Interface JobServiceGrpc.AsyncService (3.34.0)

public static interface JobServiceGrpc.AsyncService

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

Methods

cancelBatchPredictionJob(CancelBatchPredictionJobRequest request, StreamObserver<Empty> responseObserver)

public default void cancelBatchPredictionJob(CancelBatchPredictionJobRequest request, StreamObserver<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 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.

Parameters
Name	Description
`request`	`CancelBatchPredictionJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

cancelCustomJob(CancelCustomJobRequest request, StreamObserver<Empty> responseObserver)

public default void cancelCustomJob(CancelCustomJobRequest request, StreamObserver<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 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.

Parameters
Name	Description
`request`	`CancelCustomJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

cancelDataLabelingJob(CancelDataLabelingJobRequest request, StreamObserver<Empty> responseObserver)

public default void cancelDataLabelingJob(CancelDataLabelingJobRequest request, StreamObserver<Empty> responseObserver)

Cancels a DataLabelingJob. Success of cancellation is not guaranteed.

Parameters
Name	Description
`request`	`CancelDataLabelingJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

cancelHyperparameterTuningJob(CancelHyperparameterTuningJobRequest request, StreamObserver<Empty> responseObserver)

public default void cancelHyperparameterTuningJob(CancelHyperparameterTuningJobRequest request, StreamObserver<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 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.

Parameters
Name	Description
`request`	`CancelHyperparameterTuningJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

cancelNasJob(CancelNasJobRequest request, StreamObserver<Empty> responseObserver)

public default void cancelNasJob(CancelNasJobRequest request, StreamObserver<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 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.

Parameters
Name	Description
`request`	`CancelNasJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

createBatchPredictionJob(CreateBatchPredictionJobRequest request, StreamObserver<BatchPredictionJob> responseObserver)

public default void createBatchPredictionJob(CreateBatchPredictionJobRequest request, StreamObserver<BatchPredictionJob> responseObserver)

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

Parameters
Name	Description
`request`	`CreateBatchPredictionJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<BatchPredictionJob>`

createCustomJob(CreateCustomJobRequest request, StreamObserver<CustomJob> responseObserver)

public default void createCustomJob(CreateCustomJobRequest request, StreamObserver<CustomJob> responseObserver)

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

Parameters
Name	Description
`request`	`CreateCustomJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<CustomJob>`

createDataLabelingJob(CreateDataLabelingJobRequest request, StreamObserver<DataLabelingJob> responseObserver)

public default void createDataLabelingJob(CreateDataLabelingJobRequest request, StreamObserver<DataLabelingJob> responseObserver)

Creates a DataLabelingJob.

Parameters
Name	Description
`request`	`CreateDataLabelingJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<DataLabelingJob>`

createHyperparameterTuningJob(CreateHyperparameterTuningJobRequest request, StreamObserver<HyperparameterTuningJob> responseObserver)

public default void createHyperparameterTuningJob(CreateHyperparameterTuningJobRequest request, StreamObserver<HyperparameterTuningJob> responseObserver)

Creates a HyperparameterTuningJob

Parameters
Name	Description
`request`	`CreateHyperparameterTuningJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<HyperparameterTuningJob>`

createModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest request, StreamObserver<ModelDeploymentMonitoringJob> responseObserver)

public default void createModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest request, StreamObserver<ModelDeploymentMonitoringJob> responseObserver)

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

Parameters
Name	Description
`request`	`CreateModelDeploymentMonitoringJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ModelDeploymentMonitoringJob>`

createNasJob(CreateNasJobRequest request, StreamObserver<NasJob> responseObserver)

public default void createNasJob(CreateNasJobRequest request, StreamObserver<NasJob> responseObserver)

Creates a NasJob

Parameters
Name	Description
`request`	`CreateNasJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<NasJob>`

deleteBatchPredictionJob(DeleteBatchPredictionJobRequest request, StreamObserver<Operation> responseObserver)

public default void deleteBatchPredictionJob(DeleteBatchPredictionJobRequest request, StreamObserver<Operation> responseObserver)

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

Parameters
Name	Description
`request`	`DeleteBatchPredictionJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`

deleteCustomJob(DeleteCustomJobRequest request, StreamObserver<Operation> responseObserver)

public default void deleteCustomJob(DeleteCustomJobRequest request, StreamObserver<Operation> responseObserver)

Deletes a CustomJob.

