public static final class JobServiceGrpc.JobServiceBlockingStub extends AbstractBlockingStub<JobServiceGrpc.JobServiceBlockingStub>
A service for creating and managing Vertex AI's jobs.
Inheritance
java.lang.Object >
io.grpc.stub.AbstractStub >
io.grpc.stub.AbstractBlockingStub >
JobServiceGrpc.JobServiceBlockingStub
Inherited Members
io.grpc.stub.AbstractBlockingStub.<T>newStub(io.grpc.stub.AbstractStub.StubFactory<T>,io.grpc.Channel)
io.grpc.stub.AbstractBlockingStub.<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.JobServiceBlockingStub build(Channel channel, CallOptions callOptions)
Parameters
| Name | Description |
| channel | io.grpc.Channel
|
| callOptions | io.grpc.CallOptions
|
io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)
public 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.
public 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.
public Empty cancelDataLabelingJob(CancelDataLabelingJobRequest request)
Cancels a DataLabelingJob. Success of cancellation is not guaranteed.
public 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.
public BatchPredictionJob createBatchPredictionJob(CreateBatchPredictionJobRequest request)
Creates a BatchPredictionJob. A BatchPredictionJob once created will
right away be attempted to start.
public CustomJob createCustomJob(CreateCustomJobRequest request)
Creates a CustomJob. A created CustomJob right away
will be attempted to be run.
public DataLabelingJob createDataLabelingJob(CreateDataLabelingJobRequest request)
Creates a DataLabelingJob.
public HyperparameterTuningJob createHyperparameterTuningJob(CreateHyperparameterTuningJobRequest request)
Creates a HyperparameterTuningJob
public ModelDeploymentMonitoringJob createModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest request)
Creates a ModelDeploymentMonitoringJob. It will run periodically on a
configured interval.
public Operation deleteBatchPredictionJob(DeleteBatchPredictionJobRequest request)
Deletes a BatchPredictionJob. Can only be called on jobs that already
finished.
public Operation deleteCustomJob(DeleteCustomJobRequest request)
Parameter
Returns
public Operation deleteDataLabelingJob(DeleteDataLabelingJobRequest request)
Deletes a DataLabelingJob.
public Operation deleteHyperparameterTuningJob(DeleteHyperparameterTuningJobRequest request)
Deletes a HyperparameterTuningJob.
public Operation deleteModelDeploymentMonitoringJob(DeleteModelDeploymentMonitoringJobRequest request)
Deletes a ModelDeploymentMonitoringJob.
public BatchPredictionJob getBatchPredictionJob(GetBatchPredictionJobRequest request)
Gets a BatchPredictionJob
public CustomJob getCustomJob(GetCustomJobRequest request)
Parameter
Returns
public DataLabelingJob getDataLabelingJob(GetDataLabelingJobRequest request)
Parameter
Returns
public HyperparameterTuningJob getHyperparameterTuningJob(GetHyperparameterTuningJobRequest request)
Gets a HyperparameterTuningJob
public ModelDeploymentMonitoringJob getModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request)
Gets a ModelDeploymentMonitoringJob.
public ListBatchPredictionJobsResponse listBatchPredictionJobs(ListBatchPredictionJobsRequest request)
Lists BatchPredictionJobs in a Location.
public ListCustomJobsResponse listCustomJobs(ListCustomJobsRequest request)
Lists CustomJobs in a Location.
public ListDataLabelingJobsResponse listDataLabelingJobs(ListDataLabelingJobsRequest request)
Lists DataLabelingJobs in a Location.
public ListHyperparameterTuningJobsResponse listHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest request)
Lists HyperparameterTuningJobs in a Location.
public ListModelDeploymentMonitoringJobsResponse listModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest request)
Lists ModelDeploymentMonitoringJobs in a Location.
public 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'.
public Empty resumeModelDeploymentMonitoringJob(ResumeModelDeploymentMonitoringJobRequest request)
Resumes a paused ModelDeploymentMonitoringJob. It will start to run from
next scheduled time. A deleted ModelDeploymentMonitoringJob can't be
resumed.
public SearchModelDeploymentMonitoringStatsAnomaliesResponse searchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest request)
Searches Model Monitoring Statistics generated within a given time window.
public Operation updateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest request)
Updates a ModelDeploymentMonitoringJob.
