistHyperParameterTuningJobs(ListHyperParameterTuningJobsRequest),
AWS API Documentationdefault ListHyperParameterTuningJobsResponse listHyperParameterTuningJobs(ListHyperParameterTuningJobsRequest listHyperParameterTuningJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of HyperParameterTuningJobSummary objects that describe the hyperparameter tuning jobs launched in your account.
listHyperParameterTuningJobsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListHyperParameterTuningJobsResponse listHyperParameterTuningJobs(Consumer<ListHyperParameterTuningJobsRequest.Builder> listHyperParameterTuningJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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.Builder
avoiding the need to create one manually via ListHyperParameterTuningJobsRequest.builder()
listHyperParameterTuningJobsRequest - A Consumer that will call methods on ListHyperParameterTuningJobsRequest.Builder to create
a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListHyperParameterTuningJobsIterable listHyperParameterTuningJobsPaginator() throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListHyperParameterTuningJobsIterable responses = client.listHyperParameterTuningJobsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListHyperParameterTuningJobsIterable responses = client
.listHyperParameterTuningJobsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListHyperParameterTuningJobsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListHyperParameterTuningJobsIterable responses = client.listHyperParameterTuningJobsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistHyperParameterTuningJobsPaginator(ListHyperParameterTuningJobsRequest),
AWS API Documentationdefault ListHyperParameterTuningJobsIterable listHyperParameterTuningJobsPaginator(ListHyperParameterTuningJobsRequest listHyperParameterTuningJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListHyperParameterTuningJobsIterable responses = client.listHyperParameterTuningJobsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListHyperParameterTuningJobsIterable responses = client
.listHyperParameterTuningJobsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListHyperParameterTuningJobsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListHyperParameterTuningJobsIterable responses = client.listHyperParameterTuningJobsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listHyperParameterTuningJobsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListHyperParameterTuningJobsIterable listHyperParameterTuningJobsPaginator(Consumer<ListHyperParameterTuningJobsRequest.Builder> listHyperParameterTuningJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListHyperParameterTuningJobsIterable responses = client.listHyperParameterTuningJobsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListHyperParameterTuningJobsIterable responses = client
.listHyperParameterTuningJobsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListHyperParameterTuningJobsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListHyperParameterTuningJobsIterable responses = client.listHyperParameterTuningJobsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder
avoiding the need to create one manually via ListHyperParameterTuningJobsRequest.builder()
listHyperParameterTuningJobsRequest - A Consumer that will call methods on ListHyperParameterTuningJobsRequest.Builder to create
a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListLabelingJobsResponse listLabelingJobs() throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of labeling jobs.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistLabelingJobs(ListLabelingJobsRequest),
AWS API
Documentationdefault ListLabelingJobsResponse listLabelingJobs(ListLabelingJobsRequest listLabelingJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of labeling jobs.
listLabelingJobsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListLabelingJobsResponse listLabelingJobs(Consumer<ListLabelingJobsRequest.Builder> listLabelingJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of labeling jobs.
This is a convenience which creates an instance of the ListLabelingJobsRequest.Builder avoiding the need
to create one manually via ListLabelingJobsRequest.builder()
listLabelingJobsRequest - A Consumer that will call methods on ListLabelingJobsRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListLabelingJobsIterable listLabelingJobsPaginator() throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will internally handle
making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsIterable responses = client.listLabelingJobsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsIterable responses = client
.listLabelingJobsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsIterable responses = client.listLabelingJobsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistLabelingJobsPaginator(ListLabelingJobsRequest),
AWS API
Documentationdefault ListLabelingJobsIterable listLabelingJobsPaginator(ListLabelingJobsRequest listLabelingJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will internally handle
making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsIterable responses = client.listLabelingJobsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsIterable responses = client
.listLabelingJobsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsIterable responses = client.listLabelingJobsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listLabelingJobsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListLabelingJobsIterable listLabelingJobsPaginator(Consumer<ListLabelingJobsRequest.Builder> listLabelingJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will internally handle
making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsIterable responses = client.listLabelingJobsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsIterable responses = client
.listLabelingJobsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsIterable responses = client.listLabelingJobsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the need
to create one manually via ListLabelingJobsRequest.builder()
listLabelingJobsRequest - A Consumer that will call methods on ListLabelingJobsRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListLabelingJobsForWorkteamResponse listLabelingJobsForWorkteam(ListLabelingJobsForWorkteamRequest listLabelingJobsForWorkteamRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Gets a list of labeling jobs assigned to a specified work team.
listLabelingJobsForWorkteamRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListLabelingJobsForWorkteamResponse listLabelingJobsForWorkteam(Consumer<ListLabelingJobsForWorkteamRequest.Builder> listLabelingJobsForWorkteamRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Gets a list of labeling jobs assigned to a specified work team.
This is a convenience which creates an instance of the ListLabelingJobsForWorkteamRequest.Builder
avoiding the need to create one manually via ListLabelingJobsForWorkteamRequest.builder()
listLabelingJobsForWorkteamRequest - A Consumer that will call methods on ListLabelingJobsForWorkteamRequest.Builder to create
a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListLabelingJobsForWorkteamIterable listLabelingJobsForWorkteamPaginator(ListLabelingJobsForWorkteamRequest listLabelingJobsForWorkteamRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsForWorkteamIterable responses = client.listLabelingJobsForWorkteamPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsForWorkteamIterable responses = client
.listLabelingJobsForWorkteamPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsForWorkteamResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsForWorkteamIterable responses = client.listLabelingJobsForWorkteamPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listLabelingJobsForWorkteamRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListLabelingJobsForWorkteamIterable listLabelingJobsForWorkteamPaginator(Consumer<ListLabelingJobsForWorkteamRequest.Builder> listLabelingJobsForWorkteamRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsForWorkteamIterable responses = client.listLabelingJobsForWorkteamPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsForWorkteamIterable responses = client
.listLabelingJobsForWorkteamPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListLabelingJobsForWorkteamResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListLabelingJobsForWorkteamIterable responses = client.listLabelingJobsForWorkteamPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder
avoiding the need to create one manually via ListLabelingJobsForWorkteamRequest.builder()
listLabelingJobsForWorkteamRequest - A Consumer that will call methods on ListLabelingJobsForWorkteamRequest.Builder to create
a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListModelPackagesResponse listModelPackages() throws AwsServiceException, SdkClientException, SageMakerException
Lists the model packages that have been 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.AwsServiceExceptionlistModelPackages(ListModelPackagesRequest),
AWS
API Documentationdefault ListModelPackagesResponse listModelPackages(ListModelPackagesRequest listModelPackagesRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists the model packages that have been created.
listModelPackagesRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListModelPackagesResponse listModelPackages(Consumer<ListModelPackagesRequest.Builder> listModelPackagesRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists the model packages that have been created.
This is a convenience which creates an instance of the ListModelPackagesRequest.Builder avoiding the need
to create one manually via ListModelPackagesRequest.builder()
listModelPackagesRequest - A Consumer that will call methods on ListModelPackagesInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListModelPackagesIterable listModelPackagesPaginator() throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will internally
handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListModelPackagesIterable responses = client.listModelPackagesPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListModelPackagesIterable responses = client
.listModelPackagesPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListModelPackagesResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListModelPackagesIterable responses = client.listModelPackagesPaginator(request);
responses.iterator().forEachRemaining(....);
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.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistModelPackagesPaginator(ListModelPackagesRequest),
AWS
API Documentationdefault ListModelPackagesIterable listModelPackagesPaginator(ListModelPackagesRequest listModelPackagesRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will internally
handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListModelPackagesIterable responses = client.listModelPackagesPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListModelPackagesIterable responses = client
.listModelPackagesPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListModelPackagesResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListModelPackagesIterable responses = client.listModelPackagesPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listModelPackagesRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListModelPackagesIterable listModelPackagesPaginator(Consumer<ListModelPackagesRequest.Builder> listModelPackagesRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will internally
handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListModelPackagesIterable responses = client.listModelPackagesPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListModelPackagesIterable responses = client
.listModelPackagesPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListModelPackagesResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListModelPackagesIterable responses = client.listModelPackagesPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the need
to create one manually via ListModelPackagesRequest.builder()
listModelPackagesRequest - A Consumer that will call methods on ListModelPackagesInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListModelsResponse listModels() throws AwsServiceException, SdkClientException, SageMakerException
Lists models created with the CreateModel API.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistModels(ListModelsRequest),
AWS API
Documentationdefault ListModelsResponse listModels(ListModelsRequest listModelsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists models created with the CreateModel API.
listModelsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListModelsResponse listModels(Consumer<ListModelsRequest.Builder> listModelsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists models created with the CreateModel API.
