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[BindServiceMethod(typeof(VizierService), "BindService")]
public abstract class VizierService.VizierServiceBaseReference documentation and code samples for the Cloud AI Platform v1 API class VizierService.VizierServiceBase.
Base class for server-side implementations of VizierService
Namespace
GoogleCloudGoogle.Cloud.AIPlatformV1Assembly
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 | AddTrialMeasurementRequestThe request received from the client. |
context | ServerCallContextThe 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.ml.v1.CheckTrialEarlyStoppingStateResponse].
| Parameters | |
|---|---|
| Name | Description |
request | CheckTrialEarlyStoppingStateRequestThe request received from the client. |
context | ServerCallContextThe 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 | CompleteTrialRequestThe request received from the client. |
context | ServerCallContextThe 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 | CreateStudyRequestThe request received from the client. |
context | ServerCallContextThe 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 | CreateTrialRequestThe request received from the client. |
context | ServerCallContextThe 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 | DeleteStudyRequestThe request received from the client. |
context | ServerCallContextThe 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 | DeleteTrialRequestThe request received from the client. |
context | ServerCallContextThe 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 | GetStudyRequestThe request received from the client. |
context | ServerCallContextThe 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 | GetTrialRequestThe request received from the client. |
context | ServerCallContextThe 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 | ListOptimalTrialsRequestThe request received from the client. |
context | ServerCallContextThe 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 | ListStudiesRequestThe request received from the client. |
context | ServerCallContextThe 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 | ListTrialsRequestThe request received from the client. |
context | ServerCallContextThe 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 | LookupStudyRequestThe request received from the client. |
context | ServerCallContextThe 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 | StopTrialRequestThe request received from the client. |
context | ServerCallContextThe 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.ml.v1.SuggestTrialsResponse].
| Parameters | |
|---|---|
| Name | Description |
request | SuggestTrialsRequestThe request received from the client. |
context | ServerCallContextThe 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). |