Cloud AI Platform v1 API - Class JobService.JobServiceBase (3.4.0)

[BindServiceMethod(typeof(JobService), "BindService")]
public abstract class JobService.JobServiceBase

Reference documentation and code samples for the Cloud AI Platform v1 API class JobService.JobServiceBase.

Base class for server-side implementations of JobService

Inheritance

object > JobService.JobServiceBase

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Methods

CancelBatchPredictionJob(CancelBatchPredictionJobRequest, ServerCallContext)

public virtual Task<Empty> CancelBatchPredictionJob(CancelBatchPredictionJobRequest request, ServerCallContext context)

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.v1.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.v1.BatchPredictionJob.state] is set to CANCELLED. Any files already outputted by the job are not deleted.

Parameters
Name Description
request CancelBatchPredictionJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskEmpty

The response to send back to the client (wrapped by a task).

CancelCustomJob(CancelCustomJobRequest, ServerCallContext)

public virtual Task<Empty> CancelCustomJob(CancelCustomJobRequest request, ServerCallContext context)

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.v1.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.v1.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.v1.CustomJob.state] is set to CANCELLED.

Parameters
Name Description
request CancelCustomJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskEmpty

The response to send back to the client (wrapped by a task).

CancelDataLabelingJob(CancelDataLabelingJobRequest, ServerCallContext)

public virtual Task<Empty> CancelDataLabelingJob(CancelDataLabelingJobRequest request, ServerCallContext context)

Cancels a DataLabelingJob. Success of cancellation is not guaranteed.

Parameters
Name Description
request CancelDataLabelingJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskEmpty

The response to send back to the client (wrapped by a task).

CancelHyperparameterTuningJob(CancelHyperparameterTuningJobRequest, ServerCallContext)

public virtual Task<Empty> CancelHyperparameterTuningJob(CancelHyperparameterTuningJobRequest request, ServerCallContext context)

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.v1.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.v1.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.v1.HyperparameterTuningJob.state] is set to CANCELLED.

Parameters
Name Description
request CancelHyperparameterTuningJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskEmpty

The response to send back to the client (wrapped by a task).

CancelNasJob(CancelNasJobRequest, ServerCallContext)

public virtual Task<Empty> CancelNasJob(CancelNasJobRequest request, ServerCallContext context)

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.v1.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.v1.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.v1.NasJob.state] is set to CANCELLED.

Parameters
Name Description
request CancelNasJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskEmpty

The response to send back to the client (wrapped by a task).

CreateBatchPredictionJob(CreateBatchPredictionJobRequest, ServerCallContext)

public virtual Task<BatchPredictionJob> CreateBatchPredictionJob(CreateBatchPredictionJobRequest request, ServerCallContext context)

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

Parameters
Name Description
request CreateBatchPredictionJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskBatchPredictionJob

The response to send back to the client (wrapped by a task).

CreateCustomJob(CreateCustomJobRequest, ServerCallContext)

public virtual Task<CustomJob> CreateCustomJob(CreateCustomJobRequest request, ServerCallContext context)

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

Parameters
Name Description
request CreateCustomJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskCustomJob

The response to send back to the client (wrapped by a task).

CreateDataLabelingJob(CreateDataLabelingJobRequest, ServerCallContext)

public virtual Task<DataLabelingJob> CreateDataLabelingJob(CreateDataLabelingJobRequest request, ServerCallContext context)

Creates a DataLabelingJob.

Parameters
Name Description
request CreateDataLabelingJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskDataLabelingJob

The response to send back to the client (wrapped by a task).

CreateHyperparameterTuningJob(CreateHyperparameterTuningJobRequest, ServerCallContext)

public virtual Task<HyperparameterTuningJob> CreateHyperparameterTuningJob(CreateHyperparameterTuningJobRequest request, ServerCallContext context)

Creates a HyperparameterTuningJob

Parameters
Name Description
request CreateHyperparameterTuningJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskHyperparameterTuningJob

The response to send back to the client (wrapped by a task).

CreateModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest, ServerCallContext)

public virtual Task<ModelDeploymentMonitoringJob> CreateModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest request, ServerCallContext context)

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

Parameters
Name Description
request CreateModelDeploymentMonitoringJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskModelDeploymentMonitoringJob

The response to send back to the client (wrapped by a task).

CreateNasJob(CreateNasJobRequest, ServerCallContext)

public virtual Task<NasJob> CreateNasJob(CreateNasJobRequest request, ServerCallContext context)

Creates a NasJob

Parameters
Name Description
request CreateNasJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskNasJob

The response to send back to the client (wrapped by a task).