This is a convenience which creates an instance of the ListModelsRequest.Builder avoiding the need to
create one manually via ListModelsRequest.builder()
listModelsRequest - A Consumer that will call methods on ListModelsInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListModelsIterable listModelsPaginator() throws AwsServiceException, SdkClientException, SageMakerException
Lists models created with the CreateModel API.
This is a variant of listModels(software.amazon.awssdk.services.sagemaker.model.ListModelsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListModelsIterable responses = client.listModelsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListModelsIterable responses = client.listModelsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListModelsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListModelsIterable responses = client.listModelsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistModelsPaginator(ListModelsRequest),
AWS API
Documentationdefault ListModelsIterable listModelsPaginator(ListModelsRequest listModelsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists models created with the CreateModel API.
This is a variant of listModels(software.amazon.awssdk.services.sagemaker.model.ListModelsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListModelsIterable responses = client.listModelsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListModelsIterable responses = client.listModelsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListModelsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListModelsIterable responses = client.listModelsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listModelsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListModelsIterable listModelsPaginator(Consumer<ListModelsRequest.Builder> listModelsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists models created with the CreateModel API.
This is a variant of listModels(software.amazon.awssdk.services.sagemaker.model.ListModelsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListModelsIterable responses = client.listModelsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListModelsIterable responses = client.listModelsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListModelsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListModelsIterable responses = client.listModelsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the need to
create one manually via ListModelsRequest.builder()
listModelsRequest - A Consumer that will call methods on ListModelsInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListMonitoringExecutionsResponse listMonitoringExecutions(ListMonitoringExecutionsRequest listMonitoringExecutionsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns list of all monitoring job executions.
listMonitoringExecutionsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListMonitoringExecutionsResponse listMonitoringExecutions(Consumer<ListMonitoringExecutionsRequest.Builder> listMonitoringExecutionsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns list of all monitoring job executions.
This is a convenience which creates an instance of the ListMonitoringExecutionsRequest.Builder avoiding
the need to create one manually via ListMonitoringExecutionsRequest.builder()
listMonitoringExecutionsRequest - A Consumer that will call methods on ListMonitoringExecutionsRequest.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListMonitoringExecutionsIterable listMonitoringExecutionsPaginator(ListMonitoringExecutionsRequest listMonitoringExecutionsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringExecutionsIterable responses = client.listMonitoringExecutionsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringExecutionsIterable responses = client
.listMonitoringExecutionsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListMonitoringExecutionsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringExecutionsIterable responses = client.listMonitoringExecutionsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listMonitoringExecutionsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListMonitoringExecutionsIterable listMonitoringExecutionsPaginator(Consumer<ListMonitoringExecutionsRequest.Builder> listMonitoringExecutionsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringExecutionsIterable responses = client.listMonitoringExecutionsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringExecutionsIterable responses = client
.listMonitoringExecutionsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListMonitoringExecutionsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringExecutionsIterable responses = client.listMonitoringExecutionsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding
the need to create one manually via ListMonitoringExecutionsRequest.builder()
listMonitoringExecutionsRequest - A Consumer that will call methods on ListMonitoringExecutionsRequest.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListMonitoringSchedulesResponse listMonitoringSchedules(ListMonitoringSchedulesRequest listMonitoringSchedulesRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns list of all monitoring schedules.
listMonitoringSchedulesRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListMonitoringSchedulesResponse listMonitoringSchedules(Consumer<ListMonitoringSchedulesRequest.Builder> listMonitoringSchedulesRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns list of all monitoring schedules.
This is a convenience which creates an instance of the ListMonitoringSchedulesRequest.Builder avoiding
the need to create one manually via ListMonitoringSchedulesRequest.builder()
listMonitoringSchedulesRequest - A Consumer that will call methods on ListMonitoringSchedulesRequest.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListMonitoringSchedulesIterable listMonitoringSchedulesPaginator(ListMonitoringSchedulesRequest listMonitoringSchedulesRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringSchedulesIterable responses = client.listMonitoringSchedulesPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringSchedulesIterable responses = client
.listMonitoringSchedulesPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListMonitoringSchedulesResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringSchedulesIterable responses = client.listMonitoringSchedulesPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listMonitoringSchedulesRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListMonitoringSchedulesIterable listMonitoringSchedulesPaginator(Consumer<ListMonitoringSchedulesRequest.Builder> listMonitoringSchedulesRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringSchedulesIterable responses = client.listMonitoringSchedulesPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringSchedulesIterable responses = client
.listMonitoringSchedulesPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListMonitoringSchedulesResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListMonitoringSchedulesIterable responses = client.listMonitoringSchedulesPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding
the need to create one manually via ListMonitoringSchedulesRequest.builder()
listMonitoringSchedulesRequest - A Consumer that will call methods on ListMonitoringSchedulesRequest.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListNotebookInstanceLifecycleConfigsResponse listNotebookInstanceLifecycleConfigs() throws AwsServiceException, SdkClientException, SageMakerException
Lists notebook instance lifestyle configurations created with the CreateNotebookInstanceLifecycleConfig API.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistNotebookInstanceLifecycleConfigs(ListNotebookInstanceLifecycleConfigsRequest),
AWS API Documentationdefault ListNotebookInstanceLifecycleConfigsResponse listNotebookInstanceLifecycleConfigs(ListNotebookInstanceLifecycleConfigsRequest listNotebookInstanceLifecycleConfigsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists notebook instance lifestyle configurations created with the CreateNotebookInstanceLifecycleConfig API.
listNotebookInstanceLifecycleConfigsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListNotebookInstanceLifecycleConfigsResponse listNotebookInstanceLifecycleConfigs(Consumer<ListNotebookInstanceLifecycleConfigsRequest.Builder> listNotebookInstanceLifecycleConfigsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists notebook instance lifestyle configurations created with the CreateNotebookInstanceLifecycleConfig API.
This is a convenience which creates an instance of the
ListNotebookInstanceLifecycleConfigsRequest.Builder avoiding the need to create one manually via
ListNotebookInstanceLifecycleConfigsRequest.builder()
listNotebookInstanceLifecycleConfigsRequest - A Consumer that will call methods on ListNotebookInstanceLifecycleConfigsInput.Builder to
create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListNotebookInstanceLifecycleConfigsIterable listNotebookInstanceLifecycleConfigsPaginator() throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstanceLifecycleConfigsIterable responses = client.listNotebookInstanceLifecycleConfigsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstanceLifecycleConfigsIterable responses = client
.listNotebookInstanceLifecycleConfigsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListNotebookInstanceLifecycleConfigsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstanceLifecycleConfigsIterable responses = client.listNotebookInstanceLifecycleConfigsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistNotebookInstanceLifecycleConfigsPaginator(ListNotebookInstanceLifecycleConfigsRequest),
AWS API Documentationdefault ListNotebookInstanceLifecycleConfigsIterable listNotebookInstanceLifecycleConfigsPaginator(ListNotebookInstanceLifecycleConfigsRequest listNotebookInstanceLifecycleConfigsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstanceLifecycleConfigsIterable responses = client.listNotebookInstanceLifecycleConfigsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstanceLifecycleConfigsIterable responses = client
.listNotebookInstanceLifecycleConfigsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListNotebookInstanceLifecycleConfigsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstanceLifecycleConfigsIterable responses = client.listNotebookInstanceLifecycleConfigsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listNotebookInstanceLifecycleConfigsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListNotebookInstanceLifecycleConfigsIterable listNotebookInstanceLifecycleConfigsPaginator(Consumer<ListNotebookInstanceLifecycleConfigsRequest.Builder> listNotebookInstanceLifecycleConfigsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstanceLifecycleConfigsIterable responses = client.listNotebookInstanceLifecycleConfigsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstanceLifecycleConfigsIterable responses = client
.listNotebookInstanceLifecycleConfigsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListNotebookInstanceLifecycleConfigsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstanceLifecycleConfigsIterable responses = client.listNotebookInstanceLifecycleConfigsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the need to create one manually via
ListNotebookInstanceLifecycleConfigsRequest.builder()
listNotebookInstanceLifecycleConfigsRequest - A Consumer that will call methods on ListNotebookInstanceLifecycleConfigsInput.Builder to
create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListNotebookInstancesResponse listNotebookInstances() throws AwsServiceException, SdkClientException, SageMakerException
Returns a list of the Amazon SageMaker notebook instances in the requester's account in an AWS Region.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistNotebookInstances(ListNotebookInstancesRequest),
AWS API Documentationdefault ListNotebookInstancesResponse listNotebookInstances(ListNotebookInstancesRequest listNotebookInstancesRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns a list of the Amazon SageMaker notebook instances in the requester's account in an AWS Region.
listNotebookInstancesRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListNotebookInstancesResponse listNotebookInstances(Consumer<ListNotebookInstancesRequest.Builder> listNotebookInstancesRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns a list of the Amazon SageMaker notebook instances in the requester's account in an AWS Region.
