Class JobServiceGrpc.JobServiceFutureStub (3.14.0)

Version 3.14.0

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public static final class JobServiceGrpc.JobServiceFutureStub extends AbstractFutureStub<JobServiceGrpc.JobServiceFutureStub>

A service for creating and managing Vertex AI's jobs.

Inheritance

java.lang.Object > io.grpc.stub.AbstractStub > io.grpc.stub.AbstractFutureStub > JobServiceGrpc.JobServiceFutureStub

Inherited Members

io.grpc.stub.AbstractFutureStub.<T>newStub(io.grpc.stub.AbstractStub.StubFactory<T>,io.grpc.Channel)

io.grpc.stub.AbstractFutureStub.<T>newStub(io.grpc.stub.AbstractStub.StubFactory<T>,io.grpc.Channel,io.grpc.CallOptions)

io.grpc.stub.AbstractStub.<T>withOption(io.grpc.CallOptions.Key<T>,T)

io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)

io.grpc.stub.AbstractStub.getCallOptions()

io.grpc.stub.AbstractStub.getChannel()

io.grpc.stub.AbstractStub.withCallCredentials(io.grpc.CallCredentials)

io.grpc.stub.AbstractStub.withChannel(io.grpc.Channel)

io.grpc.stub.AbstractStub.withCompression(java.lang.String)

io.grpc.stub.AbstractStub.withDeadline(io.grpc.Deadline)

io.grpc.stub.AbstractStub.withDeadlineAfter(long,java.util.concurrent.TimeUnit)

io.grpc.stub.AbstractStub.withExecutor(java.util.concurrent.Executor)

io.grpc.stub.AbstractStub.withInterceptors(io.grpc.ClientInterceptor...)

io.grpc.stub.AbstractStub.withMaxInboundMessageSize(int)

io.grpc.stub.AbstractStub.withMaxOutboundMessageSize(int)

io.grpc.stub.AbstractStub.withWaitForReady()

Object.clone()

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.toString()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Methods

build(Channel channel, CallOptions callOptions)

protected JobServiceGrpc.JobServiceFutureStub build(Channel channel, CallOptions callOptions)

Parameters
Name	Description
channel	io.grpc.Channel
callOptions	io.grpc.CallOptions

Returns
Type	Description
JobServiceGrpc.JobServiceFutureStub

Overrides

io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)

cancelBatchPredictionJob(CancelBatchPredictionJobRequest request)

public ListenableFuture<Empty> cancelBatchPredictionJob(CancelBatchPredictionJobRequest request)

Cancels a BatchPredictionJob. Starts asynchronous cancellation on the BatchPredictionJob. The server makes the best effort to cancel the job, but success is not guaranteed. Clients can use JobService.GetBatchPredictionJob or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On a successful cancellation, the BatchPredictionJob is not deleted;instead its BatchPredictionJob.state is set to CANCELLED. Any files already outputted by the job are not deleted.

Parameter
Name	Description
request	CancelBatchPredictionJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<Empty>

cancelCustomJob(CancelCustomJobRequest request)

public ListenableFuture<Empty> cancelCustomJob(CancelCustomJobRequest request)

Cancels a CustomJob. Starts asynchronous cancellation on the CustomJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use JobService.GetCustomJob or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the CustomJob is not deleted; instead it becomes a job with a CustomJob.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED, and CustomJob.state is set to CANCELLED.

Parameter
Name	Description
request	CancelCustomJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<Empty>

cancelDataLabelingJob(CancelDataLabelingJobRequest request)

public ListenableFuture<Empty> cancelDataLabelingJob(CancelDataLabelingJobRequest request)

Cancels a DataLabelingJob. Success of cancellation is not guaranteed.

Parameter
Name	Description
request	CancelDataLabelingJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<Empty>

cancelHyperparameterTuningJob(CancelHyperparameterTuningJobRequest request)

public ListenableFuture<Empty> cancelHyperparameterTuningJob(CancelHyperparameterTuningJobRequest request)

Cancels a HyperparameterTuningJob. Starts asynchronous cancellation on the HyperparameterTuningJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use JobService.GetHyperparameterTuningJob or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the HyperparameterTuningJob is not deleted; instead it becomes a job with a HyperparameterTuningJob.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED, and HyperparameterTuningJob.state is set to CANCELLED.

Parameter
Name	Description
request	CancelHyperparameterTuningJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<Empty>

cancelNasJob(CancelNasJobRequest request)

public ListenableFuture<Empty> cancelNasJob(CancelNasJobRequest request)

Cancels a NasJob. Starts asynchronous cancellation on the NasJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use JobService.GetNasJob or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the NasJob is not deleted; instead it becomes a job with a NasJob.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED, and NasJob.state is set to CANCELLED.

