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public abstract static class JobServiceGrpc.JobServiceImplBase implements BindableServiceA service for creating and managing Vertex AI's jobs.
Implements
io.grpc.BindableServiceConstructors
JobServiceImplBase()
public JobServiceImplBase()Methods
bindService()
public final ServerServiceDefinition bindService()| Type | Description |
| io.grpc.ServerServiceDefinition |
cancelBatchPredictionJob(CancelBatchPredictionJobRequest request, StreamObserver responseObserver)
public void cancelBatchPredictionJob(CancelBatchPredictionJobRequest request, StreamObserver 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.
| Name | Description |
| request | CancelBatchPredictionJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<Empty> |
cancelCustomJob(CancelCustomJobRequest request, StreamObserver responseObserver)
public void cancelCustomJob(CancelCustomJobRequest request, StreamObserver 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.
| Name | Description |
| request | CancelCustomJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<Empty> |
cancelDataLabelingJob(CancelDataLabelingJobRequest request, StreamObserver responseObserver)
public void cancelDataLabelingJob(CancelDataLabelingJobRequest request, StreamObserverCancels a DataLabelingJob. Success of cancellation is not guaranteed.
| Name | Description |
| request | CancelDataLabelingJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<Empty> |
cancelHyperparameterTuningJob(CancelHyperparameterTuningJobRequest request, StreamObserver responseObserver)
public void cancelHyperparameterTuningJob(CancelHyperparameterTuningJobRequest request, StreamObserver 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.
| Name | Description |
| request | CancelHyperparameterTuningJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<Empty> |
createBatchPredictionJob(CreateBatchPredictionJobRequest request, StreamObserver responseObserver)
public void createBatchPredictionJob(CreateBatchPredictionJobRequest request, StreamObserverCreates a BatchPredictionJob. A BatchPredictionJob once created will right away be attempted to start.
| Name | Description |
| request | CreateBatchPredictionJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<BatchPredictionJob> |
createCustomJob(CreateCustomJobRequest request, StreamObserver responseObserver)
public void createCustomJob(CreateCustomJobRequest request, StreamObserverCreates a CustomJob. A created CustomJob right away will be attempted to be run.
| Name | Description |
| request | CreateCustomJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<CustomJob> |
createDataLabelingJob(CreateDataLabelingJobRequest request, StreamObserver responseObserver)
public void createDataLabelingJob(CreateDataLabelingJobRequest request, StreamObserverCreates a DataLabelingJob.
| Name | Description |
| request | CreateDataLabelingJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<DataLabelingJob> |
createHyperparameterTuningJob(CreateHyperparameterTuningJobRequest request, StreamObserver responseObserver)
public void createHyperparameterTuningJob(CreateHyperparameterTuningJobRequest request, StreamObserverCreates a HyperparameterTuningJob
| Name | Description |
| request | CreateHyperparameterTuningJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<HyperparameterTuningJob> |
createModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest request, StreamObserver responseObserver)
public void createModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest request, StreamObserverCreates a ModelDeploymentMonitoringJob. It will run periodically on a configured interval.
| Name | Description |
| request | CreateModelDeploymentMonitoringJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<ModelDeploymentMonitoringJob> |
deleteBatchPredictionJob(DeleteBatchPredictionJobRequest request, StreamObserver responseObserver)
public void deleteBatchPredictionJob(DeleteBatchPredictionJobRequest request, StreamObserverDeletes a BatchPredictionJob. Can only be called on jobs that already finished.
| Name | Description |
| request | DeleteBatchPredictionJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<Operation> |
deleteCustomJob(DeleteCustomJobRequest request, StreamObserver responseObserver)
public void deleteCustomJob(DeleteCustomJobRequest request, StreamObserverDeletes a CustomJob.
| Name | Description |
| request | DeleteCustomJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<Operation> |
deleteDataLabelingJob(DeleteDataLabelingJobRequest request, StreamObserver responseObserver)
public void deleteDataLabelingJob(DeleteDataLabelingJobRequest request, StreamObserverDeletes a DataLabelingJob.
| Name | Description |
| request | DeleteDataLabelingJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<Operation> |
deleteHyperparameterTuningJob(DeleteHyperparameterTuningJobRequest request, StreamObserver responseObserver)
public void deleteHyperparameterTuningJob(DeleteHyperparameterTuningJobRequest request, StreamObserverDeletes a HyperparameterTuningJob.
| Name | Description |
| request | DeleteHyperparameterTuningJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<Operation> |
deleteModelDeploymentMonitoringJob(DeleteModelDeploymentMonitoringJobRequest request, StreamObserver responseObserver)
public void deleteModelDeploymentMonitoringJob(DeleteModelDeploymentMonitoringJobRequest request, StreamObserverDeletes a ModelDeploymentMonitoringJob.