This is a convenience which creates an instance of the ListNotebookInstancesRequest.Builder avoiding the
need to create one manually via ListNotebookInstancesRequest.builder()
listNotebookInstancesRequest - A Consumer that will call methods on ListNotebookInstancesInput.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListNotebookInstancesIterable listNotebookInstancesPaginator() throws AwsServiceException, SdkClientException, SageMakerException
Returns a list of the Amazon SageMaker notebook instances in the requester's account in an AWS Region.
This is a variant of
listNotebookInstances(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstancesRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstancesIterable responses = client.listNotebookInstancesPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstancesIterable responses = client
.listNotebookInstancesPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListNotebookInstancesResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstancesIterable responses = client.listNotebookInstancesPaginator(request);
responses.iterator().forEachRemaining(....);
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.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistNotebookInstancesPaginator(ListNotebookInstancesRequest),
AWS API Documentationdefault ListNotebookInstancesIterable listNotebookInstancesPaginator(ListNotebookInstancesRequest listNotebookInstancesRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns a list of the Amazon SageMaker notebook instances in the requester's account in an AWS Region.
This is a variant of
listNotebookInstances(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstancesRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstancesIterable responses = client.listNotebookInstancesPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstancesIterable responses = client
.listNotebookInstancesPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListNotebookInstancesResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstancesIterable responses = client.listNotebookInstancesPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listNotebookInstancesRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListNotebookInstancesIterable listNotebookInstancesPaginator(Consumer<ListNotebookInstancesRequest.Builder> listNotebookInstancesRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns a list of the Amazon SageMaker notebook instances in the requester's account in an AWS Region.
This is a variant of
listNotebookInstances(software.amazon.awssdk.services.sagemaker.model.ListNotebookInstancesRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstancesIterable responses = client.listNotebookInstancesPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstancesIterable responses = client
.listNotebookInstancesPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListNotebookInstancesResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListNotebookInstancesIterable responses = client.listNotebookInstancesPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the
need to create one manually via ListNotebookInstancesRequest.builder()
listNotebookInstancesRequest - A Consumer that will call methods on ListNotebookInstancesInput.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListProcessingJobsResponse listProcessingJobs(ListProcessingJobsRequest listProcessingJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists processing jobs that satisfy various filters.
listProcessingJobsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListProcessingJobsResponse listProcessingJobs(Consumer<ListProcessingJobsRequest.Builder> listProcessingJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists processing jobs that satisfy various filters.
This is a convenience which creates an instance of the ListProcessingJobsRequest.Builder avoiding the
need to create one manually via ListProcessingJobsRequest.builder()
listProcessingJobsRequest - A Consumer that will call methods on ListProcessingJobsRequest.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListProcessingJobsIterable listProcessingJobsPaginator(ListProcessingJobsRequest listProcessingJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will internally
handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListProcessingJobsIterable responses = client.listProcessingJobsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListProcessingJobsIterable responses = client
.listProcessingJobsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListProcessingJobsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListProcessingJobsIterable responses = client.listProcessingJobsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listProcessingJobsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListProcessingJobsIterable listProcessingJobsPaginator(Consumer<ListProcessingJobsRequest.Builder> listProcessingJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will internally
handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListProcessingJobsIterable responses = client.listProcessingJobsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListProcessingJobsIterable responses = client
.listProcessingJobsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListProcessingJobsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListProcessingJobsIterable responses = client.listProcessingJobsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the
need to create one manually via ListProcessingJobsRequest.builder()
listProcessingJobsRequest - A Consumer that will call methods on ListProcessingJobsRequest.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListSubscribedWorkteamsResponse listSubscribedWorkteams() throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of the work teams that you are subscribed to in the AWS Marketplace. The list may be empty if no work
team satisfies the filter specified in the NameContains parameter.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistSubscribedWorkteams(ListSubscribedWorkteamsRequest),
AWS API Documentationdefault ListSubscribedWorkteamsResponse listSubscribedWorkteams(ListSubscribedWorkteamsRequest listSubscribedWorkteamsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of the work teams that you are subscribed to in the AWS Marketplace. The list may be empty if no work
team satisfies the filter specified in the NameContains parameter.
listSubscribedWorkteamsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListSubscribedWorkteamsResponse listSubscribedWorkteams(Consumer<ListSubscribedWorkteamsRequest.Builder> listSubscribedWorkteamsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of the work teams that you are subscribed to in the AWS Marketplace. The list may be empty if no work
team satisfies the filter specified in the NameContains parameter.
This is a convenience which creates an instance of the ListSubscribedWorkteamsRequest.Builder avoiding
the need to create one manually via ListSubscribedWorkteamsRequest.builder()
listSubscribedWorkteamsRequest - A Consumer that will call methods on ListSubscribedWorkteamsRequest.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListSubscribedWorkteamsIterable listSubscribedWorkteamsPaginator() throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of the work teams that you are subscribed to in the AWS Marketplace. The list may be empty if no work
team satisfies the filter specified in the NameContains parameter.
This is a variant of
listSubscribedWorkteams(software.amazon.awssdk.services.sagemaker.model.ListSubscribedWorkteamsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListSubscribedWorkteamsIterable responses = client.listSubscribedWorkteamsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListSubscribedWorkteamsIterable responses = client
.listSubscribedWorkteamsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListSubscribedWorkteamsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListSubscribedWorkteamsIterable responses = client.listSubscribedWorkteamsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistSubscribedWorkteamsPaginator(ListSubscribedWorkteamsRequest),
AWS API Documentationdefault ListSubscribedWorkteamsIterable listSubscribedWorkteamsPaginator(ListSubscribedWorkteamsRequest listSubscribedWorkteamsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of the work teams that you are subscribed to in the AWS Marketplace. The list may be empty if no work
team satisfies the filter specified in the NameContains parameter.
This is a variant of
listSubscribedWorkteams(software.amazon.awssdk.services.sagemaker.model.ListSubscribedWorkteamsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListSubscribedWorkteamsIterable responses = client.listSubscribedWorkteamsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListSubscribedWorkteamsIterable responses = client
.listSubscribedWorkteamsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListSubscribedWorkteamsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListSubscribedWorkteamsIterable responses = client.listSubscribedWorkteamsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listSubscribedWorkteamsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListSubscribedWorkteamsIterable listSubscribedWorkteamsPaginator(Consumer<ListSubscribedWorkteamsRequest.Builder> listSubscribedWorkteamsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of the work teams that you are subscribed to in the AWS Marketplace. The list may be empty if no work
team satisfies the filter specified in the NameContains parameter.
This is a variant of
listSubscribedWorkteams(software.amazon.awssdk.services.sagemaker.model.ListSubscribedWorkteamsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListSubscribedWorkteamsIterable responses = client.listSubscribedWorkteamsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListSubscribedWorkteamsIterable responses = client
.listSubscribedWorkteamsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListSubscribedWorkteamsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListSubscribedWorkteamsIterable responses = client.listSubscribedWorkteamsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding
the need to create one manually via ListSubscribedWorkteamsRequest.builder()
listSubscribedWorkteamsRequest - A Consumer that will call methods on ListSubscribedWorkteamsRequest.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTagsResponse listTags(ListTagsRequest listTagsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns the tags for the specified Amazon SageMaker resource.
listTagsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTagsResponse listTags(Consumer<ListTagsRequest.Builder> listTagsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns the tags for the specified Amazon SageMaker resource.
