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

Version 3.4.0

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[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

Inherited Members

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ToString()

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).