Cloud AI Platform v1 API - Class VizierService.VizierServiceClient (2.24.0)

public class VizierService.VizierServiceClient : ClientBase<VizierService.VizierServiceClient>

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

Client for VizierService

Inheritance

object > ClientBase > ClientBase VizierService VizierServiceClient > VizierService.VizierServiceClient

Inherited Members

ClientBase<VizierService.VizierServiceClient>.WithHost(string)

ClientBase.CallInvoker

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ToString()

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

VizierServiceClient()

protected VizierServiceClient()

Protected parameterless constructor to allow creation of test doubles.

VizierServiceClient(CallInvoker)

public VizierServiceClient(CallInvoker callInvoker)

Creates a new client for VizierService that uses a custom CallInvoker.

Parameter
Name	Description
`callInvoker`	`CallInvoker` The callInvoker to use to make remote calls.

VizierServiceClient(ChannelBase)

public VizierServiceClient(ChannelBase channel)

Creates a new client for VizierService

Parameter
Name	Description
`channel`	`ChannelBase` The channel to use to make remote calls.

VizierServiceClient(ClientBaseConfiguration)

protected VizierServiceClient(ClientBase.ClientBaseConfiguration configuration)

Protected constructor to allow creation of configured clients.

Parameter
Name	Description
`configuration`	`ClientBaseClientBaseConfiguration` The client configuration.

Methods

AddTrialMeasurement(AddTrialMeasurementRequest, CallOptions)

public virtual Trial AddTrialMeasurement(AddTrialMeasurementRequest request, CallOptions options)

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 to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`Trial`	The response received from the server.

AddTrialMeasurement(AddTrialMeasurementRequest, Metadata, DateTime?, CancellationToken)

public virtual Trial AddTrialMeasurement(AddTrialMeasurementRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

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 to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`Trial`	The response received from the server.

AddTrialMeasurementAsync(AddTrialMeasurementRequest, CallOptions)

public virtual AsyncUnaryCall<Trial> AddTrialMeasurementAsync(AddTrialMeasurementRequest request, CallOptions options)

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 to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`AsyncUnaryCallTrial`	The call object.

AddTrialMeasurementAsync(AddTrialMeasurementRequest, Metadata, DateTime?, CancellationToken)

public virtual AsyncUnaryCall<Trial> AddTrialMeasurementAsync(AddTrialMeasurementRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

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 to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`AsyncUnaryCallTrial`	The call object.

CheckTrialEarlyStoppingState(CheckTrialEarlyStoppingStateRequest, CallOptions)

public virtual Operation CheckTrialEarlyStoppingState(CheckTrialEarlyStoppingStateRequest request, CallOptions options)

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 to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`Operation`	The response received from the server.

CheckTrialEarlyStoppingState(CheckTrialEarlyStoppingStateRequest, Metadata, DateTime?, CancellationToken)

public virtual Operation CheckTrialEarlyStoppingState(CheckTrialEarlyStoppingStateRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Parameters
Name	Description
`request`	`CheckTrialEarlyStoppingStateRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`Operation`	The response received from the server.

CheckTrialEarlyStoppingStateAsync(CheckTrialEarlyStoppingStateRequest, CallOptions)

public virtual AsyncUnaryCall<Operation> CheckTrialEarlyStoppingStateAsync(CheckTrialEarlyStoppingStateRequest request, CallOptions options)

Parameters
Name	Description
`request`	`CheckTrialEarlyStoppingStateRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`AsyncUnaryCallOperation`	The call object.

CheckTrialEarlyStoppingStateAsync(CheckTrialEarlyStoppingStateRequest, Metadata, DateTime?, CancellationToken)

public virtual AsyncUnaryCall<Operation> CheckTrialEarlyStoppingStateAsync(CheckTrialEarlyStoppingStateRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Parameters
Name	Description
`request`	`CheckTrialEarlyStoppingStateRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`AsyncUnaryCallOperation`	The call object.

CompleteTrial(CompleteTrialRequest, CallOptions)

public virtual Trial CompleteTrial(CompleteTrialRequest request, CallOptions options)

Marks a Trial as complete.

Parameters
Name	Description
`request`	`CompleteTrialRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`Trial`	The response received from the server.

CompleteTrial(CompleteTrialRequest, Metadata, DateTime?, CancellationToken)

public virtual Trial CompleteTrial(CompleteTrialRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Marks a Trial as complete.

Parameters
Name	Description
`request`	`CompleteTrialRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`Trial`	The response received from the server.