This is a convenience which creates an instance of the ListTagsRequest.Builder avoiding the need to
create one manually via ListTagsRequest.builder()
listTagsRequest - A Consumer that will call methods on ListTagsInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTagsIterable listTagsPaginator(ListTagsRequest listTagsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns the tags for the specified Amazon SageMaker resource.
This is a variant of listTags(software.amazon.awssdk.services.sagemaker.model.ListTagsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListTagsIterable responses = client.listTagsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListTagsIterable responses = client.listTagsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListTagsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListTagsIterable responses = client.listTagsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listTagsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTagsIterable listTagsPaginator(Consumer<ListTagsRequest.Builder> listTagsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Returns the tags for the specified Amazon SageMaker resource.
This is a variant of listTags(software.amazon.awssdk.services.sagemaker.model.ListTagsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListTagsIterable responses = client.listTagsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListTagsIterable responses = client.listTagsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListTagsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListTagsIterable responses = client.listTagsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the need to
create one manually via ListTagsRequest.builder()
listTagsRequest - A Consumer that will call methods on ListTagsInput.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTrainingJobsResponse listTrainingJobs() throws AwsServiceException, SdkClientException, SageMakerException
Lists training jobs.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistTrainingJobs(ListTrainingJobsRequest),
AWS API
Documentationdefault ListTrainingJobsResponse listTrainingJobs(ListTrainingJobsRequest listTrainingJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists training jobs.
listTrainingJobsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTrainingJobsResponse listTrainingJobs(Consumer<ListTrainingJobsRequest.Builder> listTrainingJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists training jobs.
This is a convenience which creates an instance of the ListTrainingJobsRequest.Builder avoiding the need
to create one manually via ListTrainingJobsRequest.builder()
listTrainingJobsRequest - A Consumer that will call methods on ListTrainingJobsRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTrainingJobsIterable listTrainingJobsPaginator() throws AwsServiceException, SdkClientException, SageMakerException
Lists training jobs.
This is a variant of
listTrainingJobs(software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsRequest) operation. The
return type is a custom iterable that can be used to iterate through all the pages. SDK will internally handle
making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsIterable responses = client.listTrainingJobsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsIterable responses = client
.listTrainingJobsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsIterable responses = client.listTrainingJobsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistTrainingJobsPaginator(ListTrainingJobsRequest),
AWS API
Documentationdefault ListTrainingJobsIterable listTrainingJobsPaginator(ListTrainingJobsRequest listTrainingJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists training jobs.
This is a variant of
listTrainingJobs(software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsRequest) operation. The
return type is a custom iterable that can be used to iterate through all the pages. SDK will internally handle
making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsIterable responses = client.listTrainingJobsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsIterable responses = client
.listTrainingJobsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsIterable responses = client.listTrainingJobsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listTrainingJobsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTrainingJobsIterable listTrainingJobsPaginator(Consumer<ListTrainingJobsRequest.Builder> listTrainingJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists training jobs.
This is a variant of
listTrainingJobs(software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsRequest) operation. The
return type is a custom iterable that can be used to iterate through all the pages. SDK will internally handle
making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsIterable responses = client.listTrainingJobsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsIterable responses = client
.listTrainingJobsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsIterable responses = client.listTrainingJobsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the need
to create one manually via ListTrainingJobsRequest.builder()
listTrainingJobsRequest - A Consumer that will call methods on ListTrainingJobsRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTrainingJobsForHyperParameterTuningJobResponse listTrainingJobsForHyperParameterTuningJob(ListTrainingJobsForHyperParameterTuningJobRequest listTrainingJobsForHyperParameterTuningJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Gets a list of TrainingJobSummary objects that describe the training jobs that a hyperparameter tuning job launched.
listTrainingJobsForHyperParameterTuningJobRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTrainingJobsForHyperParameterTuningJobResponse listTrainingJobsForHyperParameterTuningJob(Consumer<ListTrainingJobsForHyperParameterTuningJobRequest.Builder> listTrainingJobsForHyperParameterTuningJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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.Builder avoiding the need to create one manually via
ListTrainingJobsForHyperParameterTuningJobRequest.builder()
listTrainingJobsForHyperParameterTuningJobRequest - A Consumer that will call methods on
ListTrainingJobsForHyperParameterTuningJobRequest.Builder to create a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTrainingJobsForHyperParameterTuningJobIterable listTrainingJobsForHyperParameterTuningJobPaginator(ListTrainingJobsForHyperParameterTuningJobRequest listTrainingJobsForHyperParameterTuningJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsForHyperParameterTuningJobIterable responses = client.listTrainingJobsForHyperParameterTuningJobPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsForHyperParameterTuningJobIterable responses = client
.listTrainingJobsForHyperParameterTuningJobPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsForHyperParameterTuningJobResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsForHyperParameterTuningJobIterable responses = client.listTrainingJobsForHyperParameterTuningJobPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listTrainingJobsForHyperParameterTuningJobRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTrainingJobsForHyperParameterTuningJobIterable listTrainingJobsForHyperParameterTuningJobPaginator(Consumer<ListTrainingJobsForHyperParameterTuningJobRequest.Builder> listTrainingJobsForHyperParameterTuningJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsForHyperParameterTuningJobIterable responses = client.listTrainingJobsForHyperParameterTuningJobPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsForHyperParameterTuningJobIterable responses = client
.listTrainingJobsForHyperParameterTuningJobPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListTrainingJobsForHyperParameterTuningJobResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListTrainingJobsForHyperParameterTuningJobIterable responses = client.listTrainingJobsForHyperParameterTuningJobPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the need to create one manually via
ListTrainingJobsForHyperParameterTuningJobRequest.builder()
listTrainingJobsForHyperParameterTuningJobRequest - A Consumer that will call methods on
ListTrainingJobsForHyperParameterTuningJobRequest.Builder to create a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTransformJobsResponse listTransformJobs() throws AwsServiceException, SdkClientException, SageMakerException
Lists transform jobs.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistTransformJobs(ListTransformJobsRequest),
AWS
API Documentationdefault ListTransformJobsResponse listTransformJobs(ListTransformJobsRequest listTransformJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists transform jobs.
listTransformJobsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTransformJobsResponse listTransformJobs(Consumer<ListTransformJobsRequest.Builder> listTransformJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists transform jobs.
This is a convenience which creates an instance of the ListTransformJobsRequest.Builder avoiding the need
to create one manually via ListTransformJobsRequest.builder()
listTransformJobsRequest - A Consumer that will call methods on ListTransformJobsRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTransformJobsIterable listTransformJobsPaginator() throws AwsServiceException, SdkClientException, SageMakerException
Lists transform jobs.
This is a variant of
listTransformJobs(software.amazon.awssdk.services.sagemaker.model.ListTransformJobsRequest) operation.
The return type is a custom iterable that can be used to iterate through all the pages. SDK will internally
handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListTransformJobsIterable responses = client.listTransformJobsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListTransformJobsIterable responses = client
.listTransformJobsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListTransformJobsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListTransformJobsIterable responses = client.listTransformJobsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistTransformJobsPaginator(ListTransformJobsRequest),
AWS
API Documentationdefault ListTransformJobsIterable listTransformJobsPaginator(ListTransformJobsRequest listTransformJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists transform jobs.
This is a variant of
listTransformJobs(software.amazon.awssdk.services.sagemaker.model.ListTransformJobsRequest) operation.
The return type is a custom iterable that can be used to iterate through all the pages. SDK will internally
handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListTransformJobsIterable responses = client.listTransformJobsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListTransformJobsIterable responses = client
.listTransformJobsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListTransformJobsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListTransformJobsIterable responses = client.listTransformJobsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listTransformJobsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTransformJobsIterable listTransformJobsPaginator(Consumer<ListTransformJobsRequest.Builder> listTransformJobsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists transform jobs.
This is a variant of
listTransformJobs(software.amazon.awssdk.services.sagemaker.model.ListTransformJobsRequest) operation.
