com.google.cloud.aiplatform.v1beta1

Interface JobServiceGrpc.AsyncService

All Known Implementing Classes:

JobServiceGrpc.JobServiceImplBase

Enclosing class:

JobServiceGrpc

public static interface JobServiceGrpc.AsyncService

 A service for creating and managing Vertex AI's jobs.
 

Method Summary

Modifier and Type	Method and Description
default void	cancelBatchPredictionJob(CancelBatchPredictionJobRequest request, io.grpc.stub.StreamObserver<com.google.protobuf.Empty> responseObserver) Cancels a BatchPredictionJob.
default void	cancelCustomJob(CancelCustomJobRequest request, io.grpc.stub.StreamObserver<com.google.protobuf.Empty> responseObserver) Cancels a CustomJob.
default void	cancelDataLabelingJob(CancelDataLabelingJobRequest request, io.grpc.stub.StreamObserver<com.google.protobuf.Empty> responseObserver) Cancels a DataLabelingJob.
default void	cancelHyperparameterTuningJob(CancelHyperparameterTuningJobRequest request, io.grpc.stub.StreamObserver<com.google.protobuf.Empty> responseObserver) Cancels a HyperparameterTuningJob.
default void	cancelNasJob(CancelNasJobRequest request, io.grpc.stub.StreamObserver<com.google.protobuf.Empty> responseObserver) Cancels a NasJob.
default void	createBatchPredictionJob(CreateBatchPredictionJobRequest request, io.grpc.stub.StreamObserver<BatchPredictionJob> responseObserver) Creates a BatchPredictionJob.
default void	createCustomJob(CreateCustomJobRequest request, io.grpc.stub.StreamObserver<CustomJob> responseObserver) Creates a CustomJob.
default void	createDataLabelingJob(CreateDataLabelingJobRequest request, io.grpc.stub.StreamObserver<DataLabelingJob> responseObserver) Creates a DataLabelingJob.
default void	createHyperparameterTuningJob(CreateHyperparameterTuningJobRequest request, io.grpc.stub.StreamObserver<HyperparameterTuningJob> responseObserver) Creates a HyperparameterTuningJob
default void	createModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest request, io.grpc.stub.StreamObserver<ModelDeploymentMonitoringJob> responseObserver) Creates a ModelDeploymentMonitoringJob.
default void	createNasJob(CreateNasJobRequest request, io.grpc.stub.StreamObserver<NasJob> responseObserver) Creates a NasJob
default void	deleteBatchPredictionJob(DeleteBatchPredictionJobRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Deletes a BatchPredictionJob.
default void	deleteCustomJob(DeleteCustomJobRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Deletes a CustomJob.
default void	deleteDataLabelingJob(DeleteDataLabelingJobRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Deletes a DataLabelingJob.
default void	deleteHyperparameterTuningJob(DeleteHyperparameterTuningJobRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Deletes a HyperparameterTuningJob.
default void	deleteModelDeploymentMonitoringJob(DeleteModelDeploymentMonitoringJobRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Deletes a ModelDeploymentMonitoringJob.
default void	deleteNasJob(DeleteNasJobRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Deletes a NasJob.
default void	getBatchPredictionJob(GetBatchPredictionJobRequest request, io.grpc.stub.StreamObserver<BatchPredictionJob> responseObserver) Gets a BatchPredictionJob
default void	getCustomJob(GetCustomJobRequest request, io.grpc.stub.StreamObserver<CustomJob> responseObserver) Gets a CustomJob.
default void	getDataLabelingJob(GetDataLabelingJobRequest request, io.grpc.stub.StreamObserver<DataLabelingJob> responseObserver) Gets a DataLabelingJob.
default void	getHyperparameterTuningJob(GetHyperparameterTuningJobRequest request, io.grpc.stub.StreamObserver<HyperparameterTuningJob> responseObserver) Gets a HyperparameterTuningJob
default void	getModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request, io.grpc.stub.StreamObserver<ModelDeploymentMonitoringJob> responseObserver) Gets a ModelDeploymentMonitoringJob.
default void	getNasJob(GetNasJobRequest request, io.grpc.stub.StreamObserver<NasJob> responseObserver) Gets a NasJob
default void	getNasTrialDetail(GetNasTrialDetailRequest request, io.grpc.stub.StreamObserver<NasTrialDetail> responseObserver) Gets a NasTrialDetail.
default void	listBatchPredictionJobs(ListBatchPredictionJobsRequest request, io.grpc.stub.StreamObserver<ListBatchPredictionJobsResponse> responseObserver) Lists BatchPredictionJobs in a Location.
default void	listCustomJobs(ListCustomJobsRequest request, io.grpc.stub.StreamObserver<ListCustomJobsResponse> responseObserver) Lists CustomJobs in a Location.
default void	listDataLabelingJobs(ListDataLabelingJobsRequest request, io.grpc.stub.StreamObserver<ListDataLabelingJobsResponse> responseObserver) Lists DataLabelingJobs in a Location.
default void	listHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest request, io.grpc.stub.StreamObserver<ListHyperparameterTuningJobsResponse> responseObserver) Lists HyperparameterTuningJobs in a Location.
default void	listModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest request, io.grpc.stub.StreamObserver<ListModelDeploymentMonitoringJobsResponse> responseObserver) Lists ModelDeploymentMonitoringJobs in a Location.
default void	listNasJobs(ListNasJobsRequest request, io.grpc.stub.StreamObserver<ListNasJobsResponse> responseObserver) Lists NasJobs in a Location.
default void	listNasTrialDetails(ListNasTrialDetailsRequest request, io.grpc.stub.StreamObserver<ListNasTrialDetailsResponse> responseObserver) List top NasTrialDetails of a NasJob.
default void	pauseModelDeploymentMonitoringJob(PauseModelDeploymentMonitoringJobRequest request, io.grpc.stub.StreamObserver<com.google.protobuf.Empty> responseObserver) Pauses a ModelDeploymentMonitoringJob.
default void	resumeModelDeploymentMonitoringJob(ResumeModelDeploymentMonitoringJobRequest request, io.grpc.stub.StreamObserver<com.google.protobuf.Empty> responseObserver) Resumes a paused ModelDeploymentMonitoringJob.
default void	searchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest request, io.grpc.stub.StreamObserver<SearchModelDeploymentMonitoringStatsAnomaliesResponse> responseObserver) Searches Model Monitoring Statistics generated within a given time window.
default void	updateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Updates a ModelDeploymentMonitoringJob.

