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public static final class PipelineServiceGrpc.PipelineServiceFutureStub extends AbstractFutureStub<PipelineServiceGrpc.PipelineServiceFutureStub> A service for creating and managing Vertex AI's pipelines. This includes both
TrainingPipeline resources (used for AutoML and custom training) and
PipelineJob resources (used for Vertex AI Pipelines).
Inheritance
java.lang.Object > io.grpc.stub.AbstractStub > io.grpc.stub.AbstractFutureStub > PipelineServiceGrpc.PipelineServiceFutureStubMethods
build(Channel channel, CallOptions callOptions)
protected PipelineServiceGrpc.PipelineServiceFutureStub build(Channel channel, CallOptions callOptions)| Parameters | |
|---|---|
| Name | Description |
channel | io.grpc.Channel |
callOptions | io.grpc.CallOptions |
| Returns | |
|---|---|
| Type | Description |
PipelineServiceGrpc.PipelineServiceFutureStub | |
cancelPipelineJob(CancelPipelineJobRequest request)
public ListenableFuture<Empty> cancelPipelineJob(CancelPipelineJobRequest request) 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
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 value
with a google.rpc.Status.code of 1, corresponding
to Code.CANCELLED, and
PipelineJob.state is set to
CANCELLED.
| Parameter | |
|---|---|
| Name | Description |
request | CancelPipelineJobRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<Empty> | |
cancelTrainingPipeline(CancelTrainingPipelineRequest request)
public ListenableFuture<Empty> cancelTrainingPipeline(CancelTrainingPipelineRequest request) 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
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
value with a google.rpc.Status.code of 1,
corresponding to Code.CANCELLED, and
TrainingPipeline.state
is set to CANCELLED.
| Parameter | |
|---|---|
| Name | Description |
request | CancelTrainingPipelineRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<Empty> | |
createPipelineJob(CreatePipelineJobRequest request)
public ListenableFuture<PipelineJob> createPipelineJob(CreatePipelineJobRequest request)Creates a PipelineJob. A PipelineJob will run immediately when created.
| Parameter | |
|---|---|
| Name | Description |
request | CreatePipelineJobRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<PipelineJob> | |
createTrainingPipeline(CreateTrainingPipelineRequest request)
public ListenableFuture<TrainingPipeline> createTrainingPipeline(CreateTrainingPipelineRequest request)Creates a TrainingPipeline. A created TrainingPipeline right away will be attempted to be run.
| Parameter | |
|---|---|
| Name | Description |
request | CreateTrainingPipelineRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<TrainingPipeline> | |
deletePipelineJob(DeletePipelineJobRequest request)
public ListenableFuture<Operation> deletePipelineJob(DeletePipelineJobRequest request)Deletes a PipelineJob.
| Parameter | |
|---|---|
| Name | Description |
request | DeletePipelineJobRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<Operation> | |
deleteTrainingPipeline(DeleteTrainingPipelineRequest request)
public ListenableFuture<Operation> deleteTrainingPipeline(DeleteTrainingPipelineRequest request)Deletes a TrainingPipeline.
| Parameter | |
|---|---|
| Name | Description |
request | DeleteTrainingPipelineRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<Operation> | |
getPipelineJob(GetPipelineJobRequest request)
public ListenableFuture<PipelineJob> getPipelineJob(GetPipelineJobRequest request)Gets a PipelineJob.
| Parameter | |
|---|---|
| Name | Description |
request | GetPipelineJobRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<PipelineJob> | |
getTrainingPipeline(GetTrainingPipelineRequest request)
public ListenableFuture<TrainingPipeline> getTrainingPipeline(GetTrainingPipelineRequest request)Gets a TrainingPipeline.
| Parameter | |
|---|---|
| Name | Description |
request | GetTrainingPipelineRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<TrainingPipeline> | |
listPipelineJobs(ListPipelineJobsRequest request)
public ListenableFuture<ListPipelineJobsResponse> listPipelineJobs(ListPipelineJobsRequest request)Lists PipelineJobs in a Location.
| Parameter | |
|---|---|
| Name | Description |
request | ListPipelineJobsRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<ListPipelineJobsResponse> | |
listTrainingPipelines(ListTrainingPipelinesRequest request)
public ListenableFuture<ListTrainingPipelinesResponse> listTrainingPipelines(ListTrainingPipelinesRequest request)Lists TrainingPipelines in a Location.
| Parameter | |
|---|---|
| Name | Description |
request | ListTrainingPipelinesRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<ListTrainingPipelinesResponse> | |