The return type is a custom iterable that can be used to iterate through all the pages. SDK will internally
handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListTransformJobsIterable responses = client.listTransformJobsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListTransformJobsIterable responses = client
.listTransformJobsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListTransformJobsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListTransformJobsIterable responses = client.listTransformJobsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the need
to create one manually via ListTransformJobsRequest.builder()
listTransformJobsRequest - A Consumer that will call methods on ListTransformJobsRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTrialComponentsResponse listTrialComponents(ListTrialComponentsRequest listTrialComponentsRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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
listTrialComponentsRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTrialComponentsResponse listTrialComponents(Consumer<ListTrialComponentsRequest.Builder> listTrialComponentsRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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.Builder avoiding the
need to create one manually via ListTrialComponentsRequest.builder()
listTrialComponentsRequest - A Consumer that will call methods on ListTrialComponentsRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTrialComponentsIterable listTrialComponentsPaginator(ListTrialComponentsRequest listTrialComponentsRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListTrialComponentsIterable responses = client.listTrialComponentsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListTrialComponentsIterable responses = client
.listTrialComponentsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListTrialComponentsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListTrialComponentsIterable responses = client.listTrialComponentsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listTrialComponentsRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTrialComponentsIterable listTrialComponentsPaginator(Consumer<ListTrialComponentsRequest.Builder> listTrialComponentsRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListTrialComponentsIterable responses = client.listTrialComponentsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListTrialComponentsIterable responses = client
.listTrialComponentsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListTrialComponentsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListTrialComponentsIterable responses = client.listTrialComponentsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the
need to create one manually via ListTrialComponentsRequest.builder()
listTrialComponentsRequest - A Consumer that will call methods on ListTrialComponentsRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTrialsResponse listTrials(ListTrialsRequest listTrialsRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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.
listTrialsRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTrialsResponse listTrials(Consumer<ListTrialsRequest.Builder> listTrialsRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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.Builder avoiding the need to
create one manually via ListTrialsRequest.builder()
listTrialsRequest - A Consumer that will call methods on ListTrialsRequest.Builder to create a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTrialsIterable listTrialsPaginator(ListTrialsRequest listTrialsRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListTrialsIterable responses = client.listTrialsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListTrialsIterable responses = client.listTrialsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListTrialsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListTrialsIterable responses = client.listTrialsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listTrialsRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListTrialsIterable listTrialsPaginator(Consumer<ListTrialsRequest.Builder> listTrialsRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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 iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListTrialsIterable responses = client.listTrialsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListTrialsIterable responses = client.listTrialsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListTrialsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListTrialsIterable responses = client.listTrialsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the need to
create one manually via ListTrialsRequest.builder()
listTrialsRequest - A Consumer that will call methods on ListTrialsRequest.Builder to create a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListUserProfilesResponse listUserProfiles(ListUserProfilesRequest listUserProfilesRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists user profiles.
listUserProfilesRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListUserProfilesResponse listUserProfiles(Consumer<ListUserProfilesRequest.Builder> listUserProfilesRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists user profiles.
This is a convenience which creates an instance of the ListUserProfilesRequest.Builder avoiding the need
to create one manually via ListUserProfilesRequest.builder()
listUserProfilesRequest - A Consumer that will call methods on ListUserProfilesRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListUserProfilesIterable listUserProfilesPaginator(ListUserProfilesRequest listUserProfilesRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists user profiles.
This is a variant of
listUserProfiles(software.amazon.awssdk.services.sagemaker.model.ListUserProfilesRequest) operation. The
return type is a custom iterable that can be used to iterate through all the pages. SDK will internally handle
making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListUserProfilesIterable responses = client.listUserProfilesPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListUserProfilesIterable responses = client
.listUserProfilesPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListUserProfilesResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListUserProfilesIterable responses = client.listUserProfilesPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listUserProfilesRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListUserProfilesIterable listUserProfilesPaginator(Consumer<ListUserProfilesRequest.Builder> listUserProfilesRequest) throws AwsServiceException, SdkClientException, SageMakerException
Lists user profiles.
This is a variant of
listUserProfiles(software.amazon.awssdk.services.sagemaker.model.ListUserProfilesRequest) operation. The
return type is a custom iterable that can be used to iterate through all the pages. SDK will internally handle
making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListUserProfilesIterable responses = client.listUserProfilesPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListUserProfilesIterable responses = client
.listUserProfilesPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListUserProfilesResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListUserProfilesIterable responses = client.listUserProfilesPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the need
to create one manually via ListUserProfilesRequest.builder()
listUserProfilesRequest - A Consumer that will call methods on ListUserProfilesRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListWorkteamsResponse listWorkteams() throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of work teams that you have defined in a region. The list may be empty if no work team satisfies the
filter specified in the NameContains parameter.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistWorkteams(ListWorkteamsRequest),
AWS API
Documentationdefault ListWorkteamsResponse listWorkteams(ListWorkteamsRequest listWorkteamsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of work teams that you have defined in a region. The list may be empty if no work team satisfies the
filter specified in the NameContains parameter.
listWorkteamsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListWorkteamsResponse listWorkteams(Consumer<ListWorkteamsRequest.Builder> listWorkteamsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of work teams that you have defined in a region. The list may be empty if no work team satisfies the
filter specified in the NameContains parameter.
This is a convenience which creates an instance of the ListWorkteamsRequest.Builder avoiding the need to
create one manually via ListWorkteamsRequest.builder()
listWorkteamsRequest - A Consumer that will call methods on ListWorkteamsRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListWorkteamsIterable listWorkteamsPaginator() throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of work teams that you have defined in a region. The list may be empty if no work team satisfies the
filter specified in the NameContains parameter.
This is a variant of listWorkteams(software.amazon.awssdk.services.sagemaker.model.ListWorkteamsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListWorkteamsIterable responses = client.listWorkteamsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListWorkteamsIterable responses = client.listWorkteamsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListWorkteamsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListWorkteamsIterable responses = client.listWorkteamsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptionlistWorkteamsPaginator(ListWorkteamsRequest),
AWS API
Documentationdefault ListWorkteamsIterable listWorkteamsPaginator(ListWorkteamsRequest listWorkteamsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of work teams that you have defined in a region. The list may be empty if no work team satisfies the
filter specified in the NameContains parameter.
This is a variant of listWorkteams(software.amazon.awssdk.services.sagemaker.model.ListWorkteamsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListWorkteamsIterable responses = client.listWorkteamsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListWorkteamsIterable responses = client.listWorkteamsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListWorkteamsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListWorkteamsIterable responses = client.listWorkteamsPaginator(request);
responses.iterator().forEachRemaining(....);
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.
listWorkteamsRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault ListWorkteamsIterable listWorkteamsPaginator(Consumer<ListWorkteamsRequest.Builder> listWorkteamsRequest) throws AwsServiceException, SdkClientException, SageMakerException
Gets a list of work teams that you have defined in a region. The list may be empty if no work team satisfies the
filter specified in the NameContains parameter.
This is a variant of listWorkteams(software.amazon.awssdk.services.sagemaker.model.ListWorkteamsRequest)
operation. The return type is a custom iterable that can be used to iterate through all the pages. SDK will
internally handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.ListWorkteamsIterable responses = client.listWorkteamsPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.ListWorkteamsIterable responses = client.listWorkteamsPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.ListWorkteamsResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.ListWorkteamsIterable responses = client.listWorkteamsPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the need to
create one manually via ListWorkteamsRequest.builder()
listWorkteamsRequest - A Consumer that will call methods on ListWorkteamsRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault RenderUiTemplateResponse renderUiTemplate(RenderUiTemplateRequest renderUiTemplateRequest) throws AwsServiceException, SdkClientException, SageMakerException
Renders the UI template so that you can preview the worker's experience.
renderUiTemplateRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault RenderUiTemplateResponse renderUiTemplate(Consumer<RenderUiTemplateRequest.Builder> renderUiTemplateRequest) throws AwsServiceException, SdkClientException, SageMakerException
Renders the UI template so that you can preview the worker's experience.
This is a convenience which creates an instance of the RenderUiTemplateRequest.Builder avoiding the need
to create one manually via RenderUiTemplateRequest.builder()
renderUiTemplateRequest - A Consumer that will call methods on RenderUiTemplateRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault SearchResponse search(SearchRequest searchRequest) throws AwsServiceException, SdkClientException, SageMakerException
Finds Amazon SageMaker resources that match a search query. Matching resources are returned as a list of
SearchRecord objects in the response. You can sort the search results by any resource property in a
ascending or descending order.
You can query against the following value types: numeric, text, Boolean, and timestamp.
searchRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault SearchResponse search(Consumer<SearchRequest.Builder> searchRequest) throws AwsServiceException, SdkClientException, SageMakerException
Finds Amazon SageMaker resources that match a search query. Matching resources are returned as a list of
SearchRecord objects in the response. You can sort the search results by any resource property in a
ascending or descending order.