Parameters
Name	Description
`request`	`DeleteCustomJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`

deleteDataLabelingJob(DeleteDataLabelingJobRequest request, StreamObserver<Operation> responseObserver)

public default void deleteDataLabelingJob(DeleteDataLabelingJobRequest request, StreamObserver<Operation> responseObserver)

Deletes a DataLabelingJob.

Parameters
Name	Description
`request`	`DeleteDataLabelingJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`

deleteHyperparameterTuningJob(DeleteHyperparameterTuningJobRequest request, StreamObserver<Operation> responseObserver)

public default void deleteHyperparameterTuningJob(DeleteHyperparameterTuningJobRequest request, StreamObserver<Operation> responseObserver)

Deletes a HyperparameterTuningJob.

Parameters
Name	Description
`request`	`DeleteHyperparameterTuningJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`

deleteModelDeploymentMonitoringJob(DeleteModelDeploymentMonitoringJobRequest request, StreamObserver<Operation> responseObserver)

public default void deleteModelDeploymentMonitoringJob(DeleteModelDeploymentMonitoringJobRequest request, StreamObserver<Operation> responseObserver)

Deletes a ModelDeploymentMonitoringJob.

Parameters
Name	Description
`request`	`DeleteModelDeploymentMonitoringJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`

deleteNasJob(DeleteNasJobRequest request, StreamObserver<Operation> responseObserver)

public default void deleteNasJob(DeleteNasJobRequest request, StreamObserver<Operation> responseObserver)

Deletes a NasJob.

Parameters
Name	Description
`request`	`DeleteNasJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`

getBatchPredictionJob(GetBatchPredictionJobRequest request, StreamObserver<BatchPredictionJob> responseObserver)

public default void getBatchPredictionJob(GetBatchPredictionJobRequest request, StreamObserver<BatchPredictionJob> responseObserver)

Gets a BatchPredictionJob

Parameters
Name	Description
`request`	`GetBatchPredictionJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<BatchPredictionJob>`

getCustomJob(GetCustomJobRequest request, StreamObserver<CustomJob> responseObserver)

public default void getCustomJob(GetCustomJobRequest request, StreamObserver<CustomJob> responseObserver)

Gets a CustomJob.

Parameters
Name	Description
`request`	`GetCustomJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<CustomJob>`

getDataLabelingJob(GetDataLabelingJobRequest request, StreamObserver<DataLabelingJob> responseObserver)

public default void getDataLabelingJob(GetDataLabelingJobRequest request, StreamObserver<DataLabelingJob> responseObserver)

Gets a DataLabelingJob.

Parameters
Name	Description
`request`	`GetDataLabelingJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<DataLabelingJob>`

getHyperparameterTuningJob(GetHyperparameterTuningJobRequest request, StreamObserver<HyperparameterTuningJob> responseObserver)

public default void getHyperparameterTuningJob(GetHyperparameterTuningJobRequest request, StreamObserver<HyperparameterTuningJob> responseObserver)

Gets a HyperparameterTuningJob

Parameters
Name	Description
`request`	`GetHyperparameterTuningJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<HyperparameterTuningJob>`

getModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request, StreamObserver<ModelDeploymentMonitoringJob> responseObserver)

public default void getModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request, StreamObserver<ModelDeploymentMonitoringJob> responseObserver)

Gets a ModelDeploymentMonitoringJob.

Parameters
Name	Description
`request`	`GetModelDeploymentMonitoringJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ModelDeploymentMonitoringJob>`

getNasJob(GetNasJobRequest request, StreamObserver<NasJob> responseObserver)

public default void getNasJob(GetNasJobRequest request, StreamObserver<NasJob> responseObserver)

Gets a NasJob

Parameters
Name	Description
`request`	`GetNasJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<NasJob>`

getNasTrialDetail(GetNasTrialDetailRequest request, StreamObserver<NasTrialDetail> responseObserver)

public default void getNasTrialDetail(GetNasTrialDetailRequest request, StreamObserver<NasTrialDetail> responseObserver)

Gets a NasTrialDetail.

Parameters
Name	Description
`request`	`GetNasTrialDetailRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<NasTrialDetail>`

listBatchPredictionJobs(ListBatchPredictionJobsRequest request, StreamObserver<ListBatchPredictionJobsResponse> responseObserver)

public default void listBatchPredictionJobs(ListBatchPredictionJobsRequest request, StreamObserver<ListBatchPredictionJobsResponse> responseObserver)

Lists BatchPredictionJobs in a Location.

Parameters
Name	Description
`request`	`ListBatchPredictionJobsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListBatchPredictionJobsResponse>`

listCustomJobs(ListCustomJobsRequest request, StreamObserver<ListCustomJobsResponse> responseObserver)

public default void listCustomJobs(ListCustomJobsRequest request, StreamObserver<ListCustomJobsResponse> responseObserver)

Lists CustomJobs in a Location.

Parameters
Name	Description
`request`	`ListCustomJobsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListCustomJobsResponse>`

listDataLabelingJobs(ListDataLabelingJobsRequest request, StreamObserver<ListDataLabelingJobsResponse> responseObserver)

public default void listDataLabelingJobs(ListDataLabelingJobsRequest request, StreamObserver<ListDataLabelingJobsResponse> responseObserver)

Lists DataLabelingJobs in a Location.

Parameters
Name	Description
`request`	`ListDataLabelingJobsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListDataLabelingJobsResponse>`

listHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest request, StreamObserver<ListHyperparameterTuningJobsResponse> responseObserver)

public default void listHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest request, StreamObserver<ListHyperparameterTuningJobsResponse> responseObserver)

Lists HyperparameterTuningJobs in a Location.

Parameters
Name	Description
`request`	`ListHyperparameterTuningJobsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListHyperparameterTuningJobsResponse>`

listModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest request, StreamObserver<ListModelDeploymentMonitoringJobsResponse> responseObserver)

public default void listModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest request, StreamObserver<ListModelDeploymentMonitoringJobsResponse> responseObserver)

Lists ModelDeploymentMonitoringJobs in a Location.

Parameters
Name	Description
`request`	`ListModelDeploymentMonitoringJobsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListModelDeploymentMonitoringJobsResponse>`

listNasJobs(ListNasJobsRequest request, StreamObserver<ListNasJobsResponse> responseObserver)

public default void listNasJobs(ListNasJobsRequest request, StreamObserver<ListNasJobsResponse> responseObserver)

Lists NasJobs in a Location.

Parameters
Name	Description
`request`	`ListNasJobsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListNasJobsResponse>`

listNasTrialDetails(ListNasTrialDetailsRequest request, StreamObserver<ListNasTrialDetailsResponse> responseObserver)

public default void listNasTrialDetails(ListNasTrialDetailsRequest request, StreamObserver<ListNasTrialDetailsResponse> responseObserver)

List top NasTrialDetails of a NasJob.

Parameters
Name	Description
`request`	`ListNasTrialDetailsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListNasTrialDetailsResponse>`

pauseModelDeploymentMonitoringJob(PauseModelDeploymentMonitoringJobRequest request, StreamObserver<Empty> responseObserver)

public default void pauseModelDeploymentMonitoringJob(PauseModelDeploymentMonitoringJobRequest request, StreamObserver<Empty> responseObserver)

Pauses a ModelDeploymentMonitoringJob. If the job is running, the server makes a best effort to cancel the job. Will mark ModelDeploymentMonitoringJob.state to 'PAUSED'.

Parameters
Name	Description
`request`	`PauseModelDeploymentMonitoringJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

resumeModelDeploymentMonitoringJob(ResumeModelDeploymentMonitoringJobRequest request, StreamObserver<Empty> responseObserver)

public default void resumeModelDeploymentMonitoringJob(ResumeModelDeploymentMonitoringJobRequest request, StreamObserver<Empty> responseObserver)

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

Parameters
Name	Description
`request`	`ResumeModelDeploymentMonitoringJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

searchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest request, StreamObserver<SearchModelDeploymentMonitoringStatsAnomaliesResponse> responseObserver)

public default void searchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest request, StreamObserver<SearchModelDeploymentMonitoringStatsAnomaliesResponse> responseObserver)

Searches Model Monitoring Statistics generated within a given time window.

Parameters
Name	Description
`request`	`SearchModelDeploymentMonitoringStatsAnomaliesRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<SearchModelDeploymentMonitoringStatsAnomaliesResponse>`

updateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest request, StreamObserver<Operation> responseObserver)

public default void updateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest request, StreamObserver<Operation> responseObserver)

Updates a ModelDeploymentMonitoringJob.

Parameters
Name	Description
`request`	`UpdateModelDeploymentMonitoringJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`