Cloud AI Platform v1 API - Class VizierService.VizierServiceBase (3.4.0)

[BindServiceMethod(typeof(VizierService), "BindService")]
public abstract class VizierService.VizierServiceBase

Reference documentation and code samples for the Cloud AI Platform v1 API class VizierService.VizierServiceBase.

Base class for server-side implementations of VizierService

Inheritance

object > VizierService.VizierServiceBase

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Methods

AddTrialMeasurement(AddTrialMeasurementRequest, ServerCallContext)

public virtual Task<Trial> AddTrialMeasurement(AddTrialMeasurementRequest request, ServerCallContext context)

Adds a measurement of the objective metrics to a Trial. This measurement is assumed to have been taken before the Trial is complete.

Parameters
Name Description
request AddTrialMeasurementRequest

The request received from the client.

context ServerCallContext

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

Returns
Type Description
TaskTrial

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

CheckTrialEarlyStoppingState(CheckTrialEarlyStoppingStateRequest, ServerCallContext)

public virtual Task<Operation> CheckTrialEarlyStoppingState(CheckTrialEarlyStoppingStateRequest request, ServerCallContext context)

Checks whether a Trial should stop or not. Returns a long-running operation. When the operation is successful, it will contain a [CheckTrialEarlyStoppingStateResponse][google.cloud.aiplatform.v1.CheckTrialEarlyStoppingStateResponse].

Parameters
Name Description
request CheckTrialEarlyStoppingStateRequest

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).

CompleteTrial(CompleteTrialRequest, ServerCallContext)

public virtual Task<Trial> CompleteTrial(CompleteTrialRequest request, ServerCallContext context)

Marks a Trial as complete.

Parameters
Name Description
request CompleteTrialRequest

The request received from the client.

context ServerCallContext

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

Returns
Type Description
TaskTrial

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

CreateStudy(CreateStudyRequest, ServerCallContext)

public virtual Task<Study> CreateStudy(CreateStudyRequest request, ServerCallContext context)

Creates a Study. A resource name will be generated after creation of the Study.

Parameters
Name Description
request CreateStudyRequest

The request received from the client.

context ServerCallContext

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

Returns
Type Description
TaskStudy

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

CreateTrial(CreateTrialRequest, ServerCallContext)

public virtual Task<Trial> CreateTrial(CreateTrialRequest request, ServerCallContext context)

Adds a user provided Trial to a Study.

Parameters
Name Description
request CreateTrialRequest

The request received from the client.

context ServerCallContext

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

Returns
Type Description
TaskTrial

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

DeleteStudy(DeleteStudyRequest, ServerCallContext)

public virtual Task<Empty> DeleteStudy(DeleteStudyRequest request, ServerCallContext context)

Deletes a Study.

Parameters
Name Description
request DeleteStudyRequest

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).

DeleteTrial(DeleteTrialRequest, ServerCallContext)

public virtual Task<Empty> DeleteTrial(DeleteTrialRequest request, ServerCallContext context)

Deletes a Trial.

Parameters
Name Description
request DeleteTrialRequest

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).

GetStudy(GetStudyRequest, ServerCallContext)

public virtual Task<Study> GetStudy(GetStudyRequest request, ServerCallContext context)

Gets a Study by name.

Parameters
Name Description
request GetStudyRequest

The request received from the client.

context ServerCallContext

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

Returns
Type Description
TaskStudy

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

GetTrial(GetTrialRequest, ServerCallContext)

public virtual Task<Trial> GetTrial(GetTrialRequest request, ServerCallContext context)

Gets a Trial.

Parameters
Name Description
request GetTrialRequest

The request received from the client.

context ServerCallContext

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

Returns
Type Description
TaskTrial

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

ListOptimalTrials(ListOptimalTrialsRequest, ServerCallContext)

public virtual Task<ListOptimalTrialsResponse> ListOptimalTrials(ListOptimalTrialsRequest request, ServerCallContext context)

Lists the pareto-optimal Trials for multi-objective Study or the optimal Trials for single-objective Study. The definition of pareto-optimal can be checked in wiki page. https://en.wikipedia.org/wiki/Pareto_efficiency

Parameters
Name Description
request ListOptimalTrialsRequest

The request received from the client.

context ServerCallContext

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

Returns
Type Description
TaskListOptimalTrialsResponse

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

ListStudies(ListStudiesRequest, ServerCallContext)

public virtual Task<ListStudiesResponse> ListStudies(ListStudiesRequest request, ServerCallContext context)

Lists all the studies in a region for an associated project.

Parameters
Name Description
request ListStudiesRequest

The request received from the client.

context ServerCallContext

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

Returns
Type Description
TaskListStudiesResponse

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

ListTrials(ListTrialsRequest, ServerCallContext)

public virtual Task<ListTrialsResponse> ListTrials(ListTrialsRequest request, ServerCallContext context)

Lists the Trials associated with a Study.

Parameters
Name Description
request ListTrialsRequest

The request received from the client.

context ServerCallContext

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

Returns
Type Description
TaskListTrialsResponse

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

LookupStudy(LookupStudyRequest, ServerCallContext)

public virtual Task<Study> LookupStudy(LookupStudyRequest request, ServerCallContext context)

Looks a study up using the user-defined display_name field instead of the fully qualified resource name.

Parameters
Name Description
request LookupStudyRequest

The request received from the client.

context ServerCallContext

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

Returns
Type Description
TaskStudy

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

StopTrial(StopTrialRequest, ServerCallContext)

public virtual Task<Trial> StopTrial(StopTrialRequest request, ServerCallContext context)

Stops a Trial.

Parameters
Name Description
request StopTrialRequest

The request received from the client.

context ServerCallContext

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

Returns
Type Description
TaskTrial

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

SuggestTrials(SuggestTrialsRequest, ServerCallContext)

public virtual Task<Operation> SuggestTrials(SuggestTrialsRequest request, ServerCallContext context)

Adds one or more Trials to a Study, with parameter values suggested by Vertex AI Vizier. Returns a long-running operation associated with the generation of Trial suggestions. When this long-running operation succeeds, it will contain a [SuggestTrialsResponse][google.cloud.aiplatform.v1.SuggestTrialsResponse].

Parameters
Name Description
request SuggestTrialsRequest

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).