You can query against the following value types: numeric, text, Boolean, and timestamp.
This is a convenience which creates an instance of the SearchRequest.Builder avoiding the need to create
one manually via SearchRequest.builder()
searchRequest - A Consumer that will call methods on SearchRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault SearchIterable searchPaginator(SearchRequest searchRequest) throws AwsServiceException, SdkClientException, SageMakerException
Finds Amazon SageMaker resources that match a search query. Matching resources are returned as a list of
SearchRecord objects in the response. You can sort the search results by any resource property in a
ascending or descending order.
You can query against the following value types: numeric, text, Boolean, and timestamp.
This is a variant of search(software.amazon.awssdk.services.sagemaker.model.SearchRequest) operation.
The return type is a custom iterable that can be used to iterate through all the pages. SDK will internally
handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.SearchIterable responses = client.searchPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.SearchIterable responses = client.searchPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.SearchResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.SearchIterable responses = client.searchPaginator(request);
responses.iterator().forEachRemaining(....);
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.
searchRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault SearchIterable searchPaginator(Consumer<SearchRequest.Builder> searchRequest) throws AwsServiceException, SdkClientException, SageMakerException
Finds Amazon SageMaker resources that match a search query. Matching resources are returned as a list of
SearchRecord objects in the response. You can sort the search results by any resource property in a
ascending or descending order.
You can query against the following value types: numeric, text, Boolean, and timestamp.
This is a variant of search(software.amazon.awssdk.services.sagemaker.model.SearchRequest) operation.
The return type is a custom iterable that can be used to iterate through all the pages. SDK will internally
handle making service calls for you.
When this operation is called, a custom iterable is returned but no service calls are made yet. So there is no guarantee that the request is valid. As you iterate through the iterable, SDK will start lazily loading response pages by making service calls until there are no pages left or your iteration stops. If there are errors in your request, you will see the failures only after you start iterating through the iterable.
The following are few ways to iterate through the response pages:
1) Using a Stream
software.amazon.awssdk.services.sagemaker.paginators.SearchIterable responses = client.searchPaginator(request);
responses.stream().forEach(....);
2) Using For loop
{
@code
software.amazon.awssdk.services.sagemaker.paginators.SearchIterable responses = client.searchPaginator(request);
for (software.amazon.awssdk.services.sagemaker.model.SearchResponse response : responses) {
// do something;
}
}
3) Use iterator directly
software.amazon.awssdk.services.sagemaker.paginators.SearchIterable responses = client.searchPaginator(request);
responses.iterator().forEachRemaining(....);
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.Builder avoiding the need to create
one manually via SearchRequest.builder()
searchRequest - A Consumer that will call methods on SearchRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StartMonitoringScheduleResponse startMonitoringSchedule(StartMonitoringScheduleRequest startMonitoringScheduleRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Starts a previously stopped monitoring schedule.
New monitoring schedules are immediately started after creation.
startMonitoringScheduleRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StartMonitoringScheduleResponse startMonitoringSchedule(Consumer<StartMonitoringScheduleRequest.Builder> startMonitoringScheduleRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Starts a previously stopped monitoring schedule.
New monitoring schedules are immediately started after creation.
This is a convenience which creates an instance of the StartMonitoringScheduleRequest.Builder avoiding
the need to create one manually via StartMonitoringScheduleRequest.builder()
startMonitoringScheduleRequest - A Consumer that will call methods on StartMonitoringScheduleRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StartNotebookInstanceResponse startNotebookInstance(StartNotebookInstanceRequest startNotebookInstanceRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Launches an ML compute instance with the latest version of the libraries and attaches your ML storage volume.
After configuring the notebook instance, Amazon SageMaker sets the notebook instance status to
InService. A notebook instance's status must be InService before you can connect to
your Jupyter notebook.
startNotebookInstanceRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault StartNotebookInstanceResponse startNotebookInstance(Consumer<StartNotebookInstanceRequest.Builder> startNotebookInstanceRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Launches an ML compute instance with the latest version of the libraries and attaches your ML storage volume.
After configuring the notebook instance, Amazon SageMaker sets the notebook instance status to
InService. A notebook instance's status must be InService before you can connect to
your Jupyter notebook.
This is a convenience which creates an instance of the StartNotebookInstanceRequest.Builder avoiding the
need to create one manually via StartNotebookInstanceRequest.builder()
startNotebookInstanceRequest - A Consumer that will call methods on StartNotebookInstanceInput.Builder to create a
request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault StopAutoMlJobResponse stopAutoMLJob(StopAutoMlJobRequest stopAutoMlJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
A method for forcing the termination of a running job.
stopAutoMlJobRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StopAutoMlJobResponse stopAutoMLJob(Consumer<StopAutoMlJobRequest.Builder> stopAutoMlJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
A method for forcing the termination of a running job.
This is a convenience which creates an instance of the StopAutoMlJobRequest.Builder avoiding the need to
create one manually via StopAutoMlJobRequest.builder()
stopAutoMlJobRequest - A Consumer that will call methods on StopAutoMLJobRequest.Builder to create a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StopCompilationJobResponse stopCompilationJob(StopCompilationJobRequest stopCompilationJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Stops a model compilation job.
To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal. This gracefully shuts the job down. If the job hasn't stopped, it sends the SIGKILL signal.
When it receives a StopCompilationJob request, Amazon SageMaker changes the
CompilationJobSummary$CompilationJobStatus of the job to Stopping. After Amazon SageMaker
stops the job, it sets the CompilationJobSummary$CompilationJobStatus to Stopped.
stopCompilationJobRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StopCompilationJobResponse stopCompilationJob(Consumer<StopCompilationJobRequest.Builder> stopCompilationJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Stops a model compilation job.
To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal. This gracefully shuts the job down. If the job hasn't stopped, it sends the SIGKILL signal.
When it receives a StopCompilationJob request, Amazon SageMaker changes the
CompilationJobSummary$CompilationJobStatus of the job to Stopping. After Amazon SageMaker
stops the job, it sets the CompilationJobSummary$CompilationJobStatus to Stopped.
This is a convenience which creates an instance of the StopCompilationJobRequest.Builder avoiding the
need to create one manually via StopCompilationJobRequest.builder()
stopCompilationJobRequest - A Consumer that will call methods on StopCompilationJobRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StopHyperParameterTuningJobResponse stopHyperParameterTuningJob(StopHyperParameterTuningJobRequest stopHyperParameterTuningJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Stops a running hyperparameter tuning job and all running training jobs that the tuning job launched.
All model artifacts output from the training jobs are stored in Amazon Simple Storage Service (Amazon S3). All
data that the training jobs write to Amazon CloudWatch Logs are still available in CloudWatch. After the tuning
job moves to the Stopped state, it releases all reserved resources for the tuning job.
stopHyperParameterTuningJobRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StopHyperParameterTuningJobResponse stopHyperParameterTuningJob(Consumer<StopHyperParameterTuningJobRequest.Builder> stopHyperParameterTuningJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Stops a running hyperparameter tuning job and all running training jobs that the tuning job launched.
All model artifacts output from the training jobs are stored in Amazon Simple Storage Service (Amazon S3). All
data that the training jobs write to Amazon CloudWatch Logs are still available in CloudWatch. After the tuning
job moves to the Stopped state, it releases all reserved resources for the tuning job.
This is a convenience which creates an instance of the StopHyperParameterTuningJobRequest.Builder
avoiding the need to create one manually via StopHyperParameterTuningJobRequest.builder()
stopHyperParameterTuningJobRequest - A Consumer that will call methods on StopHyperParameterTuningJobRequest.Builder to create
a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StopLabelingJobResponse stopLabelingJob(StopLabelingJobRequest stopLabelingJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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.
stopLabelingJobRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StopLabelingJobResponse stopLabelingJob(Consumer<StopLabelingJobRequest.Builder> stopLabelingJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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.Builder avoiding the need
to create one manually via StopLabelingJobRequest.builder()
stopLabelingJobRequest - A Consumer that will call methods on StopLabelingJobRequest.Builder to create a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StopMonitoringScheduleResponse stopMonitoringSchedule(StopMonitoringScheduleRequest stopMonitoringScheduleRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Stops a previously started monitoring schedule.
stopMonitoringScheduleRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StopMonitoringScheduleResponse stopMonitoringSchedule(Consumer<StopMonitoringScheduleRequest.Builder> stopMonitoringScheduleRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Stops a previously started monitoring schedule.