Parameter
Name	Description
request	CancelNasJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<Empty>

createBatchPredictionJob(CreateBatchPredictionJobRequest request)

public ListenableFuture<BatchPredictionJob> createBatchPredictionJob(CreateBatchPredictionJobRequest request)

Creates a BatchPredictionJob. A BatchPredictionJob once created will right away be attempted to start.

Parameter
Name	Description
request	CreateBatchPredictionJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<BatchPredictionJob>

createCustomJob(CreateCustomJobRequest request)

public ListenableFuture<CustomJob> createCustomJob(CreateCustomJobRequest request)

Creates a CustomJob. A created CustomJob right away will be attempted to be run.

Parameter
Name	Description
request	CreateCustomJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<CustomJob>

createDataLabelingJob(CreateDataLabelingJobRequest request)

public ListenableFuture<DataLabelingJob> createDataLabelingJob(CreateDataLabelingJobRequest request)

Creates a DataLabelingJob.

Parameter
Name	Description
request	CreateDataLabelingJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<DataLabelingJob>

createHyperparameterTuningJob(CreateHyperparameterTuningJobRequest request)

public ListenableFuture<HyperparameterTuningJob> createHyperparameterTuningJob(CreateHyperparameterTuningJobRequest request)

Creates a HyperparameterTuningJob

Parameter
Name	Description
request	CreateHyperparameterTuningJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<HyperparameterTuningJob>

createModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest request)

public ListenableFuture<ModelDeploymentMonitoringJob> createModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest request)

Creates a ModelDeploymentMonitoringJob. It will run periodically on a configured interval.

Parameter
Name	Description
request	CreateModelDeploymentMonitoringJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<ModelDeploymentMonitoringJob>

createNasJob(CreateNasJobRequest request)

public ListenableFuture<NasJob> createNasJob(CreateNasJobRequest request)

Creates a NasJob

Parameter
Name	Description
request	CreateNasJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<NasJob>

deleteBatchPredictionJob(DeleteBatchPredictionJobRequest request)

public ListenableFuture<Operation> deleteBatchPredictionJob(DeleteBatchPredictionJobRequest request)

Deletes a BatchPredictionJob. Can only be called on jobs that already finished.

Parameter
Name	Description
request	DeleteBatchPredictionJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<Operation>

deleteCustomJob(DeleteCustomJobRequest request)

public ListenableFuture<Operation> deleteCustomJob(DeleteCustomJobRequest request)

Deletes a CustomJob.

Parameter
Name	Description
request	DeleteCustomJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<Operation>

deleteDataLabelingJob(DeleteDataLabelingJobRequest request)

public ListenableFuture<Operation> deleteDataLabelingJob(DeleteDataLabelingJobRequest request)

Deletes a DataLabelingJob.

Parameter
Name	Description
request	DeleteDataLabelingJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<Operation>

deleteHyperparameterTuningJob(DeleteHyperparameterTuningJobRequest request)

public ListenableFuture<Operation> deleteHyperparameterTuningJob(DeleteHyperparameterTuningJobRequest request)

Deletes a HyperparameterTuningJob.

Parameter
Name	Description
request	DeleteHyperparameterTuningJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<Operation>

deleteModelDeploymentMonitoringJob(DeleteModelDeploymentMonitoringJobRequest request)

public ListenableFuture<Operation> deleteModelDeploymentMonitoringJob(DeleteModelDeploymentMonitoringJobRequest request)

Deletes a ModelDeploymentMonitoringJob.

Parameter
Name	Description
request	DeleteModelDeploymentMonitoringJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<Operation>

deleteNasJob(DeleteNasJobRequest request)

public ListenableFuture<Operation> deleteNasJob(DeleteNasJobRequest request)

Deletes a NasJob.

Parameter
Name	Description
request	DeleteNasJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<Operation>

getBatchPredictionJob(GetBatchPredictionJobRequest request)

public ListenableFuture<BatchPredictionJob> getBatchPredictionJob(GetBatchPredictionJobRequest request)

Gets a BatchPredictionJob

Parameter
Name	Description
request	GetBatchPredictionJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<BatchPredictionJob>

getCustomJob(GetCustomJobRequest request)

public ListenableFuture<CustomJob> getCustomJob(GetCustomJobRequest request)

Gets a CustomJob.

Parameter
Name	Description
request	GetCustomJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<CustomJob>

getDataLabelingJob(GetDataLabelingJobRequest request)

public ListenableFuture<DataLabelingJob> getDataLabelingJob(GetDataLabelingJobRequest request)

Gets a DataLabelingJob.

Parameter
Name	Description
request	GetDataLabelingJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<DataLabelingJob>

getHyperparameterTuningJob(GetHyperparameterTuningJobRequest request)

public ListenableFuture<HyperparameterTuningJob> getHyperparameterTuningJob(GetHyperparameterTuningJobRequest request)

Gets a HyperparameterTuningJob

Parameter
Name	Description
request	GetHyperparameterTuningJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<HyperparameterTuningJob>

getModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request)

public ListenableFuture<ModelDeploymentMonitoringJob> getModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request)

Gets a ModelDeploymentMonitoringJob.

