Class JobServiceGrpc.JobServiceImplBase (3.12.0)

public abstract static class JobServiceGrpc.JobServiceImplBase implements BindableService

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

Inheritance

java.lang.Object > JobServiceGrpc.JobServiceImplBase

Implements

io.grpc.BindableService

Inherited Members

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)

Constructors

JobServiceImplBase()

public JobServiceImplBase()

Methods

bindService()

public final ServerServiceDefinition bindService()

Returns

Type	Description
`io.grpc.ServerServiceDefinition`

cancelBatchPredictionJob(CancelBatchPredictionJobRequest request, StreamObserver<Empty> responseObserver)

public void cancelBatchPredictionJob(CancelBatchPredictionJobRequest request, StreamObserver<Empty> responseObserver)

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.

Parameters

Name	Description
`request`	`CancelBatchPredictionJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

cancelCustomJob(CancelCustomJobRequest request, StreamObserver<Empty> responseObserver)

public void cancelCustomJob(CancelCustomJobRequest request, StreamObserver<Empty> responseObserver)

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.

Parameters

Name	Description
`request`	`CancelCustomJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

cancelDataLabelingJob(CancelDataLabelingJobRequest request, StreamObserver<Empty> responseObserver)

public void cancelDataLabelingJob(CancelDataLabelingJobRequest request, StreamObserver<Empty> responseObserver)

Cancels a DataLabelingJob. Success of cancellation is not guaranteed.

Parameters

Name	Description
`request`	`CancelDataLabelingJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

cancelHyperparameterTuningJob(CancelHyperparameterTuningJobRequest request, StreamObserver<Empty> responseObserver)

public void cancelHyperparameterTuningJob(CancelHyperparameterTuningJobRequest request, StreamObserver<Empty> responseObserver)

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.

Parameters

Name	Description
`request`	`CancelHyperparameterTuningJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

cancelNasJob(CancelNasJobRequest request, StreamObserver<Empty> responseObserver)

public void cancelNasJob(CancelNasJobRequest request, StreamObserver<Empty> responseObserver)

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.

Parameters

Name	Description
`request`	`CancelNasJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

createBatchPredictionJob(CreateBatchPredictionJobRequest request, StreamObserver<BatchPredictionJob> responseObserver)

public void createBatchPredictionJob(CreateBatchPredictionJobRequest request, StreamObserver<BatchPredictionJob> responseObserver)

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

Parameters

Name	Description
`request`	`CreateBatchPredictionJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<BatchPredictionJob>`

createCustomJob(CreateCustomJobRequest request, StreamObserver<CustomJob> responseObserver)

public void createCustomJob(CreateCustomJobRequest request, StreamObserver<CustomJob> responseObserver)

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

Parameters

Name	Description
`request`	`CreateCustomJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<CustomJob>`

createDataLabelingJob(CreateDataLabelingJobRequest request, StreamObserver<DataLabelingJob> responseObserver)

public void createDataLabelingJob(CreateDataLabelingJobRequest request, StreamObserver<DataLabelingJob> responseObserver)

Creates a DataLabelingJob.

Parameters

Name	Description
`request`	`CreateDataLabelingJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<DataLabelingJob>`

createHyperparameterTuningJob(CreateHyperparameterTuningJobRequest request, StreamObserver<HyperparameterTuningJob> responseObserver)

public void createHyperparameterTuningJob(CreateHyperparameterTuningJobRequest request, StreamObserver<HyperparameterTuningJob> responseObserver)

Creates a HyperparameterTuningJob

Parameters

Name	Description
`request`	`CreateHyperparameterTuningJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<HyperparameterTuningJob>`

createModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest request, StreamObserver<ModelDeploymentMonitoringJob> responseObserver)

public void createModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest request, StreamObserver<ModelDeploymentMonitoringJob> responseObserver)

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

Parameters

Name	Description
`request`	`CreateModelDeploymentMonitoringJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ModelDeploymentMonitoringJob>`

createNasJob(CreateNasJobRequest request, StreamObserver<NasJob> responseObserver)

public void createNasJob(CreateNasJobRequest request, StreamObserver<NasJob> responseObserver)

Creates a NasJob

Parameters

Name	Description
`request`	`CreateNasJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<NasJob>`

deleteBatchPredictionJob(DeleteBatchPredictionJobRequest request, StreamObserver<Operation> responseObserver)

public void deleteBatchPredictionJob(DeleteBatchPredictionJobRequest request, StreamObserver<Operation> responseObserver)

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

Parameters

Name	Description
`request`	`DeleteBatchPredictionJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`

deleteCustomJob(DeleteCustomJobRequest request, StreamObserver<Operation> responseObserver)

public void deleteCustomJob(DeleteCustomJobRequest request, StreamObserver<Operation> responseObserver)

Deletes a CustomJob.