This is a convenience which creates an instance of the StopMonitoringScheduleRequest.Builder avoiding the
need to create one manually via StopMonitoringScheduleRequest.builder()
stopMonitoringScheduleRequest - A Consumer that will call methods on StopMonitoringScheduleRequest.Builder to create a
request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StopNotebookInstanceResponse stopNotebookInstance(StopNotebookInstanceRequest stopNotebookInstanceRequest) throws AwsServiceException, SdkClientException, SageMakerException
Terminates the ML compute instance. Before terminating the instance, Amazon SageMaker disconnects the ML storage
volume from it. Amazon SageMaker preserves the ML storage volume. Amazon SageMaker stops charging you for the ML
compute instance when you call StopNotebookInstance.
To access data on the ML storage volume for a notebook instance that has been terminated, call the
StartNotebookInstance API. StartNotebookInstance launches another ML compute instance,
configures it, and attaches the preserved ML storage volume so you can continue your work.
stopNotebookInstanceRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StopNotebookInstanceResponse stopNotebookInstance(Consumer<StopNotebookInstanceRequest.Builder> stopNotebookInstanceRequest) throws AwsServiceException, SdkClientException, SageMakerException
Terminates the ML compute instance. Before terminating the instance, Amazon SageMaker disconnects the ML storage
volume from it. Amazon SageMaker preserves the ML storage volume. Amazon SageMaker stops charging you for the ML
compute instance when you call StopNotebookInstance.
To access data on the ML storage volume for a notebook instance that has been terminated, call the
StartNotebookInstance API. StartNotebookInstance launches another ML compute instance,
configures it, and attaches the preserved ML storage volume so you can continue your work.
This is a convenience which creates an instance of the StopNotebookInstanceRequest.Builder avoiding the
need to create one manually via StopNotebookInstanceRequest.builder()
stopNotebookInstanceRequest - A Consumer that will call methods on StopNotebookInstanceInput.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StopProcessingJobResponse stopProcessingJob(StopProcessingJobRequest stopProcessingJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Stops a processing job.
stopProcessingJobRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StopProcessingJobResponse stopProcessingJob(Consumer<StopProcessingJobRequest.Builder> stopProcessingJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Stops a processing job.
This is a convenience which creates an instance of the StopProcessingJobRequest.Builder avoiding the need
to create one manually via StopProcessingJobRequest.builder()
stopProcessingJobRequest - A Consumer that will call methods on StopProcessingJobRequest.Builder to create a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StopTrainingJobResponse stopTrainingJob(StopTrainingJobRequest stopTrainingJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Stops a training job. To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which
delays job termination for 120 seconds. Algorithms might use this 120-second window to save the model artifacts,
so the results of the training is not lost.
When it receives a StopTrainingJob request, Amazon SageMaker changes the status of the job to
Stopping. After Amazon SageMaker stops the job, it sets the status to Stopped.
stopTrainingJobRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StopTrainingJobResponse stopTrainingJob(Consumer<StopTrainingJobRequest.Builder> stopTrainingJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Stops a training job. To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which
delays job termination for 120 seconds. Algorithms might use this 120-second window to save the model artifacts,
so the results of the training is not lost.
When it receives a StopTrainingJob request, Amazon SageMaker changes the status of the job to
Stopping. After Amazon SageMaker stops the job, it sets the status to Stopped.
This is a convenience which creates an instance of the StopTrainingJobRequest.Builder avoiding the need
to create one manually via StopTrainingJobRequest.builder()
stopTrainingJobRequest - A Consumer that will call methods on StopTrainingJobRequest.Builder to create a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StopTransformJobResponse stopTransformJob(StopTransformJobRequest stopTransformJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Stops a transform job.
When Amazon SageMaker receives a StopTransformJob request, the status of the job changes to
Stopping. After Amazon SageMaker stops the job, the status is set to Stopped. When you
stop a transform job before it is completed, Amazon SageMaker doesn't store the job's output in Amazon S3.
stopTransformJobRequest - ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault StopTransformJobResponse stopTransformJob(Consumer<StopTransformJobRequest.Builder> stopTransformJobRequest) throws ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Stops a transform job.
When Amazon SageMaker receives a StopTransformJob request, the status of the job changes to
Stopping. After Amazon SageMaker stops the job, the status is set to Stopped. When you
stop a 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.Builder avoiding the need
to create one manually via StopTransformJobRequest.builder()
stopTransformJobRequest - A Consumer that will call methods on StopTransformJobRequest.Builder to create a request.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault UpdateCodeRepositoryResponse updateCodeRepository(UpdateCodeRepositoryRequest updateCodeRepositoryRequest) throws AwsServiceException, SdkClientException, SageMakerException
Updates the specified Git repository with the specified values.
updateCodeRepositoryRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault UpdateCodeRepositoryResponse updateCodeRepository(Consumer<UpdateCodeRepositoryRequest.Builder> updateCodeRepositoryRequest) throws AwsServiceException, SdkClientException, SageMakerException
Updates the specified Git repository with the specified values.
This is a convenience which creates an instance of the UpdateCodeRepositoryRequest.Builder avoiding the
need to create one manually via UpdateCodeRepositoryRequest.builder()
updateCodeRepositoryRequest - A Consumer that will call methods on UpdateCodeRepositoryInput.Builder to create a
request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault UpdateDomainResponse updateDomain(UpdateDomainRequest updateDomainRequest) throws ResourceLimitExceededException, ResourceInUseException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Updates the default settings for new user profiles in the domain.
updateDomainRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault UpdateDomainResponse updateDomain(Consumer<UpdateDomainRequest.Builder> updateDomainRequest) throws ResourceLimitExceededException, ResourceInUseException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Updates the default settings for new user profiles in the domain.
This is a convenience which creates an instance of the UpdateDomainRequest.Builder avoiding the need to
create one manually via UpdateDomainRequest.builder()
updateDomainRequest - A Consumer that will call methods on UpdateDomainRequest.Builder to create a request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault UpdateEndpointResponse updateEndpoint(UpdateEndpointRequest updateEndpointRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Deploys the new EndpointConfig specified in the request, switches to using newly created endpoint,
and then deletes resources provisioned for the endpoint using the previous EndpointConfig (there is
no availability loss).
When Amazon SageMaker receives the request, it sets the endpoint status to Updating. After updating
the endpoint, it sets the status to InService. To check the status of an endpoint, use the
DescribeEndpoint API.
You must not delete an EndpointConfig in use by an endpoint that is live or while the
UpdateEndpoint or CreateEndpoint operations are being performed on the endpoint. To
update an endpoint, you must create a new EndpointConfig.
If you delete the EndpointConfig of an endpoint that is active or being created or updated you may
lose visibility into the instance type the endpoint is using. The endpoint must be deleted in order to stop
incurring charges.
updateEndpointRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault UpdateEndpointResponse updateEndpoint(Consumer<UpdateEndpointRequest.Builder> updateEndpointRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Deploys the new EndpointConfig specified in the request, switches to using newly created endpoint,
and then deletes resources provisioned for the endpoint using the previous EndpointConfig (there is
no availability loss).
When Amazon SageMaker receives the request, it sets the endpoint status to Updating. After updating
the endpoint, it sets the status to InService. To check the status of an endpoint, use the
DescribeEndpoint API.
You must not delete an EndpointConfig in use by an endpoint that is live or while the
UpdateEndpoint or CreateEndpoint operations are being performed on the endpoint. To
update an endpoint, you must create a new EndpointConfig.
If you delete the EndpointConfig of an endpoint that is active or being created or updated you may
lose visibility into the instance type the endpoint is using. The endpoint must be deleted in order to stop
incurring charges.
This is a convenience which creates an instance of the UpdateEndpointRequest.Builder avoiding the need to
create one manually via UpdateEndpointRequest.builder()
updateEndpointRequest - A Consumer that will call methods on UpdateEndpointInput.Builder to create a request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault UpdateEndpointWeightsAndCapacitiesResponse updateEndpointWeightsAndCapacities(UpdateEndpointWeightsAndCapacitiesRequest updateEndpointWeightsAndCapacitiesRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
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, Amazon SageMaker sets the endpoint status to
Updating. After updating the endpoint, it sets the status to InService. To check the
status of an endpoint, use the DescribeEndpoint API.
updateEndpointWeightsAndCapacitiesRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault UpdateEndpointWeightsAndCapacitiesResponse updateEndpointWeightsAndCapacities(Consumer<UpdateEndpointWeightsAndCapacitiesRequest.Builder> updateEndpointWeightsAndCapacitiesRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
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, Amazon SageMaker sets the endpoint status to
Updating. After updating the endpoint, it sets the status to InService. To check the
status of an endpoint, use the DescribeEndpoint API.
