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public abstract static class JobServiceGrpc.JobServiceImplBase implements BindableService
A 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<Empty> responseObserver)
public 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.
Name | Description |
request | CancelBatchPredictionJobRequest |
responseObserver | io.grpc.stub.StreamObserver<Empty> |
cancelCustomJob(CancelCustomJobRequest request, StreamObserver<Empty> responseObserver)
public 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
.
Name | Description |
request | CancelCustomJobRequest |
responseObserver | io.grpc.stub.StreamObserver<Empty> |
cancelDataLabelingJob(CancelDataLabelingJobRequest request, StreamObserver<Empty> responseObserver)
public void cancelDataLabelingJob(CancelDataLabelingJobRequest request, StreamObserver<Empty> responseObserver)
Cancels a DataLabelingJob. Success of cancellation is not guaranteed.
Name | Description |
request | CancelDataLabelingJobRequest |
responseObserver | io.grpc.stub.StreamObserver<Empty> |
cancelHyperparameterTuningJob(CancelHyperparameterTuningJobRequest request, StreamObserver<Empty> responseObserver)
public 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
.
Name | Description |
request | CancelHyperparameterTuningJobRequest |
responseObserver | io.grpc.stub.StreamObserver<Empty> |
createBatchPredictionJob(CreateBatchPredictionJobRequest request, StreamObserver<BatchPredictionJob> responseObserver)
public void createBatchPredictionJob(CreateBatchPredictionJobRequest request, StreamObserver<BatchPredictionJob> responseObserver)
Creates 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<CustomJob> responseObserver)
public void createCustomJob(CreateCustomJobRequest request, StreamObserver<CustomJob> responseObserver)
Creates 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<DataLabelingJob> responseObserver)
public void createDataLabelingJob(CreateDataLabelingJobRequest request, StreamObserver<DataLabelingJob> responseObserver)
Creates a DataLabelingJob.
Name | Description |
request | CreateDataLabelingJobRequest |
responseObserver | io.grpc.stub.StreamObserver<DataLabelingJob> |
createHyperparameterTuningJob(CreateHyperparameterTuningJobRequest request, StreamObserver<HyperparameterTuningJob> responseObserver)
public void createHyperparameterTuningJob(CreateHyperparameterTuningJobRequest request, StreamObserver<HyperparameterTuningJob> responseObserver)
Creates a HyperparameterTuningJob
Name | Description |
request | CreateHyperparameterTuningJobRequest |
responseObserver | io.grpc.stub.StreamObserver<HyperparameterTuningJob> |
createModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest request, StreamObserver<ModelDeploymentMonitoringJob> responseObserver)
public void createModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest request, StreamObserver<ModelDeploymentMonitoringJob> responseObserver)
Creates a ModelDeploymentMonitoringJob. It will run periodically on a configured interval.
Name | Description |
request | CreateModelDeploymentMonitoringJobRequest |
responseObserver | io.grpc.stub.StreamObserver<ModelDeploymentMonitoringJob> |
deleteBatchPredictionJob(DeleteBatchPredictionJobRequest request, StreamObserver<Operation> responseObserver)
public void deleteBatchPredictionJob(DeleteBatchPredictionJobRequest request, StreamObserver<Operation> responseObserver)
Deletes 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<Operation> responseObserver)
public void deleteCustomJob(DeleteCustomJobRequest request, StreamObserver<Operation> responseObserver)
Deletes a CustomJob.
Name | Description |
request | DeleteCustomJobRequest |
responseObserver | io.grpc.stub.StreamObserver<Operation> |
deleteDataLabelingJob(DeleteDataLabelingJobRequest request, StreamObserver<Operation> responseObserver)
public void deleteDataLabelingJob(DeleteDataLabelingJobRequest request, StreamObserver<Operation> responseObserver)
Deletes a DataLabelingJob.
Name | Description |
request | DeleteDataLabelingJobRequest |
responseObserver | io.grpc.stub.StreamObserver<Operation> |
deleteHyperparameterTuningJob(DeleteHyperparameterTuningJobRequest request, StreamObserver<Operation> responseObserver)
public void deleteHyperparameterTuningJob(DeleteHyperparameterTuningJobRequest request, StreamObserver<Operation> responseObserver)
Deletes a HyperparameterTuningJob.
Name | Description |
request | DeleteHyperparameterTuningJobRequest |
responseObserver | io.grpc.stub.StreamObserver<Operation> |
deleteModelDeploymentMonitoringJob(DeleteModelDeploymentMonitoringJobRequest request, StreamObserver<Operation> responseObserver)
public void deleteModelDeploymentMonitoringJob(DeleteModelDeploymentMonitoringJobRequest request, StreamObserver<Operation> responseObserver)
Deletes a ModelDeploymentMonitoringJob.
Name | Description |
request | DeleteModelDeploymentMonitoringJobRequest |
responseObserver | io.grpc.stub.StreamObserver<Operation> |
getBatchPredictionJob(GetBatchPredictionJobRequest request, StreamObserver<BatchPredictionJob> responseObserver)
public void getBatchPredictionJob(GetBatchPredictionJobRequest request, StreamObserver<BatchPredictionJob> responseObserver)
Gets a BatchPredictionJob
Name | Description |
request | GetBatchPredictionJobRequest |
responseObserver | io.grpc.stub.StreamObserver<BatchPredictionJob> |
getCustomJob(GetCustomJobRequest request, StreamObserver<CustomJob> responseObserver)
public void getCustomJob(GetCustomJobRequest request, StreamObserver<CustomJob> responseObserver)
Gets a CustomJob.
