public static final class JobServiceGrpc.JobServiceStub extends AbstractAsyncStub<JobServiceGrpc.JobServiceStub>
A service for creating and managing Vertex AI's jobs.
Inheritance
java.lang.Object >
io.grpc.stub.AbstractStub >
io.grpc.stub.AbstractAsyncStub >
JobServiceGrpc.JobServiceStub
Inherited Members
io.grpc.stub.AbstractAsyncStub.<T>newStub(io.grpc.stub.AbstractStub.StubFactory<T>,io.grpc.Channel)
io.grpc.stub.AbstractAsyncStub.<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()
Methods
protected JobServiceGrpc.JobServiceStub build(Channel channel, CallOptions callOptions)
Parameters
| Name | Description |
channel | io.grpc.Channel
|
callOptions | io.grpc.CallOptions
|
Returns
Overrides
io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)
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.
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.
public void cancelDataLabelingJob(CancelDataLabelingJobRequest request, StreamObserver<Empty> responseObserver)
Cancels a DataLabelingJob. Success of cancellation is not guaranteed.
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.
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.
public void createBatchPredictionJob(CreateBatchPredictionJobRequest request, StreamObserver<BatchPredictionJob> responseObserver)
Creates a BatchPredictionJob. A BatchPredictionJob once created will
right away be attempted to start.
public void createCustomJob(CreateCustomJobRequest request, StreamObserver<CustomJob> responseObserver)
Creates a CustomJob. A created CustomJob right away
will be attempted to be run.
public void createDataLabelingJob(CreateDataLabelingJobRequest request, StreamObserver<DataLabelingJob> responseObserver)
Creates a DataLabelingJob.
public void createHyperparameterTuningJob(CreateHyperparameterTuningJobRequest request, StreamObserver<HyperparameterTuningJob> responseObserver)
Creates a HyperparameterTuningJob
public void createModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest request, StreamObserver<ModelDeploymentMonitoringJob> responseObserver)
Creates a ModelDeploymentMonitoringJob. It will run periodically on a
configured interval.
public void createNasJob(CreateNasJobRequest request, StreamObserver<NasJob> responseObserver)
Parameters
public void deleteBatchPredictionJob(DeleteBatchPredictionJobRequest request, StreamObserver<Operation> responseObserver)
Deletes a BatchPredictionJob. Can only be called on jobs that already
finished.
public void deleteCustomJob(DeleteCustomJobRequest request, StreamObserver<Operation> responseObserver)
Parameters
public void deleteDataLabelingJob(DeleteDataLabelingJobRequest request, StreamObserver<Operation> responseObserver)
Deletes a DataLabelingJob.
public void deleteHyperparameterTuningJob(DeleteHyperparameterTuningJobRequest request, StreamObserver<Operation> responseObserver)
Deletes a HyperparameterTuningJob.
public void deleteModelDeploymentMonitoringJob(DeleteModelDeploymentMonitoringJobRequest request, StreamObserver<Operation> responseObserver)
Deletes a ModelDeploymentMonitoringJob.
public void deleteNasJob(DeleteNasJobRequest request, StreamObserver<Operation> responseObserver)
Parameters
public void getBatchPredictionJob(GetBatchPredictionJobRequest request, StreamObserver<BatchPredictionJob> responseObserver)
Gets a BatchPredictionJob
public void getCustomJob(GetCustomJobRequest request, StreamObserver<CustomJob> responseObserver)
Parameters
public void getDataLabelingJob(GetDataLabelingJobRequest request, StreamObserver<DataLabelingJob> responseObserver)
Parameters
public void getHyperparameterTuningJob(GetHyperparameterTuningJobRequest request, StreamObserver<HyperparameterTuningJob> responseObserver)
Gets a HyperparameterTuningJob
public void getModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request, StreamObserver<ModelDeploymentMonitoringJob> responseObserver)
Gets a ModelDeploymentMonitoringJob.
public void getNasJob(GetNasJobRequest request, StreamObserver<NasJob> responseObserver)
Parameters
public void getNasTrialDetail(GetNasTrialDetailRequest request, StreamObserver<NasTrialDetail> responseObserver)
Parameters
public void listBatchPredictionJobs(ListBatchPredictionJobsRequest request, StreamObserver<ListBatchPredictionJobsResponse> responseObserver)
Lists BatchPredictionJobs in a Location.
public void listCustomJobs(ListCustomJobsRequest request, StreamObserver<ListCustomJobsResponse> responseObserver)
Lists CustomJobs in a Location.
public void listDataLabelingJobs(ListDataLabelingJobsRequest request, StreamObserver<ListDataLabelingJobsResponse> responseObserver)
Lists DataLabelingJobs in a Location.
public void listHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest request, StreamObserver<ListHyperparameterTuningJobsResponse> responseObserver)
Lists HyperparameterTuningJobs in a Location.
public void listModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest request, StreamObserver<ListModelDeploymentMonitoringJobsResponse> responseObserver)
Lists ModelDeploymentMonitoringJobs in a Location.
public void listNasJobs(ListNasJobsRequest request, StreamObserver<ListNasJobsResponse> responseObserver)
Lists NasJobs in a Location.
public void listNasTrialDetails(ListNasTrialDetailsRequest request, StreamObserver<ListNasTrialDetailsResponse> responseObserver)
List top NasTrialDetails of a NasJob.
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'.
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.
public void searchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest request, StreamObserver<SearchModelDeploymentMonitoringStatsAnomaliesResponse> responseObserver)
Searches Model Monitoring Statistics generated within a given time window.
public void updateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest request, StreamObserver<Operation> responseObserver)
Updates a ModelDeploymentMonitoringJob.