This is a convenience which creates an instance of the UpdateEndpointWeightsAndCapacitiesRequest.Builder
avoiding the need to create one manually via UpdateEndpointWeightsAndCapacitiesRequest.builder()
updateEndpointWeightsAndCapacitiesRequest - A Consumer that will call methods on UpdateEndpointWeightsAndCapacitiesInput.Builder to
create a request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault UpdateExperimentResponse updateExperiment(UpdateExperimentRequest updateExperimentRequest) throws ConflictException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Adds, updates, or removes the description of an experiment. Updates the display name of an experiment.
updateExperimentRequest - ConflictException - There was a conflict when you attempted to modify an experiment, trial, or trial component.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault UpdateExperimentResponse updateExperiment(Consumer<UpdateExperimentRequest.Builder> updateExperimentRequest) throws ConflictException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
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.Builder avoiding the need
to create one manually via UpdateExperimentRequest.builder()
updateExperimentRequest - A Consumer that will call methods on UpdateExperimentRequest.Builder to create a request.ConflictException - There was a conflict when you attempted to modify an experiment, trial, or trial component.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault UpdateMonitoringScheduleResponse updateMonitoringSchedule(UpdateMonitoringScheduleRequest updateMonitoringScheduleRequest) throws ResourceLimitExceededException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Updates a previously created schedule.
updateMonitoringScheduleRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault UpdateMonitoringScheduleResponse updateMonitoringSchedule(Consumer<UpdateMonitoringScheduleRequest.Builder> updateMonitoringScheduleRequest) throws ResourceLimitExceededException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Updates a previously created schedule.
This is a convenience which creates an instance of the UpdateMonitoringScheduleRequest.Builder avoiding
the need to create one manually via UpdateMonitoringScheduleRequest.builder()
updateMonitoringScheduleRequest - A Consumer that will call methods on UpdateMonitoringScheduleRequest.Builder to create a
request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault UpdateNotebookInstanceResponse updateNotebookInstance(UpdateNotebookInstanceRequest updateNotebookInstanceRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
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.
updateNotebookInstanceRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault UpdateNotebookInstanceResponse updateNotebookInstance(Consumer<UpdateNotebookInstanceRequest.Builder> updateNotebookInstanceRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
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.Builder avoiding the
need to create one manually via UpdateNotebookInstanceRequest.builder()
updateNotebookInstanceRequest - A Consumer that will call methods on UpdateNotebookInstanceInput.Builder to create a
request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault UpdateNotebookInstanceLifecycleConfigResponse updateNotebookInstanceLifecycleConfig(UpdateNotebookInstanceLifecycleConfigRequest updateNotebookInstanceLifecycleConfigRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Updates a notebook instance lifecycle configuration created with the CreateNotebookInstanceLifecycleConfig API.
updateNotebookInstanceLifecycleConfigRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault UpdateNotebookInstanceLifecycleConfigResponse updateNotebookInstanceLifecycleConfig(Consumer<UpdateNotebookInstanceLifecycleConfigRequest.Builder> updateNotebookInstanceLifecycleConfigRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Updates a notebook instance lifecycle configuration created with the CreateNotebookInstanceLifecycleConfig API.
This is a convenience which creates an instance of the
UpdateNotebookInstanceLifecycleConfigRequest.Builder avoiding the need to create one manually via
UpdateNotebookInstanceLifecycleConfigRequest.builder()
updateNotebookInstanceLifecycleConfigRequest - A Consumer that will call methods on UpdateNotebookInstanceLifecycleConfigInput.Builder to
create a request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault UpdateTrialResponse updateTrial(UpdateTrialRequest updateTrialRequest) throws ConflictException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Updates the display name of a trial.
updateTrialRequest - ConflictException - There was a conflict when you attempted to modify an experiment, trial, or trial component.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault UpdateTrialResponse updateTrial(Consumer<UpdateTrialRequest.Builder> updateTrialRequest) throws ConflictException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Updates the display name of a trial.
This is a convenience which creates an instance of the UpdateTrialRequest.Builder avoiding the need to
create one manually via UpdateTrialRequest.builder()
updateTrialRequest - A Consumer that will call methods on UpdateTrialRequest.Builder to create a request.ConflictException - There was a conflict when you attempted to modify an experiment, trial, or trial component.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault UpdateTrialComponentResponse updateTrialComponent(UpdateTrialComponentRequest updateTrialComponentRequest) throws ConflictException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Updates one or more properties of a trial component.
updateTrialComponentRequest - ConflictException - There was a conflict when you attempted to modify an experiment, trial, or trial component.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault UpdateTrialComponentResponse updateTrialComponent(Consumer<UpdateTrialComponentRequest.Builder> updateTrialComponentRequest) throws ConflictException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Updates one or more properties of a trial component.
This is a convenience which creates an instance of the UpdateTrialComponentRequest.Builder avoiding the
need to create one manually via UpdateTrialComponentRequest.builder()
updateTrialComponentRequest - A Consumer that will call methods on UpdateTrialComponentRequest.Builder to create a
request.ConflictException - There was a conflict when you attempted to modify an experiment, trial, or trial component.ResourceNotFoundException - Resource being access is not found.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault UpdateUserProfileResponse updateUserProfile(UpdateUserProfileRequest updateUserProfileRequest) throws ResourceLimitExceededException, ResourceInUseException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Updates a user profile.
updateUserProfileRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault UpdateUserProfileResponse updateUserProfile(Consumer<UpdateUserProfileRequest.Builder> updateUserProfileRequest) throws ResourceLimitExceededException, ResourceInUseException, ResourceNotFoundException, AwsServiceException, SdkClientException, SageMakerException
Updates a user profile.
This is a convenience which creates an instance of the UpdateUserProfileRequest.Builder avoiding the need
to create one manually via UpdateUserProfileRequest.builder()
updateUserProfileRequest - A Consumer that will call methods on UpdateUserProfileRequest.Builder to create a request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault UpdateWorkforceResponse updateWorkforce(UpdateWorkforceRequest updateWorkforceRequest) throws AwsServiceException, SdkClientException, SageMakerException
Restricts access to tasks assigned to workers in the specified workforce to those within specific ranges 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 access and get a
Not Found error message on the worker portal. After restricting access with this operation, you can
see the allowed IP values for a private workforce with the operation.
This operation applies only to private workforces.
updateWorkforceRequest - SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault UpdateWorkforceResponse updateWorkforce(Consumer<UpdateWorkforceRequest.Builder> updateWorkforceRequest) throws AwsServiceException, SdkClientException, SageMakerException
Restricts access to tasks assigned to workers in the specified workforce to those within specific ranges 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 access and get a
Not Found error message on the worker portal. After restricting access with this operation, you can
see the allowed IP values for a private workforce with the operation.
This operation applies only to private workforces.
This is a convenience which creates an instance of the UpdateWorkforceRequest.Builder avoiding the need
to create one manually via UpdateWorkforceRequest.builder()
updateWorkforceRequest - A Consumer that will call methods on UpdateWorkforceRequest.Builder to create a request.SdkException - Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for
catch all scenarios.SdkClientException - If any client side error occurs such as an IO related failure, failure to get credentials, etc.SageMakerException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.AwsServiceExceptiondefault UpdateWorkteamResponse updateWorkteam(UpdateWorkteamRequest updateWorkteamRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Updates an existing work team with new member definitions or description.
updateWorkteamRequest - ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptiondefault UpdateWorkteamResponse updateWorkteam(Consumer<UpdateWorkteamRequest.Builder> updateWorkteamRequest) throws ResourceLimitExceededException, AwsServiceException, SdkClientException, SageMakerException
Updates an existing work team with new member definitions or description.
This is a convenience which creates an instance of the UpdateWorkteamRequest.Builder avoiding the need to
create one manually via UpdateWorkteamRequest.builder()
updateWorkteamRequest - A Consumer that will call methods on UpdateWorkteamRequest.Builder to create a request.ResourceLimitExceededException - You have exceeded an Amazon 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.AwsServiceExceptionstatic ServiceMetadata serviceMetadata()
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