Cloud AI Platform v1 API - Class PipelineService.PipelineServiceBase (3.0.0) 

[BindServiceMethod(typeof(PipelineService), "BindService")]
public abstract class PipelineService.PipelineServiceBase

Reference documentation and code samples for the Cloud AI Platform v1 API class PipelineService.PipelineServiceBase.

Base class for server-side implementations of PipelineService

Inheritance

object > PipelineService.PipelineServiceBase

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Methods

BatchCancelPipelineJobs(BatchCancelPipelineJobsRequest, ServerCallContext)

public virtual Task<Operation> BatchCancelPipelineJobs(BatchCancelPipelineJobsRequest request, ServerCallContext context)

Batch cancel PipelineJobs. Firstly the server will check if all the jobs are in non-terminal states, and skip the jobs that are already terminated. If the operation failed, none of the pipeline jobs are cancelled. The server will poll the states of all the pipeline jobs periodically to check the cancellation status. This operation will return an LRO.

Parameters
Name Description
request BatchCancelPipelineJobsRequest

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).

BatchDeletePipelineJobs(BatchDeletePipelineJobsRequest, ServerCallContext)

public virtual Task<Operation> BatchDeletePipelineJobs(BatchDeletePipelineJobsRequest request, ServerCallContext context)

Batch deletes PipelineJobs The Operation is atomic. If it fails, none of the PipelineJobs are deleted. If it succeeds, all of the PipelineJobs are deleted.

Parameters
Name Description
request BatchDeletePipelineJobsRequest

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).

CancelPipelineJob(CancelPipelineJobRequest, ServerCallContext)

public virtual Task<Empty> CancelPipelineJob(CancelPipelineJobRequest request, ServerCallContext context)

Cancels a PipelineJob. Starts asynchronous cancellation on the PipelineJob. The server makes a best effort to cancel the pipeline, but success is not guaranteed. Clients can use [PipelineService.GetPipelineJob][google.cloud.aiplatform.v1.PipelineService.GetPipelineJob] or other methods to check whether the cancellation succeeded or whether the pipeline completed despite cancellation. On successful cancellation, the PipelineJob is not deleted; instead it becomes a pipeline with a [PipelineJob.error][google.cloud.aiplatform.v1.PipelineJob.error] value with a [google.rpc.Status.code][google.rpc.Status.code] of 1, corresponding to Code.CANCELLED, and [PipelineJob.state][google.cloud.aiplatform.v1.PipelineJob.state] is set to CANCELLED.

Parameters
Name Description
request CancelPipelineJobRequest

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).

CancelTrainingPipeline(CancelTrainingPipelineRequest, ServerCallContext)

public virtual Task<Empty> CancelTrainingPipeline(CancelTrainingPipelineRequest request, ServerCallContext context)

Cancels a TrainingPipeline. Starts asynchronous cancellation on the TrainingPipeline. The server makes a best effort to cancel the pipeline, but success is not guaranteed. Clients can use [PipelineService.GetTrainingPipeline][google.cloud.aiplatform.v1.PipelineService.GetTrainingPipeline] or other methods to check whether the cancellation succeeded or whether the pipeline completed despite cancellation. On successful cancellation, the TrainingPipeline is not deleted; instead it becomes a pipeline with a [TrainingPipeline.error][google.cloud.aiplatform.v1.TrainingPipeline.error] value with a [google.rpc.Status.code][google.rpc.Status.code] of 1, corresponding to Code.CANCELLED, and [TrainingPipeline.state][google.cloud.aiplatform.v1.TrainingPipeline.state] is set to CANCELLED.

Parameters
Name Description
request CancelTrainingPipelineRequest

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).

CreatePipelineJob(CreatePipelineJobRequest, ServerCallContext)

public virtual Task<PipelineJob> CreatePipelineJob(CreatePipelineJobRequest request, ServerCallContext context)

Creates a PipelineJob. A PipelineJob will run immediately when created.

Parameters
Name Description
request CreatePipelineJobRequest

The request received from the client.
context ServerCallContext

The context of the server-side call handler being invoked.
Returns
Type Description
TaskPipelineJob

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

CreateTrainingPipeline(CreateTrainingPipelineRequest, ServerCallContext)

public virtual Task<TrainingPipeline> CreateTrainingPipeline(CreateTrainingPipelineRequest request, ServerCallContext context)

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

Parameters
Name Description
request CreateTrainingPipelineRequest

The request received from the client.
context ServerCallContext

The context of the server-side call handler being invoked.
Returns
Type Description
TaskTrainingPipeline

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

DeletePipelineJob(DeletePipelineJobRequest, ServerCallContext)

public virtual Task<Operation> DeletePipelineJob(DeletePipelineJobRequest request, ServerCallContext context)

Deletes a PipelineJob.

Parameters
Name Description
request DeletePipelineJobRequest

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).

DeleteTrainingPipeline(DeleteTrainingPipelineRequest, ServerCallContext)

public virtual Task<Operation> DeleteTrainingPipeline(DeleteTrainingPipelineRequest request, ServerCallContext context)

Deletes a TrainingPipeline.

Parameters
Name Description
request DeleteTrainingPipelineRequest

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).

GetPipelineJob(GetPipelineJobRequest, ServerCallContext)

public virtual Task<PipelineJob> GetPipelineJob(GetPipelineJobRequest request, ServerCallContext context)

Gets a PipelineJob.

Parameters
Name Description
request GetPipelineJobRequest

The request received from the client.
context ServerCallContext

The context of the server-side call handler being invoked.
Returns
Type Description
TaskPipelineJob

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

GetTrainingPipeline(GetTrainingPipelineRequest, ServerCallContext)

public virtual Task<TrainingPipeline> GetTrainingPipeline(GetTrainingPipelineRequest request, ServerCallContext context)

Gets a TrainingPipeline.

Parameters
Name Description
request GetTrainingPipelineRequest

The request received from the client.
context ServerCallContext

The context of the server-side call handler being invoked.
Returns
Type Description
TaskTrainingPipeline

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

ListPipelineJobs(ListPipelineJobsRequest, ServerCallContext)

public virtual Task<ListPipelineJobsResponse> ListPipelineJobs(ListPipelineJobsRequest request, ServerCallContext context)

Lists PipelineJobs in a Location.

Parameters
Name Description
request ListPipelineJobsRequest

The request received from the client.
context ServerCallContext

The context of the server-side call handler being invoked.
Returns
Type Description
TaskListPipelineJobsResponse

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

ListTrainingPipelines(ListTrainingPipelinesRequest, ServerCallContext)

public virtual Task<ListTrainingPipelinesResponse> ListTrainingPipelines(ListTrainingPipelinesRequest request, ServerCallContext context)

Lists TrainingPipelines in a Location.

Parameters
Name Description
request ListTrainingPipelinesRequest

The request received from the client.
context ServerCallContext

The context of the server-side call handler being invoked.
Returns
Type Description
TaskListTrainingPipelinesResponse

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