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
|
Overrides
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.
| Returns |
|---|
| Type | Description |
Empty | |
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.
| Returns |
|---|
| Type | Description |
Empty | |
public Empty cancelDataLabelingJob(CancelDataLabelingJobRequest request)
Cancels a DataLabelingJob. Success of cancellation is not guaranteed.
| Returns |
|---|
| Type | Description |
Empty | |
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.
| Returns |
|---|
| Type | Description |
Empty | |
public 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.
| Returns |
|---|
| Type | Description |
Empty | |
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 NasJob createNasJob(CreateNasJobRequest request)
public Operation deleteBatchPredictionJob(DeleteBatchPredictionJobRequest request)
Deletes a BatchPredictionJob. Can only be called on jobs that already
finished.
public Operation deleteCustomJob(DeleteCustomJobRequest request)
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 Operation deleteNasJob(DeleteNasJobRequest request)
public BatchPredictionJob getBatchPredictionJob(GetBatchPredictionJobRequest request)
Gets a BatchPredictionJob
public CustomJob getCustomJob(GetCustomJobRequest request)
public DataLabelingJob getDataLabelingJob(GetDataLabelingJobRequest request)
public HyperparameterTuningJob getHyperparameterTuningJob(GetHyperparameterTuningJobRequest request)
Gets a HyperparameterTuningJob
public ModelDeploymentMonitoringJob getModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request)
Gets a ModelDeploymentMonitoringJob.
public NasJob getNasJob(GetNasJobRequest request)
public NasTrialDetail getNasTrialDetail(GetNasTrialDetailRequest request)
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 ListNasJobsResponse listNasJobs(ListNasJobsRequest request)
Lists NasJobs in a Location.
public ListNasTrialDetailsResponse listNasTrialDetails(ListNasTrialDetailsRequest request)
List top NasTrialDetails of a NasJob.
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'.
| Returns |
|---|
| Type | Description |
Empty | |
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.
| Returns |
|---|
| Type | Description |
Empty | |
public SearchModelDeploymentMonitoringStatsAnomaliesResponse searchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest request)
Searches Model Monitoring Statistics generated within a given time window.
public Operation updateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest request)
Updates a ModelDeploymentMonitoringJob.
