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