| Package | Description |
|---|---|
| software.amazon.awssdk.services.sagemaker |
Provides APIs for creating and managing Amazon SageMaker resources.
|
| Modifier and Type | Method and Description |
|---|---|
default AssociateTrialComponentResponse |
SageMakerClient.associateTrialComponent(AssociateTrialComponentRequest associateTrialComponentRequest)
Associates a trial component with a trial.
|
default AssociateTrialComponentResponse |
SageMakerClient.associateTrialComponent(Consumer<AssociateTrialComponentRequest.Builder> associateTrialComponentRequest)
Associates a trial component with a trial.
|
default CreateAppResponse |
SageMakerClient.createApp(Consumer<CreateAppRequest.Builder> createAppRequest)
Creates a running App for the specified UserProfile.
|
default CreateAppResponse |
SageMakerClient.createApp(CreateAppRequest createAppRequest)
Creates a running App for the specified UserProfile.
|
default CreateAutoMlJobResponse |
SageMakerClient.createAutoMLJob(Consumer<CreateAutoMlJobRequest.Builder> createAutoMlJobRequest)
Creates an AutoPilot job.
|
default CreateAutoMlJobResponse |
SageMakerClient.createAutoMLJob(CreateAutoMlJobRequest createAutoMlJobRequest)
Creates an AutoPilot job.
|
default CreateCompilationJobResponse |
SageMakerClient.createCompilationJob(Consumer<CreateCompilationJobRequest.Builder> createCompilationJobRequest)
Starts a model compilation job.
|
default CreateCompilationJobResponse |
SageMakerClient.createCompilationJob(CreateCompilationJobRequest createCompilationJobRequest)
Starts a model compilation job.
|
default CreateDomainResponse |
SageMakerClient.createDomain(Consumer<CreateDomainRequest.Builder> createDomainRequest)
Creates a
Domain used by SageMaker Studio. |
default CreateDomainResponse |
SageMakerClient.createDomain(CreateDomainRequest createDomainRequest)
Creates a
Domain used by SageMaker Studio. |
default CreateEndpointResponse |
SageMakerClient.createEndpoint(Consumer<CreateEndpointRequest.Builder> createEndpointRequest)
Creates an endpoint using the endpoint configuration specified in the request.
|
default CreateEndpointResponse |
SageMakerClient.createEndpoint(CreateEndpointRequest createEndpointRequest)
Creates an endpoint using the endpoint configuration specified in the request.
|
default CreateEndpointConfigResponse |
SageMakerClient.createEndpointConfig(Consumer<CreateEndpointConfigRequest.Builder> createEndpointConfigRequest)
Creates an endpoint configuration that Amazon SageMaker hosting services uses to deploy models.
|
default CreateEndpointConfigResponse |
SageMakerClient.createEndpointConfig(CreateEndpointConfigRequest createEndpointConfigRequest)
Creates an endpoint configuration that Amazon SageMaker hosting services uses to deploy models.
|
default CreateExperimentResponse |
SageMakerClient.createExperiment(Consumer<CreateExperimentRequest.Builder> createExperimentRequest)
Creates an Amazon SageMaker experiment.
|
default CreateExperimentResponse |
SageMakerClient.createExperiment(CreateExperimentRequest createExperimentRequest)
Creates an Amazon SageMaker experiment.
|
default CreateFlowDefinitionResponse |
SageMakerClient.createFlowDefinition(Consumer<CreateFlowDefinitionRequest.Builder> createFlowDefinitionRequest)
Creates a flow definition.
|
default CreateFlowDefinitionResponse |
SageMakerClient.createFlowDefinition(CreateFlowDefinitionRequest createFlowDefinitionRequest)
Creates a flow definition.
|
default CreateHumanTaskUiResponse |
SageMakerClient.createHumanTaskUi(Consumer<CreateHumanTaskUiRequest.Builder> createHumanTaskUiRequest)
Defines the settings you will use for the human review workflow user interface.
|
default CreateHumanTaskUiResponse |
SageMakerClient.createHumanTaskUi(CreateHumanTaskUiRequest createHumanTaskUiRequest)
Defines the settings you will use for the human review workflow user interface.