CompleteTrialAsync(CompleteTrialRequest, CallOptions)

public virtual AsyncUnaryCall<Trial> CompleteTrialAsync(CompleteTrialRequest request, CallOptions options)

Marks a Trial as complete.

Parameters
Name	Description
`request`	`CompleteTrialRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`AsyncUnaryCallTrial`	The call object.

CompleteTrialAsync(CompleteTrialRequest, Metadata, DateTime?, CancellationToken)

public virtual AsyncUnaryCall<Trial> CompleteTrialAsync(CompleteTrialRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Marks a Trial as complete.

Parameters
Name	Description
`request`	`CompleteTrialRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`AsyncUnaryCallTrial`	The call object.

CreateIAMPolicyClient()

public virtual IAMPolicy.IAMPolicyClient CreateIAMPolicyClient()

Creates a new instance of IAMPolicy.IAMPolicyClient using the same call invoker as this client.

Returns
Type	Description
`IAMPolicyIAMPolicyClient`	A new IAMPolicy.IAMPolicyClient for the same target as this client.

CreateLocationsClient()

public virtual Locations.LocationsClient CreateLocationsClient()

Creates a new instance of Locations.LocationsClient using the same call invoker as this client.

Returns
Type	Description
`LocationsLocationsClient`	A new Locations.LocationsClient for the same target as this client.

CreateOperationsClient()

public virtual Operations.OperationsClient CreateOperationsClient()

Creates a new instance of Operations.OperationsClient using the same call invoker as this client.

Returns
Type	Description
`OperationsOperationsClient`	A new Operations client for the same target as this client.

CreateStudy(CreateStudyRequest, CallOptions)

public virtual Study CreateStudy(CreateStudyRequest request, CallOptions options)

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

Parameters
Name	Description
`request`	`CreateStudyRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`Study`	The response received from the server.

CreateStudy(CreateStudyRequest, Metadata, DateTime?, CancellationToken)

public virtual Study CreateStudy(CreateStudyRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

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

Parameters
Name	Description
`request`	`CreateStudyRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`Study`	The response received from the server.

CreateStudyAsync(CreateStudyRequest, CallOptions)

public virtual AsyncUnaryCall<Study> CreateStudyAsync(CreateStudyRequest request, CallOptions options)

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

Parameters
Name	Description
`request`	`CreateStudyRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`AsyncUnaryCallStudy`	The call object.

CreateStudyAsync(CreateStudyRequest, Metadata, DateTime?, CancellationToken)

public virtual AsyncUnaryCall<Study> CreateStudyAsync(CreateStudyRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

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

Parameters
Name	Description
`request`	`CreateStudyRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`AsyncUnaryCallStudy`	The call object.

CreateTrial(CreateTrialRequest, CallOptions)

public virtual Trial CreateTrial(CreateTrialRequest request, CallOptions options)

Adds a user provided Trial to a Study.

Parameters
Name	Description
`request`	`CreateTrialRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`Trial`	The response received from the server.

CreateTrial(CreateTrialRequest, Metadata, DateTime?, CancellationToken)

public virtual Trial CreateTrial(CreateTrialRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Adds a user provided Trial to a Study.

Parameters
Name	Description
`request`	`CreateTrialRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`Trial`	The response received from the server.

CreateTrialAsync(CreateTrialRequest, CallOptions)

public virtual AsyncUnaryCall<Trial> CreateTrialAsync(CreateTrialRequest request, CallOptions options)

Adds a user provided Trial to a Study.

Parameters
Name	Description
`request`	`CreateTrialRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`AsyncUnaryCallTrial`	The call object.

CreateTrialAsync(CreateTrialRequest, Metadata, DateTime?, CancellationToken)

public virtual AsyncUnaryCall<Trial> CreateTrialAsync(CreateTrialRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Adds a user provided Trial to a Study.

Parameters
Name	Description
`request`	`CreateTrialRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`AsyncUnaryCallTrial`	The call object.

DeleteStudy(DeleteStudyRequest, CallOptions)

public virtual Empty DeleteStudy(DeleteStudyRequest request, CallOptions options)

Deletes a Study.

Parameters
Name	Description
`request`	`DeleteStudyRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`Empty`	The response received from the server.

DeleteStudy(DeleteStudyRequest, Metadata, DateTime?, CancellationToken)

public virtual Empty DeleteStudy(DeleteStudyRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Deletes a Study.

Parameters
Name	Description
`request`	`DeleteStudyRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`Empty`	The response received from the server.

DeleteStudyAsync(DeleteStudyRequest, CallOptions)

public virtual AsyncUnaryCall<Empty> DeleteStudyAsync(DeleteStudyRequest request, CallOptions options)

Deletes a Study.