Parameters

Name	Description
`request`	`DeleteCustomJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`

deleteDataLabelingJob(DeleteDataLabelingJobRequest request, StreamObserver<Operation> responseObserver)

public void deleteDataLabelingJob(DeleteDataLabelingJobRequest request, StreamObserver<Operation> responseObserver)

Deletes a DataLabelingJob.

Parameters

Name	Description
`request`	`DeleteDataLabelingJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`

deleteHyperparameterTuningJob(DeleteHyperparameterTuningJobRequest request, StreamObserver<Operation> responseObserver)

public void deleteHyperparameterTuningJob(DeleteHyperparameterTuningJobRequest request, StreamObserver<Operation> responseObserver)

Deletes a HyperparameterTuningJob.

Parameters

Name	Description
`request`	`DeleteHyperparameterTuningJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`

deleteModelDeploymentMonitoringJob(DeleteModelDeploymentMonitoringJobRequest request, StreamObserver<Operation> responseObserver)

public void deleteModelDeploymentMonitoringJob(DeleteModelDeploymentMonitoringJobRequest request, StreamObserver<Operation> responseObserver)

Deletes a ModelDeploymentMonitoringJob.

Parameters

Name	Description
`request`	`DeleteModelDeploymentMonitoringJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`

deleteNasJob(DeleteNasJobRequest request, StreamObserver<Operation> responseObserver)

public void deleteNasJob(DeleteNasJobRequest request, StreamObserver<Operation> responseObserver)

Deletes a NasJob.

Parameters

Name	Description
`request`	`DeleteNasJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`

getBatchPredictionJob(GetBatchPredictionJobRequest request, StreamObserver<BatchPredictionJob> responseObserver)

public void getBatchPredictionJob(GetBatchPredictionJobRequest request, StreamObserver<BatchPredictionJob> responseObserver)

Gets a BatchPredictionJob

Parameters

Name	Description
`request`	`GetBatchPredictionJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<BatchPredictionJob>`

getCustomJob(GetCustomJobRequest request, StreamObserver<CustomJob> responseObserver)

public void getCustomJob(GetCustomJobRequest request, StreamObserver<CustomJob> responseObserver)

Gets a CustomJob.

Parameters

Name	Description
`request`	`GetCustomJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<CustomJob>`

getDataLabelingJob(GetDataLabelingJobRequest request, StreamObserver<DataLabelingJob> responseObserver)

public void getDataLabelingJob(GetDataLabelingJobRequest request, StreamObserver<DataLabelingJob> responseObserver)

Gets a DataLabelingJob.

Parameters

Name	Description
`request`	`GetDataLabelingJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<DataLabelingJob>`

getHyperparameterTuningJob(GetHyperparameterTuningJobRequest request, StreamObserver<HyperparameterTuningJob> responseObserver)

public void getHyperparameterTuningJob(GetHyperparameterTuningJobRequest request, StreamObserver<HyperparameterTuningJob> responseObserver)

Gets a HyperparameterTuningJob

Parameters

Name	Description
`request`	`GetHyperparameterTuningJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<HyperparameterTuningJob>`

getModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request, StreamObserver<ModelDeploymentMonitoringJob> responseObserver)

public void getModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request, StreamObserver<ModelDeploymentMonitoringJob> responseObserver)

Gets a ModelDeploymentMonitoringJob.

Parameters

Name	Description
`request`	`GetModelDeploymentMonitoringJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ModelDeploymentMonitoringJob>`

getNasJob(GetNasJobRequest request, StreamObserver<NasJob> responseObserver)

public void getNasJob(GetNasJobRequest request, StreamObserver<NasJob> responseObserver)

Gets a NasJob

Parameters

Name	Description
`request`	`GetNasJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<NasJob>`

getNasTrialDetail(GetNasTrialDetailRequest request, StreamObserver<NasTrialDetail> responseObserver)

public void getNasTrialDetail(GetNasTrialDetailRequest request, StreamObserver<NasTrialDetail> responseObserver)

Gets a NasTrialDetail.

