Package com.google.cloud.aiplatform.v1

Class JobServiceGrpc.JobServiceFutureStub

  • Enclosing class:
    JobServiceGrpc
    public static final class JobServiceGrpc.JobServiceFutureStub
extends io.grpc.stub.AbstractFutureStub<JobServiceGrpc.JobServiceFutureStub>
    A stub to allow clients to do ListenableFuture-style rpc calls to service JobService. 
     A service for creating and managing Vertex AI's jobs.

    • Method Detail

      • createCustomJob

        public com.google.common.util.concurrent.ListenableFuture<CustomJob> createCustomJob​(CreateCustomJobRequest request)
         Creates a CustomJob. A created CustomJob right away
 will be attempted to be run.

      • getCustomJob

        public com.google.common.util.concurrent.ListenableFuture<CustomJob> getCustomJob​(GetCustomJobRequest request)
         Gets a CustomJob.

      • deleteCustomJob

        public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> deleteCustomJob​(DeleteCustomJobRequest request)
         Deletes a CustomJob.

      • cancelCustomJob

        public com.google.common.util.concurrent.ListenableFuture<com.google.protobuf.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][google.cloud.aiplatform.v1.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][google.cloud.aiplatform.v1.CustomJob.error] value with
 a [google.rpc.Status.code][google.rpc.Status.code] of 1, corresponding to
 `Code.CANCELLED`, and
 [CustomJob.state][google.cloud.aiplatform.v1.CustomJob.state] is set to
 `CANCELLED`.

      • deleteDataLabelingJob

        public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> deleteDataLabelingJob​(DeleteDataLabelingJobRequest request)
         Deletes a DataLabelingJob.

      • cancelDataLabelingJob

        public com.google.common.util.concurrent.ListenableFuture<com.google.protobuf.Empty> cancelDataLabelingJob​(CancelDataLabelingJobRequest request)
         Cancels a DataLabelingJob. Success of cancellation is not guaranteed.

      • deleteHyperparameterTuningJob

        public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> deleteHyperparameterTuningJob​(DeleteHyperparameterTuningJobRequest request)
         Deletes a HyperparameterTuningJob.

      • cancelHyperparameterTuningJob

        public com.google.common.util.concurrent.ListenableFuture<com.google.protobuf.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][google.cloud.aiplatform.v1.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][google.cloud.aiplatform.v1.HyperparameterTuningJob.error]
 value with a [google.rpc.Status.code][google.rpc.Status.code] of 1,
 corresponding to `Code.CANCELLED`, and
 [HyperparameterTuningJob.state][google.cloud.aiplatform.v1.HyperparameterTuningJob.state]
 is set to `CANCELLED`.

      • createNasJob

        public com.google.common.util.concurrent.ListenableFuture<NasJob> createNasJob​(CreateNasJobRequest request)
         Creates a NasJob

      • getNasJob

        public com.google.common.util.concurrent.ListenableFuture<NasJob> getNasJob​(GetNasJobRequest request)
         Gets a NasJob

      • deleteNasJob

        public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> deleteNasJob​(DeleteNasJobRequest request)
         Deletes a NasJob.

      • cancelNasJob

        public com.google.common.util.concurrent.ListenableFuture<com.google.protobuf.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][google.cloud.aiplatform.v1.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][google.cloud.aiplatform.v1.NasJob.error] value with a
 [google.rpc.Status.code][google.rpc.Status.code] of 1, corresponding to
 `Code.CANCELLED`, and
 [NasJob.state][google.cloud.aiplatform.v1.NasJob.state] is set to
 `CANCELLED`.

      • createBatchPredictionJob

        public com.google.common.util.concurrent.ListenableFuture<BatchPredictionJob> createBatchPredictionJob​(CreateBatchPredictionJobRequest request)
         Creates a BatchPredictionJob. A BatchPredictionJob once created will
 right away be attempted to start.

      • deleteBatchPredictionJob

        public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> deleteBatchPredictionJob​(DeleteBatchPredictionJobRequest request)
         Deletes a BatchPredictionJob. Can only be called on jobs that already
 finished.

      • cancelBatchPredictionJob

        public com.google.common.util.concurrent.ListenableFuture<com.google.protobuf.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][google.cloud.aiplatform.v1.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][google.cloud.aiplatform.v1.BatchPredictionJob.state]
 is set to `CANCELLED`. Any files already outputted by the job are not
 deleted.

      • updateModelDeploymentMonitoringJob

        public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> updateModelDeploymentMonitoringJob​(UpdateModelDeploymentMonitoringJobRequest request)
         Updates a ModelDeploymentMonitoringJob.

      • deleteModelDeploymentMonitoringJob

        public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> deleteModelDeploymentMonitoringJob​(DeleteModelDeploymentMonitoringJobRequest request)
         Deletes a ModelDeploymentMonitoringJob.

      • pauseModelDeploymentMonitoringJob

        public com.google.common.util.concurrent.ListenableFuture<com.google.protobuf.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][google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.state]
 to 'PAUSED'.

      • resumeModelDeploymentMonitoringJob

        public com.google.common.util.concurrent.ListenableFuture<com.google.protobuf.Empty> resumeModelDeploymentMonitoringJob​(ResumeModelDeploymentMonitoringJobRequest request)
         Resumes a paused ModelDeploymentMonitoringJob. It will start to run from
 next scheduled time. A deleted ModelDeploymentMonitoringJob can't be
 resumed.