DeleteBatchPredictionJob(DeleteBatchPredictionJobRequest, ServerCallContext)

public virtual Task<Operation> DeleteBatchPredictionJob(DeleteBatchPredictionJobRequest request, ServerCallContext context)

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

Parameters
Name Description
request DeleteBatchPredictionJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskOperation

The response to send back to the client (wrapped by a task).

DeleteCustomJob(DeleteCustomJobRequest, ServerCallContext)

public virtual Task<Operation> DeleteCustomJob(DeleteCustomJobRequest request, ServerCallContext context)

Deletes a CustomJob.

Parameters
Name Description
request DeleteCustomJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskOperation

The response to send back to the client (wrapped by a task).

DeleteDataLabelingJob(DeleteDataLabelingJobRequest, ServerCallContext)

public virtual Task<Operation> DeleteDataLabelingJob(DeleteDataLabelingJobRequest request, ServerCallContext context)

Deletes a DataLabelingJob.

Parameters
Name Description
request DeleteDataLabelingJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskOperation

The response to send back to the client (wrapped by a task).

DeleteHyperparameterTuningJob(DeleteHyperparameterTuningJobRequest, ServerCallContext)

public virtual Task<Operation> DeleteHyperparameterTuningJob(DeleteHyperparameterTuningJobRequest request, ServerCallContext context)

Deletes a HyperparameterTuningJob.

Parameters
Name Description
request DeleteHyperparameterTuningJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskOperation

The response to send back to the client (wrapped by a task).

DeleteModelDeploymentMonitoringJob(DeleteModelDeploymentMonitoringJobRequest, ServerCallContext)

public virtual Task<Operation> DeleteModelDeploymentMonitoringJob(DeleteModelDeploymentMonitoringJobRequest request, ServerCallContext context)

Deletes a ModelDeploymentMonitoringJob.

Parameters
Name Description
request DeleteModelDeploymentMonitoringJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskOperation

The response to send back to the client (wrapped by a task).

DeleteNasJob(DeleteNasJobRequest, ServerCallContext)

public virtual Task<Operation> DeleteNasJob(DeleteNasJobRequest request, ServerCallContext context)

Deletes a NasJob.

Parameters
Name Description
request DeleteNasJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskOperation

The response to send back to the client (wrapped by a task).

GetBatchPredictionJob(GetBatchPredictionJobRequest, ServerCallContext)

public virtual Task<BatchPredictionJob> GetBatchPredictionJob(GetBatchPredictionJobRequest request, ServerCallContext context)

Gets a BatchPredictionJob

Parameters
Name Description
request GetBatchPredictionJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskBatchPredictionJob

The response to send back to the client (wrapped by a task).

GetCustomJob(GetCustomJobRequest, ServerCallContext)

public virtual Task<CustomJob> GetCustomJob(GetCustomJobRequest request, ServerCallContext context)

Gets a CustomJob.

Parameters
Name Description
request GetCustomJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskCustomJob

The response to send back to the client (wrapped by a task).

GetDataLabelingJob(GetDataLabelingJobRequest, ServerCallContext)

public virtual Task<DataLabelingJob> GetDataLabelingJob(GetDataLabelingJobRequest request, ServerCallContext context)

Gets a DataLabelingJob.

Parameters
Name Description
request GetDataLabelingJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskDataLabelingJob

The response to send back to the client (wrapped by a task).

GetHyperparameterTuningJob(GetHyperparameterTuningJobRequest, ServerCallContext)

public virtual Task<HyperparameterTuningJob> GetHyperparameterTuningJob(GetHyperparameterTuningJobRequest request, ServerCallContext context)

Gets a HyperparameterTuningJob

Parameters
Name Description
request GetHyperparameterTuningJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskHyperparameterTuningJob

The response to send back to the client (wrapped by a task).

GetModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest, ServerCallContext)

public virtual Task<ModelDeploymentMonitoringJob> GetModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request, ServerCallContext context)

Gets a ModelDeploymentMonitoringJob.

Parameters
Name Description
request GetModelDeploymentMonitoringJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskModelDeploymentMonitoringJob

The response to send back to the client (wrapped by a task).

GetNasJob(GetNasJobRequest, ServerCallContext)

public virtual Task<NasJob> GetNasJob(GetNasJobRequest request, ServerCallContext context)

Gets a NasJob

Parameters
Name Description
request GetNasJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskNasJob

The response to send back to the client (wrapped by a task).

GetNasTrialDetail(GetNasTrialDetailRequest, ServerCallContext)

public virtual Task<NasTrialDetail> GetNasTrialDetail(GetNasTrialDetailRequest request, ServerCallContext context)

Gets a NasTrialDetail.

