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public static interface JobServiceGrpc.AsyncServiceA service for creating and managing Vertex AI's jobs.
Methods
cancelBatchPredictionJob(CancelBatchPredictionJobRequest request, StreamObserver responseObserver)
public default 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.
| Parameters | |
|---|---|
| Name | Description |
request |
CancelBatchPredictionJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<Empty> |
cancelCustomJob(CancelCustomJobRequest request, StreamObserver responseObserver)
public default 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.
| Parameters | |
|---|---|
| Name | Description |
request |
CancelCustomJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<Empty> |
cancelDataLabelingJob(CancelDataLabelingJobRequest request, StreamObserver responseObserver)
public default void cancelDataLabelingJob(CancelDataLabelingJobRequest request, StreamObserverCancels a DataLabelingJob. Success of cancellation is not guaranteed.
| Parameters | |
|---|---|
| Name | Description |
request |
CancelDataLabelingJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<Empty> |
cancelHyperparameterTuningJob(CancelHyperparameterTuningJobRequest request, StreamObserver responseObserver)
public default 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.
| Parameters | |
|---|---|
| Name | Description |
request |
CancelHyperparameterTuningJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<Empty> |
cancelNasJob(CancelNasJobRequest request, StreamObserver responseObserver)
public default void cancelNasJob(CancelNasJobRequest request, StreamObserver 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 responseObserver)
public default void createBatchPredictionJob(CreateBatchPredictionJobRequest request, StreamObserverCreates 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 responseObserver)
public default void createCustomJob(CreateCustomJobRequest request, StreamObserverCreates 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 responseObserver)
public default void createDataLabelingJob(CreateDataLabelingJobRequest request, StreamObserverCreates a DataLabelingJob.
| Parameters | |
|---|---|
| Name | Description |
request |
CreateDataLabelingJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<DataLabelingJob> |
createHyperparameterTuningJob(CreateHyperparameterTuningJobRequest request, StreamObserver responseObserver)
public default void createHyperparameterTuningJob(CreateHyperparameterTuningJobRequest request, StreamObserverCreates a HyperparameterTuningJob
| Parameters | |
|---|---|
| Name | Description |
request |
CreateHyperparameterTuningJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<HyperparameterTuningJob> |
createModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest request, StreamObserver responseObserver)
public default void createModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest request, StreamObserverCreates 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 responseObserver)
public default void createNasJob(CreateNasJobRequest request, StreamObserverCreates a NasJob
| Parameters | |
|---|---|
| Name | Description |
request |
CreateNasJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<NasJob> |
deleteBatchPredictionJob(DeleteBatchPredictionJobRequest request, StreamObserver responseObserver)
public default void deleteBatchPredictionJob(DeleteBatchPredictionJobRequest request, StreamObserverDeletes 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 responseObserver)
public default void deleteCustomJob(DeleteCustomJobRequest request, StreamObserverDeletes a CustomJob.
| Parameters | |
|---|---|
| Name | Description |
request |
DeleteCustomJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
deleteDataLabelingJob(DeleteDataLabelingJobRequest request, StreamObserver responseObserver)
public default void deleteDataLabelingJob(DeleteDataLabelingJobRequest request, StreamObserverDeletes a DataLabelingJob.
| Parameters | |
|---|---|
| Name | Description |
request |
DeleteDataLabelingJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
deleteHyperparameterTuningJob(DeleteHyperparameterTuningJobRequest request, StreamObserver responseObserver)
public default void deleteHyperparameterTuningJob(DeleteHyperparameterTuningJobRequest request, StreamObserverDeletes a HyperparameterTuningJob.
| Parameters | |
|---|---|
| Name | Description |
request |
DeleteHyperparameterTuningJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
deleteModelDeploymentMonitoringJob(DeleteModelDeploymentMonitoringJobRequest request, StreamObserver responseObserver)
public default void deleteModelDeploymentMonitoringJob(DeleteModelDeploymentMonitoringJobRequest request, StreamObserverDeletes a ModelDeploymentMonitoringJob.
| Parameters | |
|---|---|
| Name | Description |
request |
DeleteModelDeploymentMonitoringJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
deleteNasJob(DeleteNasJobRequest request, StreamObserver responseObserver)
public default void deleteNasJob(DeleteNasJobRequest request, StreamObserverDeletes a NasJob.
| Parameters | |
|---|---|
| Name | Description |
request |
DeleteNasJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
getBatchPredictionJob(GetBatchPredictionJobRequest request, StreamObserver responseObserver)
public default void getBatchPredictionJob(GetBatchPredictionJobRequest request, StreamObserverGets a BatchPredictionJob
| Parameters | |
|---|---|
| Name | Description |
request |
GetBatchPredictionJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<BatchPredictionJob> |
getCustomJob(GetCustomJobRequest request, StreamObserver responseObserver)
public default void getCustomJob(GetCustomJobRequest request, StreamObserverGets a CustomJob.
| Parameters | |
|---|---|
| Name | Description |
request |
GetCustomJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<CustomJob> |
getDataLabelingJob(GetDataLabelingJobRequest request, StreamObserver responseObserver)
public default void getDataLabelingJob(GetDataLabelingJobRequest request, StreamObserverGets a DataLabelingJob.
