Class JobServiceGrpc.JobServiceImplBase (2.5.3)

Version 2.5.3

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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>

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>

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>

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>

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>

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>