Parameter
Name	Description
request	GetModelDeploymentMonitoringJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<ModelDeploymentMonitoringJob>

getNasJob(GetNasJobRequest request)

public ListenableFuture<NasJob> getNasJob(GetNasJobRequest request)

Gets a NasJob

Parameter
Name	Description
request	GetNasJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<NasJob>

getNasTrialDetail(GetNasTrialDetailRequest request)

public ListenableFuture<NasTrialDetail> getNasTrialDetail(GetNasTrialDetailRequest request)

Gets a NasTrialDetail.

Parameter
Name	Description
request	GetNasTrialDetailRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<NasTrialDetail>

listBatchPredictionJobs(ListBatchPredictionJobsRequest request)

public ListenableFuture<ListBatchPredictionJobsResponse> listBatchPredictionJobs(ListBatchPredictionJobsRequest request)

Lists BatchPredictionJobs in a Location.

Parameter
Name	Description
request	ListBatchPredictionJobsRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<ListBatchPredictionJobsResponse>

listCustomJobs(ListCustomJobsRequest request)

public ListenableFuture<ListCustomJobsResponse> listCustomJobs(ListCustomJobsRequest request)

Lists CustomJobs in a Location.

Parameter
Name	Description
request	ListCustomJobsRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<ListCustomJobsResponse>

listDataLabelingJobs(ListDataLabelingJobsRequest request)

public ListenableFuture<ListDataLabelingJobsResponse> listDataLabelingJobs(ListDataLabelingJobsRequest request)

Lists DataLabelingJobs in a Location.

Parameter
Name	Description
request	ListDataLabelingJobsRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<ListDataLabelingJobsResponse>

listHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest request)

public ListenableFuture<ListHyperparameterTuningJobsResponse> listHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest request)

Lists HyperparameterTuningJobs in a Location.

Parameter
Name	Description
request	ListHyperparameterTuningJobsRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<ListHyperparameterTuningJobsResponse>

listModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest request)

public ListenableFuture<ListModelDeploymentMonitoringJobsResponse> listModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest request)

Lists ModelDeploymentMonitoringJobs in a Location.

Parameter
Name	Description
request	ListModelDeploymentMonitoringJobsRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<ListModelDeploymentMonitoringJobsResponse>

listNasJobs(ListNasJobsRequest request)

public ListenableFuture<ListNasJobsResponse> listNasJobs(ListNasJobsRequest request)

Lists NasJobs in a Location.

Parameter
Name	Description
request	ListNasJobsRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<ListNasJobsResponse>

listNasTrialDetails(ListNasTrialDetailsRequest request)

public ListenableFuture<ListNasTrialDetailsResponse> listNasTrialDetails(ListNasTrialDetailsRequest request)

List top NasTrialDetails of a NasJob.

Parameter
Name	Description
request	ListNasTrialDetailsRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<ListNasTrialDetailsResponse>

pauseModelDeploymentMonitoringJob(PauseModelDeploymentMonitoringJobRequest request)

public ListenableFuture<Empty> pauseModelDeploymentMonitoringJob(PauseModelDeploymentMonitoringJobRequest request)

Pauses a ModelDeploymentMonitoringJob. If the job is running, the server makes a best effort to cancel the job. Will mark ModelDeploymentMonitoringJob.state to 'PAUSED'.

Parameter
Name	Description
request	PauseModelDeploymentMonitoringJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<Empty>

resumeModelDeploymentMonitoringJob(ResumeModelDeploymentMonitoringJobRequest request)

public ListenableFuture<Empty> resumeModelDeploymentMonitoringJob(ResumeModelDeploymentMonitoringJobRequest request)

Resumes a paused ModelDeploymentMonitoringJob. It will start to run from next scheduled time. A deleted ModelDeploymentMonitoringJob can't be resumed.

Parameter
Name	Description
request	ResumeModelDeploymentMonitoringJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<Empty>

searchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest request)

public ListenableFuture<SearchModelDeploymentMonitoringStatsAnomaliesResponse> searchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest request)

Searches Model Monitoring Statistics generated within a given time window.

Parameter
Name	Description
request	SearchModelDeploymentMonitoringStatsAnomaliesRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<SearchModelDeploymentMonitoringStatsAnomaliesResponse>

updateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest request)

public ListenableFuture<Operation> updateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest request)

Updates a ModelDeploymentMonitoringJob.

Parameter
Name	Description
request	UpdateModelDeploymentMonitoringJobRequest

Returns
Type	Description
com.google.common.util.concurrent.ListenableFuture<Operation>