Cloud AI Platform v1beta1 API - Class JobService.JobServiceBase (1.0.0-beta01)

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

Reference documentation and code samples for the Cloud AI Platform v1beta1 API class JobService.JobServiceBase.

Base class for server-side implementations of JobService

Inheritance

object > JobService.JobServiceBase

Inherited Members

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ToString()

Namespace

Google.Cloud.AIPlatform.V1Beta1

Assembly

Google.Cloud.AIPlatform.V1Beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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).