Method Detail

createCustomJob

default void createCustomJob(CreateCustomJobRequest request,
                             io.grpc.stub.StreamObserver<CustomJob> responseObserver)

 Creates a CustomJob. A created CustomJob right away
 will be attempted to be run.
 

getCustomJob

default void getCustomJob(GetCustomJobRequest request,
                          io.grpc.stub.StreamObserver<CustomJob> responseObserver)

 Gets a CustomJob.
 

listCustomJobs

default void listCustomJobs(ListCustomJobsRequest request,
                            io.grpc.stub.StreamObserver<ListCustomJobsResponse> responseObserver)

 Lists CustomJobs in a Location.
 

deleteCustomJob

default void deleteCustomJob(DeleteCustomJobRequest request,
                             io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Deletes a CustomJob.
 

cancelCustomJob

default void cancelCustomJob(CancelCustomJobRequest request,
                             io.grpc.stub.StreamObserver<com.google.protobuf.Empty> responseObserver)

 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.v1beta1.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.v1beta1.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.v1beta1.CustomJob.state] is set
 to `CANCELLED`.
 

createDataLabelingJob

default void createDataLabelingJob(CreateDataLabelingJobRequest request,
                                   io.grpc.stub.StreamObserver<DataLabelingJob> responseObserver)

 Creates a DataLabelingJob.
 

getDataLabelingJob

default void getDataLabelingJob(GetDataLabelingJobRequest request,
                                io.grpc.stub.StreamObserver<DataLabelingJob> responseObserver)

 Gets a DataLabelingJob.
 

listDataLabelingJobs

default void listDataLabelingJobs(ListDataLabelingJobsRequest request,
                                  io.grpc.stub.StreamObserver<ListDataLabelingJobsResponse> responseObserver)

 Lists DataLabelingJobs in a Location.
 

deleteDataLabelingJob

default void deleteDataLabelingJob(DeleteDataLabelingJobRequest request,
                                   io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Deletes a DataLabelingJob.
 

cancelDataLabelingJob

default void cancelDataLabelingJob(CancelDataLabelingJobRequest request,
                                   io.grpc.stub.StreamObserver<com.google.protobuf.Empty> responseObserver)

 Cancels a DataLabelingJob. Success of cancellation is not guaranteed.
 

createHyperparameterTuningJob

default void createHyperparameterTuningJob(CreateHyperparameterTuningJobRequest request,
                                           io.grpc.stub.StreamObserver<HyperparameterTuningJob> responseObserver)

 Creates a HyperparameterTuningJob
 

getHyperparameterTuningJob

default void getHyperparameterTuningJob(GetHyperparameterTuningJobRequest request,
                                        io.grpc.stub.StreamObserver<HyperparameterTuningJob> responseObserver)

 Gets a HyperparameterTuningJob
 

listHyperparameterTuningJobs

default void listHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest request,
                                          io.grpc.stub.StreamObserver<ListHyperparameterTuningJobsResponse> responseObserver)

 Lists HyperparameterTuningJobs in a Location.
 

deleteHyperparameterTuningJob

default void deleteHyperparameterTuningJob(DeleteHyperparameterTuningJobRequest request,
                                           io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Deletes a HyperparameterTuningJob.
 

cancelHyperparameterTuningJob

default void cancelHyperparameterTuningJob(CancelHyperparameterTuningJobRequest request,
                                           io.grpc.stub.StreamObserver<com.google.protobuf.Empty> responseObserver)

 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.v1beta1.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.v1beta1.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.v1beta1.HyperparameterTuningJob.state]
 is set to `CANCELLED`.
 