| Parameters | |
|---|---|
| Name | Description |
request |
GetDataLabelingJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<DataLabelingJob> |
getHyperparameterTuningJob(GetHyperparameterTuningJobRequest request, StreamObserver responseObserver)
public default void getHyperparameterTuningJob(GetHyperparameterTuningJobRequest request, StreamObserverGets a HyperparameterTuningJob
| Parameters | |
|---|---|
| Name | Description |
request |
GetHyperparameterTuningJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<HyperparameterTuningJob> |
getModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request, StreamObserver responseObserver)
public default void getModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request, StreamObserverGets a ModelDeploymentMonitoringJob.
| Parameters | |
|---|---|
| Name | Description |
request |
GetModelDeploymentMonitoringJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<ModelDeploymentMonitoringJob> |
getNasJob(GetNasJobRequest request, StreamObserver responseObserver)
public default void getNasJob(GetNasJobRequest request, StreamObserverGets a NasJob
| Parameters | |
|---|---|
| Name | Description |
request |
GetNasJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<NasJob> |
getNasTrialDetail(GetNasTrialDetailRequest request, StreamObserver responseObserver)
public default void getNasTrialDetail(GetNasTrialDetailRequest request, StreamObserverGets a NasTrialDetail.
| Parameters | |
|---|---|
| Name | Description |
request |
GetNasTrialDetailRequest |
responseObserver |
io.grpc.stub.StreamObserver<NasTrialDetail> |
listBatchPredictionJobs(ListBatchPredictionJobsRequest request, StreamObserver responseObserver)
public default void listBatchPredictionJobs(ListBatchPredictionJobsRequest request, StreamObserverLists BatchPredictionJobs in a Location.
| Parameters | |
|---|---|
| Name | Description |
request |
ListBatchPredictionJobsRequest |
responseObserver |
io.grpc.stub.StreamObserver<ListBatchPredictionJobsResponse> |
listCustomJobs(ListCustomJobsRequest request, StreamObserver responseObserver)
public default void listCustomJobs(ListCustomJobsRequest request, StreamObserverLists CustomJobs in a Location.
| Parameters | |
|---|---|
| Name | Description |
request |
ListCustomJobsRequest |
responseObserver |
io.grpc.stub.StreamObserver<ListCustomJobsResponse> |
listDataLabelingJobs(ListDataLabelingJobsRequest request, StreamObserver responseObserver)
public default void listDataLabelingJobs(ListDataLabelingJobsRequest request, StreamObserverLists DataLabelingJobs in a Location.
| Parameters | |
|---|---|
| Name | Description |
request |
ListDataLabelingJobsRequest |
responseObserver |
io.grpc.stub.StreamObserver<ListDataLabelingJobsResponse> |
listHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest request, StreamObserver responseObserver)
public default void listHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest request, StreamObserverLists HyperparameterTuningJobs in a Location.
| Parameters | |
|---|---|
| Name | Description |
request |
ListHyperparameterTuningJobsRequest |
responseObserver |
io.grpc.stub.StreamObserver<ListHyperparameterTuningJobsResponse> |
listModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest request, StreamObserver responseObserver)
public default void listModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest request, StreamObserverLists ModelDeploymentMonitoringJobs in a Location.
| Parameters | |
|---|---|
| Name | Description |
request |
ListModelDeploymentMonitoringJobsRequest |
responseObserver |
io.grpc.stub.StreamObserver<ListModelDeploymentMonitoringJobsResponse> |
listNasJobs(ListNasJobsRequest request, StreamObserver responseObserver)
public default void listNasJobs(ListNasJobsRequest request, StreamObserverLists NasJobs in a Location.
| Parameters | |
|---|---|
| Name | Description |
request |
ListNasJobsRequest |
responseObserver |
io.grpc.stub.StreamObserver<ListNasJobsResponse> |
listNasTrialDetails(ListNasTrialDetailsRequest request, StreamObserver responseObserver)
public default void listNasTrialDetails(ListNasTrialDetailsRequest request, StreamObserverList top NasTrialDetails of a NasJob.
| Parameters | |
|---|---|
| Name | Description |
request |
ListNasTrialDetailsRequest |
responseObserver |
io.grpc.stub.StreamObserver<ListNasTrialDetailsResponse> |
pauseModelDeploymentMonitoringJob(PauseModelDeploymentMonitoringJobRequest request, StreamObserver responseObserver)
public default 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'.
| Parameters | |
|---|---|
| Name | Description |
request |
PauseModelDeploymentMonitoringJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<Empty> |
resumeModelDeploymentMonitoringJob(ResumeModelDeploymentMonitoringJobRequest request, StreamObserver responseObserver)
public default void resumeModelDeploymentMonitoringJob(ResumeModelDeploymentMonitoringJobRequest request, StreamObserverResumes 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 responseObserver)
public default void searchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest request, StreamObserverSearches Model Monitoring Statistics generated within a given time window.
| Parameters | |
|---|---|
| Name | Description |
request |
SearchModelDeploymentMonitoringStatsAnomaliesRequest |
responseObserver |
io.grpc.stub.StreamObserver<SearchModelDeploymentMonitoringStatsAnomaliesResponse> |
updateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest request, StreamObserver responseObserver)
public default void updateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest request, StreamObserverUpdates a ModelDeploymentMonitoringJob.
| Parameters | |
|---|---|
| Name | Description |
request |
UpdateModelDeploymentMonitoringJobRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |