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public static interface JobServiceGrpc.AsyncServiceA 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> |