Name | Description |
request | GetCustomJobRequest |
responseObserver | io.grpc.stub.StreamObserver<CustomJob> |
getDataLabelingJob(GetDataLabelingJobRequest request, StreamObserver<DataLabelingJob> responseObserver)
public void getDataLabelingJob(GetDataLabelingJobRequest request, StreamObserver<DataLabelingJob> responseObserver)
Gets a DataLabelingJob.
Name | Description |
request | GetDataLabelingJobRequest |
responseObserver | io.grpc.stub.StreamObserver<DataLabelingJob> |
getHyperparameterTuningJob(GetHyperparameterTuningJobRequest request, StreamObserver<HyperparameterTuningJob> responseObserver)
public void getHyperparameterTuningJob(GetHyperparameterTuningJobRequest request, StreamObserver<HyperparameterTuningJob> responseObserver)
Gets a HyperparameterTuningJob
Name | Description |
request | GetHyperparameterTuningJobRequest |
responseObserver | io.grpc.stub.StreamObserver<HyperparameterTuningJob> |
getModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request, StreamObserver<ModelDeploymentMonitoringJob> responseObserver)
public void getModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request, StreamObserver<ModelDeploymentMonitoringJob> responseObserver)
Gets a ModelDeploymentMonitoringJob.
Name | Description |
request | GetModelDeploymentMonitoringJobRequest |
responseObserver | io.grpc.stub.StreamObserver<ModelDeploymentMonitoringJob> |
listBatchPredictionJobs(ListBatchPredictionJobsRequest request, StreamObserver<ListBatchPredictionJobsResponse> responseObserver)
public void listBatchPredictionJobs(ListBatchPredictionJobsRequest request, StreamObserver<ListBatchPredictionJobsResponse> responseObserver)
Lists BatchPredictionJobs in a Location.
Name | Description |
request | ListBatchPredictionJobsRequest |
responseObserver | io.grpc.stub.StreamObserver<ListBatchPredictionJobsResponse> |
listCustomJobs(ListCustomJobsRequest request, StreamObserver<ListCustomJobsResponse> responseObserver)
public void listCustomJobs(ListCustomJobsRequest request, StreamObserver<ListCustomJobsResponse> responseObserver)
Lists CustomJobs in a Location.
Name | Description |
request | ListCustomJobsRequest |
responseObserver | io.grpc.stub.StreamObserver<ListCustomJobsResponse> |
listDataLabelingJobs(ListDataLabelingJobsRequest request, StreamObserver<ListDataLabelingJobsResponse> responseObserver)
public void listDataLabelingJobs(ListDataLabelingJobsRequest request, StreamObserver<ListDataLabelingJobsResponse> responseObserver)
Lists DataLabelingJobs in a Location.
Name | Description |
request | ListDataLabelingJobsRequest |
responseObserver | io.grpc.stub.StreamObserver<ListDataLabelingJobsResponse> |
listHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest request, StreamObserver<ListHyperparameterTuningJobsResponse> responseObserver)
public void listHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest request, StreamObserver<ListHyperparameterTuningJobsResponse> responseObserver)
Lists HyperparameterTuningJobs in a Location.
Name | Description |
request | ListHyperparameterTuningJobsRequest |
responseObserver | io.grpc.stub.StreamObserver<ListHyperparameterTuningJobsResponse> |
listModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest request, StreamObserver<ListModelDeploymentMonitoringJobsResponse> responseObserver)
public void listModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest request, StreamObserver<ListModelDeploymentMonitoringJobsResponse> responseObserver)
Lists ModelDeploymentMonitoringJobs in a Location.
Name | Description |
request | ListModelDeploymentMonitoringJobsRequest |
responseObserver | io.grpc.stub.StreamObserver<ListModelDeploymentMonitoringJobsResponse> |
pauseModelDeploymentMonitoringJob(PauseModelDeploymentMonitoringJobRequest request, StreamObserver<Empty> responseObserver)
public 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'.
Name | Description |
request | PauseModelDeploymentMonitoringJobRequest |
responseObserver | io.grpc.stub.StreamObserver<Empty> |
resumeModelDeploymentMonitoringJob(ResumeModelDeploymentMonitoringJobRequest request, StreamObserver<Empty> responseObserver)
public 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.
Name | Description |
request | ResumeModelDeploymentMonitoringJobRequest |
responseObserver | io.grpc.stub.StreamObserver<Empty> |
searchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest request, StreamObserver<SearchModelDeploymentMonitoringStatsAnomaliesResponse> responseObserver)
public void searchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest request, StreamObserver<SearchModelDeploymentMonitoringStatsAnomaliesResponse> responseObserver)
Searches Model Monitoring Statistics generated within a given time window.
Name | Description |
request | SearchModelDeploymentMonitoringStatsAnomaliesRequest |
responseObserver | io.grpc.stub.StreamObserver<SearchModelDeploymentMonitoringStatsAnomaliesResponse> |
updateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest request, StreamObserver<Operation> responseObserver)
public void updateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest request, StreamObserver<Operation> responseObserver)
Updates a ModelDeploymentMonitoringJob.
Name | Description |
request | UpdateModelDeploymentMonitoringJobRequest |
responseObserver | io.grpc.stub.StreamObserver<Operation> |