|
default CreateHyperParameterTuningJobResponse |
SageMakerClient.createHyperParameterTuningJob(Consumer<CreateHyperParameterTuningJobRequest.Builder> createHyperParameterTuningJobRequest)
Starts a hyperparameter tuning job.
|
default CreateHyperParameterTuningJobResponse |
SageMakerClient.createHyperParameterTuningJob(CreateHyperParameterTuningJobRequest createHyperParameterTuningJobRequest)
Starts a hyperparameter tuning job.
|
default CreateLabelingJobResponse |
SageMakerClient.createLabelingJob(Consumer<CreateLabelingJobRequest.Builder> createLabelingJobRequest)
Creates a job that uses workers to label the data objects in your input dataset.
|
default CreateLabelingJobResponse |
SageMakerClient.createLabelingJob(CreateLabelingJobRequest createLabelingJobRequest)
Creates a job that uses workers to label the data objects in your input dataset.
|
default CreateModelResponse |
SageMakerClient.createModel(Consumer<CreateModelRequest.Builder> createModelRequest)
Creates a model in Amazon SageMaker.
|
default CreateModelResponse |
SageMakerClient.createModel(CreateModelRequest createModelRequest)
Creates a model in Amazon SageMaker.
|
default CreateMonitoringScheduleResponse |
SageMakerClient.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 |
SageMakerClient.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 |
SageMakerClient.createNotebookInstance(Consumer<CreateNotebookInstanceRequest.Builder> createNotebookInstanceRequest)
Creates an Amazon SageMaker notebook instance.
|
default CreateNotebookInstanceResponse |
SageMakerClient.createNotebookInstance(CreateNotebookInstanceRequest createNotebookInstanceRequest)
Creates an Amazon SageMaker notebook instance.
|
default CreateNotebookInstanceLifecycleConfigResponse |
SageMakerClient.createNotebookInstanceLifecycleConfig(Consumer<CreateNotebookInstanceLifecycleConfigRequest.Builder> createNotebookInstanceLifecycleConfigRequest)
Creates a lifecycle configuration that you can associate with a notebook instance.
|
default CreateNotebookInstanceLifecycleConfigResponse |
SageMakerClient.createNotebookInstanceLifecycleConfig(CreateNotebookInstanceLifecycleConfigRequest createNotebookInstanceLifecycleConfigRequest)
Creates a lifecycle configuration that you can associate with a notebook instance.
|
default CreateProcessingJobResponse |
SageMakerClient.createProcessingJob(Consumer<CreateProcessingJobRequest.Builder> createProcessingJobRequest)
Creates a processing job.
|
default CreateProcessingJobResponse |
SageMakerClient.createProcessingJob(CreateProcessingJobRequest createProcessingJobRequest)
Creates a processing job.
|
default CreateTrainingJobResponse |
SageMakerClient.createTrainingJob(Consumer<CreateTrainingJobRequest.Builder> createTrainingJobRequest)
Starts a model training job.
|
default CreateTrainingJobResponse |
SageMakerClient.createTrainingJob(CreateTrainingJobRequest createTrainingJobRequest)
Starts a model training job.
|
default CreateTransformJobResponse |
SageMakerClient.createTransformJob(Consumer<CreateTransformJobRequest.Builder> createTransformJobRequest)
Starts a transform job.
|
default CreateTransformJobResponse |
SageMakerClient.createTransformJob(CreateTransformJobRequest createTransformJobRequest)
Starts a transform job.
|
default CreateTrialResponse |
SageMakerClient.createTrial(Consumer<CreateTrialRequest.Builder> createTrialRequest)
Creates an Amazon SageMaker trial.
|
default CreateTrialResponse |
SageMakerClient.createTrial(CreateTrialRequest createTrialRequest)
Creates an Amazon SageMaker trial.
|
default CreateTrialComponentResponse |
SageMakerClient.createTrialComponent(Consumer<CreateTrialComponentRequest.Builder> createTrialComponentRequest)
Creates a trial component, which is a stage of a machine learning trial.
|
default CreateTrialComponentResponse |
SageMakerClient.createTrialComponent(CreateTrialComponentRequest createTrialComponentRequest)
Creates a trial component, which is a stage of a machine learning trial.