Parameters

Name	Description
`request`	`GetNasTrialDetailRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<NasTrialDetail>`

listBatchPredictionJobs(ListBatchPredictionJobsRequest request, StreamObserver<ListBatchPredictionJobsResponse> responseObserver)

public void listBatchPredictionJobs(ListBatchPredictionJobsRequest request, StreamObserver<ListBatchPredictionJobsResponse> responseObserver)

Lists BatchPredictionJobs in a Location.

Parameters

Name	Description
`request`	`ListBatchPredictionJobsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListBatchPredictionJobsResponse>`

listCustomJobs(ListCustomJobsRequest request, StreamObserver<ListCustomJobsResponse> responseObserver)

public void listCustomJobs(ListCustomJobsRequest request, StreamObserver<ListCustomJobsResponse> responseObserver)

Lists CustomJobs in a Location.

Parameters

Name	Description
`request`	`ListCustomJobsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListCustomJobsResponse>`

listDataLabelingJobs(ListDataLabelingJobsRequest request, StreamObserver<ListDataLabelingJobsResponse> responseObserver)

public void listDataLabelingJobs(ListDataLabelingJobsRequest request, StreamObserver<ListDataLabelingJobsResponse> responseObserver)

Lists DataLabelingJobs in a Location.

Parameters

Name	Description
`request`	`ListDataLabelingJobsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListDataLabelingJobsResponse>`

listHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest request, StreamObserver<ListHyperparameterTuningJobsResponse> responseObserver)

public void listHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest request, StreamObserver<ListHyperparameterTuningJobsResponse> responseObserver)

Lists HyperparameterTuningJobs in a Location.

Parameters

Name	Description
`request`	`ListHyperparameterTuningJobsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListHyperparameterTuningJobsResponse>`

listModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest request, StreamObserver<ListModelDeploymentMonitoringJobsResponse> responseObserver)

public void listModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest request, StreamObserver<ListModelDeploymentMonitoringJobsResponse> responseObserver)

Lists ModelDeploymentMonitoringJobs in a Location.

Parameters

Name	Description
`request`	`ListModelDeploymentMonitoringJobsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListModelDeploymentMonitoringJobsResponse>`

listNasJobs(ListNasJobsRequest request, StreamObserver<ListNasJobsResponse> responseObserver)

public void listNasJobs(ListNasJobsRequest request, StreamObserver<ListNasJobsResponse> responseObserver)

Lists NasJobs in a Location.

Parameters

Name	Description
`request`	`ListNasJobsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListNasJobsResponse>`

listNasTrialDetails(ListNasTrialDetailsRequest request, StreamObserver<ListNasTrialDetailsResponse> responseObserver)

public void listNasTrialDetails(ListNasTrialDetailsRequest request, StreamObserver<ListNasTrialDetailsResponse> responseObserver)

List top NasTrialDetails of a NasJob.

Parameters

Name	Description
`request`	`ListNasTrialDetailsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListNasTrialDetailsResponse>`

pauseModelDeploymentMonitoringJob(PauseModelDeploymentMonitoringJobRequest request, StreamObserver<Empty> responseObserver)

public void pauseModelDeploymentMonitoringJob(PauseModelDeploymentMonitoringJobRequest request, StreamObserver<Empty> responseObserver)

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

Parameters

Name	Description
`request`	`PauseModelDeploymentMonitoringJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

resumeModelDeploymentMonitoringJob(ResumeModelDeploymentMonitoringJobRequest request, StreamObserver<Empty> responseObserver)

public void resumeModelDeploymentMonitoringJob(ResumeModelDeploymentMonitoringJobRequest request, StreamObserver<Empty> responseObserver)

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

Parameters

Name	Description
`request`	`ResumeModelDeploymentMonitoringJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

searchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest request, StreamObserver<SearchModelDeploymentMonitoringStatsAnomaliesResponse> responseObserver)

public void searchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest request, StreamObserver<SearchModelDeploymentMonitoringStatsAnomaliesResponse> responseObserver)

Searches Model Monitoring Statistics generated within a given time window.

Parameters

Name	Description
`request`	`SearchModelDeploymentMonitoringStatsAnomaliesRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<SearchModelDeploymentMonitoringStatsAnomaliesResponse>`

updateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest request, StreamObserver<Operation> responseObserver)

public void updateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest request, StreamObserver<Operation> responseObserver)

Updates a ModelDeploymentMonitoringJob.

Parameters

Name	Description
`request`	`UpdateModelDeploymentMonitoringJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`