createNasJob

default void createNasJob(CreateNasJobRequest request,
                          io.grpc.stub.StreamObserver<NasJob> responseObserver)

 Creates a NasJob
 

getNasJob

default void getNasJob(GetNasJobRequest request,
                       io.grpc.stub.StreamObserver<NasJob> responseObserver)

 Gets a NasJob
 

listNasJobs

default void listNasJobs(ListNasJobsRequest request,
                         io.grpc.stub.StreamObserver<ListNasJobsResponse> responseObserver)

 Lists NasJobs in a Location.
 

deleteNasJob

default void deleteNasJob(DeleteNasJobRequest request,
                          io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Deletes a NasJob.
 

cancelNasJob

default void cancelNasJob(CancelNasJobRequest request,
                          io.grpc.stub.StreamObserver<com.google.protobuf.Empty> responseObserver)

 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.v1beta1.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.v1beta1.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.v1beta1.NasJob.state] is set to
 `CANCELLED`.
 

getNasTrialDetail

default void getNasTrialDetail(GetNasTrialDetailRequest request,
                               io.grpc.stub.StreamObserver<NasTrialDetail> responseObserver)

 Gets a NasTrialDetail.
 

listNasTrialDetails

default void listNasTrialDetails(ListNasTrialDetailsRequest request,
                                 io.grpc.stub.StreamObserver<ListNasTrialDetailsResponse> responseObserver)

 List top NasTrialDetails of a NasJob.
 

createBatchPredictionJob

default void createBatchPredictionJob(CreateBatchPredictionJobRequest request,
                                      io.grpc.stub.StreamObserver<BatchPredictionJob> responseObserver)

 Creates a BatchPredictionJob. A BatchPredictionJob once created will
 right away be attempted to start.
 

getBatchPredictionJob

default void getBatchPredictionJob(GetBatchPredictionJobRequest request,
                                   io.grpc.stub.StreamObserver<BatchPredictionJob> responseObserver)

 Gets a BatchPredictionJob
 

listBatchPredictionJobs

default void listBatchPredictionJobs(ListBatchPredictionJobsRequest request,
                                     io.grpc.stub.StreamObserver<ListBatchPredictionJobsResponse> responseObserver)

 Lists BatchPredictionJobs in a Location.
 

deleteBatchPredictionJob

default void deleteBatchPredictionJob(DeleteBatchPredictionJobRequest request,
                                      io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Deletes a BatchPredictionJob. Can only be called on jobs that already
 finished.
 

cancelBatchPredictionJob

default void cancelBatchPredictionJob(CancelBatchPredictionJobRequest request,
                                      io.grpc.stub.StreamObserver<com.google.protobuf.Empty> responseObserver)

 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.v1beta1.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.v1beta1.BatchPredictionJob.state]
 is set to `CANCELLED`. Any files already outputted by the job are not
 deleted.
 

createModelDeploymentMonitoringJob

default void createModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest request,
                                                io.grpc.stub.StreamObserver<ModelDeploymentMonitoringJob> responseObserver)

 Creates a ModelDeploymentMonitoringJob. It will run periodically on a
 configured interval.
 

searchModelDeploymentMonitoringStatsAnomalies

default void searchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest request,
                                                           io.grpc.stub.StreamObserver<SearchModelDeploymentMonitoringStatsAnomaliesResponse> responseObserver)

 Searches Model Monitoring Statistics generated within a given time window.
 

getModelDeploymentMonitoringJob

default void getModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request,
                                             io.grpc.stub.StreamObserver<ModelDeploymentMonitoringJob> responseObserver)

 Gets a ModelDeploymentMonitoringJob.
 

listModelDeploymentMonitoringJobs

default void listModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest request,
                                               io.grpc.stub.StreamObserver<ListModelDeploymentMonitoringJobsResponse> responseObserver)

 Lists ModelDeploymentMonitoringJobs in a Location.
 

updateModelDeploymentMonitoringJob

default void updateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest request,
                                                io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Updates a ModelDeploymentMonitoringJob.
 

deleteModelDeploymentMonitoringJob

default void deleteModelDeploymentMonitoringJob(DeleteModelDeploymentMonitoringJobRequest request,
                                                io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Deletes a ModelDeploymentMonitoringJob.
 

pauseModelDeploymentMonitoringJob

default void pauseModelDeploymentMonitoringJob(PauseModelDeploymentMonitoringJobRequest request,
                                               io.grpc.stub.StreamObserver<com.google.protobuf.Empty> responseObserver)

 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.v1beta1.ModelDeploymentMonitoringJob.state]
 to 'PAUSED'.
 

resumeModelDeploymentMonitoringJob

default void resumeModelDeploymentMonitoringJob(ResumeModelDeploymentMonitoringJobRequest request,
                                                io.grpc.stub.StreamObserver<com.google.protobuf.Empty> responseObserver)

 Resumes a paused ModelDeploymentMonitoringJob. It will start to run from
 next scheduled time. A deleted ModelDeploymentMonitoringJob can't be
 resumed.