|
default CreateUserProfileResponse |
SageMakerClient.createUserProfile(Consumer<CreateUserProfileRequest.Builder> createUserProfileRequest)
Creates a user profile.
|
default CreateUserProfileResponse |
SageMakerClient.createUserProfile(CreateUserProfileRequest createUserProfileRequest)
Creates a user profile.
|
default CreateWorkteamResponse |
SageMakerClient.createWorkteam(Consumer<CreateWorkteamRequest.Builder> createWorkteamRequest)
Creates a new work team for labeling your data.
|
default CreateWorkteamResponse |
SageMakerClient.createWorkteam(CreateWorkteamRequest createWorkteamRequest)
Creates a new work team for labeling your data.
|
default DeleteWorkteamResponse |
SageMakerClient.deleteWorkteam(Consumer<DeleteWorkteamRequest.Builder> deleteWorkteamRequest)
Deletes an existing work team.
|
default DeleteWorkteamResponse |
SageMakerClient.deleteWorkteam(DeleteWorkteamRequest deleteWorkteamRequest)
Deletes an existing work team.
|
default StartNotebookInstanceResponse |
SageMakerClient.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 |
SageMakerClient.startNotebookInstance(StartNotebookInstanceRequest startNotebookInstanceRequest)
Launches an ML compute instance with the latest version of the libraries and attaches your ML storage volume.
|
default UpdateDomainResponse |
SageMakerClient.updateDomain(Consumer<UpdateDomainRequest.Builder> updateDomainRequest)
Updates the default settings for new user profiles in the domain.
|
default UpdateDomainResponse |
SageMakerClient.updateDomain(UpdateDomainRequest updateDomainRequest)
Updates the default settings for new user profiles in the domain.
|
default UpdateEndpointResponse |
SageMakerClient.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 |
SageMakerClient.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 |
SageMakerClient.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 |
SageMakerClient.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 UpdateMonitoringScheduleResponse |
SageMakerClient.updateMonitoringSchedule(Consumer<UpdateMonitoringScheduleRequest.Builder> updateMonitoringScheduleRequest)
Updates a previously created schedule.
|
default UpdateMonitoringScheduleResponse |
SageMakerClient.updateMonitoringSchedule(UpdateMonitoringScheduleRequest updateMonitoringScheduleRequest)
Updates a previously created schedule.
|
default UpdateNotebookInstanceResponse |
SageMakerClient.updateNotebookInstance(Consumer<UpdateNotebookInstanceRequest.Builder> updateNotebookInstanceRequest)
Updates a notebook instance.
|
default UpdateNotebookInstanceResponse |
SageMakerClient.updateNotebookInstance(UpdateNotebookInstanceRequest updateNotebookInstanceRequest)
Updates a notebook instance.
|
default UpdateNotebookInstanceLifecycleConfigResponse |
SageMakerClient.updateNotebookInstanceLifecycleConfig(Consumer<UpdateNotebookInstanceLifecycleConfigRequest.Builder> updateNotebookInstanceLifecycleConfigRequest)
Updates a notebook instance lifecycle configuration created with the CreateNotebookInstanceLifecycleConfig
API.
|
default UpdateNotebookInstanceLifecycleConfigResponse |
SageMakerClient.updateNotebookInstanceLifecycleConfig(UpdateNotebookInstanceLifecycleConfigRequest updateNotebookInstanceLifecycleConfigRequest)
Updates a notebook instance lifecycle configuration created with the CreateNotebookInstanceLifecycleConfig
API.
|
default UpdateUserProfileResponse |
SageMakerClient.updateUserProfile(Consumer<UpdateUserProfileRequest.Builder> updateUserProfileRequest)
Updates a user profile.
|
default UpdateUserProfileResponse |
SageMakerClient.updateUserProfile(UpdateUserProfileRequest updateUserProfileRequest)
Updates a user profile.
|
default UpdateWorkteamResponse |
SageMakerClient.updateWorkteam(Consumer<UpdateWorkteamRequest.Builder> updateWorkteamRequest)
Updates an existing work team with new member definitions or description.
|
default UpdateWorkteamResponse |
SageMakerClient.updateWorkteam(UpdateWorkteamRequest updateWorkteamRequest)
Updates an existing work team with new member definitions or description.
|
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