| Name | Description |
| request | DeleteModelDeploymentMonitoringJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<Operation> |
getBatchPredictionJob(GetBatchPredictionJobRequest request, StreamObserver responseObserver)
public void getBatchPredictionJob(GetBatchPredictionJobRequest request, StreamObserverGets a BatchPredictionJob
| Name | Description |
| request | GetBatchPredictionJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<BatchPredictionJob> |
getCustomJob(GetCustomJobRequest request, StreamObserver responseObserver)
public void getCustomJob(GetCustomJobRequest request, StreamObserverGets a CustomJob.
| Name | Description |
| request | GetCustomJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<CustomJob> |
getDataLabelingJob(GetDataLabelingJobRequest request, StreamObserver responseObserver)
public void getDataLabelingJob(GetDataLabelingJobRequest request, StreamObserverGets a DataLabelingJob.
| Name | Description |
| request | GetDataLabelingJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<DataLabelingJob> |
getHyperparameterTuningJob(GetHyperparameterTuningJobRequest request, StreamObserver responseObserver)
public void getHyperparameterTuningJob(GetHyperparameterTuningJobRequest request, StreamObserverGets a HyperparameterTuningJob
| Name | Description |
| request | GetHyperparameterTuningJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<HyperparameterTuningJob> |
getModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request, StreamObserver responseObserver)
public void getModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request, StreamObserverGets a ModelDeploymentMonitoringJob.
| Name | Description |
| request | GetModelDeploymentMonitoringJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<ModelDeploymentMonitoringJob> |
listBatchPredictionJobs(ListBatchPredictionJobsRequest request, StreamObserver responseObserver)
public void listBatchPredictionJobs(ListBatchPredictionJobsRequest request, StreamObserverLists BatchPredictionJobs in a Location.
| Name | Description |
| request | ListBatchPredictionJobsRequest |
| responseObserver | io.grpc.stub.StreamObserver<ListBatchPredictionJobsResponse> |
listCustomJobs(ListCustomJobsRequest request, StreamObserver responseObserver)
public void listCustomJobs(ListCustomJobsRequest request, StreamObserverLists CustomJobs in a Location.
| Name | Description |
| request | ListCustomJobsRequest |
| responseObserver | io.grpc.stub.StreamObserver<ListCustomJobsResponse> |
listDataLabelingJobs(ListDataLabelingJobsRequest request, StreamObserver responseObserver)
public void listDataLabelingJobs(ListDataLabelingJobsRequest request, StreamObserverLists DataLabelingJobs in a Location.
| Name | Description |
| request | ListDataLabelingJobsRequest |
| responseObserver | io.grpc.stub.StreamObserver<ListDataLabelingJobsResponse> |
listHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest request, StreamObserver responseObserver)
public void listHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest request, StreamObserverLists HyperparameterTuningJobs in a Location.
| Name | Description |
| request | ListHyperparameterTuningJobsRequest |
| responseObserver | io.grpc.stub.StreamObserver<ListHyperparameterTuningJobsResponse> |
listModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest request, StreamObserver responseObserver)
public void listModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest request, StreamObserverLists ModelDeploymentMonitoringJobs in a Location.
| Name | Description |
| request | ListModelDeploymentMonitoringJobsRequest |
| responseObserver | io.grpc.stub.StreamObserver<ListModelDeploymentMonitoringJobsResponse> |
pauseModelDeploymentMonitoringJob(PauseModelDeploymentMonitoringJobRequest request, StreamObserver responseObserver)
public void pauseModelDeploymentMonitoringJob(PauseModelDeploymentMonitoringJobRequest request, StreamObserverPauses a ModelDeploymentMonitoringJob. If the job is running, the server makes a best effort to cancel the job. Will mark ModelDeploymentMonitoringJob.state to 'PAUSED'.
| Name | Description |
| request | PauseModelDeploymentMonitoringJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<Empty> |
resumeModelDeploymentMonitoringJob(ResumeModelDeploymentMonitoringJobRequest request, StreamObserver responseObserver)
public void resumeModelDeploymentMonitoringJob(ResumeModelDeploymentMonitoringJobRequest request, StreamObserverResumes a paused ModelDeploymentMonitoringJob. It will start to run from next scheduled time. A deleted ModelDeploymentMonitoringJob can't be resumed.
| Name | Description |
| request | ResumeModelDeploymentMonitoringJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<Empty> |
searchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest request, StreamObserver responseObserver)
public void searchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest request, StreamObserverSearches Model Monitoring Statistics generated within a given time window.
| Name | Description |
| request | SearchModelDeploymentMonitoringStatsAnomaliesRequest |
| responseObserver | io.grpc.stub.StreamObserver<SearchModelDeploymentMonitoringStatsAnomaliesResponse> |
updateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest request, StreamObserver responseObserver)
public void updateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest request, StreamObserverUpdates a ModelDeploymentMonitoringJob.
| Name | Description |
| request | UpdateModelDeploymentMonitoringJobRequest |
| responseObserver | io.grpc.stub.StreamObserver<Operation> |