Parameters
Name Description
request GetNasTrialDetailRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskNasTrialDetail

The response to send back to the client (wrapped by a task).

ListBatchPredictionJobs(ListBatchPredictionJobsRequest, ServerCallContext)

public virtual Task<ListBatchPredictionJobsResponse> ListBatchPredictionJobs(ListBatchPredictionJobsRequest request, ServerCallContext context)

Lists BatchPredictionJobs in a Location.

Parameters
Name Description
request ListBatchPredictionJobsRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskListBatchPredictionJobsResponse

The response to send back to the client (wrapped by a task).

ListCustomJobs(ListCustomJobsRequest, ServerCallContext)

public virtual Task<ListCustomJobsResponse> ListCustomJobs(ListCustomJobsRequest request, ServerCallContext context)

Lists CustomJobs in a Location.

Parameters
Name Description
request ListCustomJobsRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskListCustomJobsResponse

The response to send back to the client (wrapped by a task).

ListDataLabelingJobs(ListDataLabelingJobsRequest, ServerCallContext)

public virtual Task<ListDataLabelingJobsResponse> ListDataLabelingJobs(ListDataLabelingJobsRequest request, ServerCallContext context)

Lists DataLabelingJobs in a Location.

Parameters
Name Description
request ListDataLabelingJobsRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskListDataLabelingJobsResponse

The response to send back to the client (wrapped by a task).

ListHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest, ServerCallContext)

public virtual Task<ListHyperparameterTuningJobsResponse> ListHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest request, ServerCallContext context)

Lists HyperparameterTuningJobs in a Location.

Parameters
Name Description
request ListHyperparameterTuningJobsRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskListHyperparameterTuningJobsResponse

The response to send back to the client (wrapped by a task).

ListModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest, ServerCallContext)

public virtual Task<ListModelDeploymentMonitoringJobsResponse> ListModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest request, ServerCallContext context)

Lists ModelDeploymentMonitoringJobs in a Location.

Parameters
Name Description
request ListModelDeploymentMonitoringJobsRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskListModelDeploymentMonitoringJobsResponse

The response to send back to the client (wrapped by a task).

ListNasJobs(ListNasJobsRequest, ServerCallContext)

public virtual Task<ListNasJobsResponse> ListNasJobs(ListNasJobsRequest request, ServerCallContext context)

Lists NasJobs in a Location.

Parameters
Name Description
request ListNasJobsRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskListNasJobsResponse

The response to send back to the client (wrapped by a task).

ListNasTrialDetails(ListNasTrialDetailsRequest, ServerCallContext)

public virtual Task<ListNasTrialDetailsResponse> ListNasTrialDetails(ListNasTrialDetailsRequest request, ServerCallContext context)

List top NasTrialDetails of a NasJob.

Parameters
Name Description
request ListNasTrialDetailsRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskListNasTrialDetailsResponse

The response to send back to the client (wrapped by a task).

PauseModelDeploymentMonitoringJob(PauseModelDeploymentMonitoringJobRequest, ServerCallContext)

public virtual Task<Empty> PauseModelDeploymentMonitoringJob(PauseModelDeploymentMonitoringJobRequest request, ServerCallContext context)

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.v1.ModelDeploymentMonitoringJob.state] to 'PAUSED'.

Parameters
Name Description
request PauseModelDeploymentMonitoringJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskEmpty

The response to send back to the client (wrapped by a task).

ResumeModelDeploymentMonitoringJob(ResumeModelDeploymentMonitoringJobRequest, ServerCallContext)

public virtual Task<Empty> ResumeModelDeploymentMonitoringJob(ResumeModelDeploymentMonitoringJobRequest request, ServerCallContext context)

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

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskEmpty

The response to send back to the client (wrapped by a task).

SearchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest, ServerCallContext)

public virtual Task<SearchModelDeploymentMonitoringStatsAnomaliesResponse> SearchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest request, ServerCallContext context)

Searches Model Monitoring Statistics generated within a given time window.

Parameters
Name Description
request SearchModelDeploymentMonitoringStatsAnomaliesRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskSearchModelDeploymentMonitoringStatsAnomaliesResponse

The response to send back to the client (wrapped by a task).

UpdateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest, ServerCallContext)

public virtual Task<Operation> UpdateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest request, ServerCallContext context)

Updates a ModelDeploymentMonitoringJob.

Parameters
Name Description
request UpdateModelDeploymentMonitoringJobRequest

The request received from the client.

context ServerCallContext

The context of the server-side call handler being invoked.

Returns
Type Description
TaskOperation

The response to send back to the client (wrapped by a task).