Parameters
Name	Description
`request`	`DeleteStudyRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`AsyncUnaryCallEmpty`	The call object.

DeleteStudyAsync(DeleteStudyRequest, Metadata, DateTime?, CancellationToken)

public virtual AsyncUnaryCall<Empty> DeleteStudyAsync(DeleteStudyRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Deletes a Study.

Parameters
Name	Description
`request`	`DeleteStudyRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`AsyncUnaryCallEmpty`	The call object.

DeleteTrial(DeleteTrialRequest, CallOptions)

public virtual Empty DeleteTrial(DeleteTrialRequest request, CallOptions options)

Deletes a Trial.

Parameters
Name	Description
`request`	`DeleteTrialRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`Empty`	The response received from the server.

DeleteTrial(DeleteTrialRequest, Metadata, DateTime?, CancellationToken)

public virtual Empty DeleteTrial(DeleteTrialRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Deletes a Trial.

Parameters
Name	Description
`request`	`DeleteTrialRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`Empty`	The response received from the server.

DeleteTrialAsync(DeleteTrialRequest, CallOptions)

public virtual AsyncUnaryCall<Empty> DeleteTrialAsync(DeleteTrialRequest request, CallOptions options)

Deletes a Trial.

Parameters
Name	Description
`request`	`DeleteTrialRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`AsyncUnaryCallEmpty`	The call object.

DeleteTrialAsync(DeleteTrialRequest, Metadata, DateTime?, CancellationToken)

public virtual AsyncUnaryCall<Empty> DeleteTrialAsync(DeleteTrialRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Deletes a Trial.

Parameters
Name	Description
`request`	`DeleteTrialRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`AsyncUnaryCallEmpty`	The call object.

GetStudy(GetStudyRequest, CallOptions)

public virtual Study GetStudy(GetStudyRequest request, CallOptions options)

Gets a Study by name.

Parameters
Name	Description
`request`	`GetStudyRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`Study`	The response received from the server.

GetStudy(GetStudyRequest, Metadata, DateTime?, CancellationToken)

public virtual Study GetStudy(GetStudyRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Gets a Study by name.

Parameters
Name	Description
`request`	`GetStudyRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`Study`	The response received from the server.

GetStudyAsync(GetStudyRequest, CallOptions)

public virtual AsyncUnaryCall<Study> GetStudyAsync(GetStudyRequest request, CallOptions options)

Gets a Study by name.

Parameters
Name	Description
`request`	`GetStudyRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`AsyncUnaryCallStudy`	The call object.

GetStudyAsync(GetStudyRequest, Metadata, DateTime?, CancellationToken)

public virtual AsyncUnaryCall<Study> GetStudyAsync(GetStudyRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Gets a Study by name.

Parameters
Name	Description
`request`	`GetStudyRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`AsyncUnaryCallStudy`	The call object.

GetTrial(GetTrialRequest, CallOptions)

public virtual Trial GetTrial(GetTrialRequest request, CallOptions options)

Gets a Trial.

Parameters
Name	Description
`request`	`GetTrialRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`Trial`	The response received from the server.

GetTrial(GetTrialRequest, Metadata, DateTime?, CancellationToken)

public virtual Trial GetTrial(GetTrialRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Gets a Trial.

Parameters
Name	Description
`request`	`GetTrialRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`Trial`	The response received from the server.

GetTrialAsync(GetTrialRequest, CallOptions)

public virtual AsyncUnaryCall<Trial> GetTrialAsync(GetTrialRequest request, CallOptions options)

Gets a Trial.

Parameters
Name	Description
`request`	`GetTrialRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`AsyncUnaryCallTrial`	The call object.

GetTrialAsync(GetTrialRequest, Metadata, DateTime?, CancellationToken)

public virtual AsyncUnaryCall<Trial> GetTrialAsync(GetTrialRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Gets a Trial.

Parameters
Name	Description
`request`	`GetTrialRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`AsyncUnaryCallTrial`	The call object.

ListOptimalTrials(ListOptimalTrialsRequest, CallOptions)

public virtual ListOptimalTrialsResponse ListOptimalTrials(ListOptimalTrialsRequest request, CallOptions options)

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 to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`ListOptimalTrialsResponse`	The response received from the server.

ListOptimalTrials(ListOptimalTrialsRequest, Metadata, DateTime?, CancellationToken)

public virtual ListOptimalTrialsResponse ListOptimalTrials(ListOptimalTrialsRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Parameters
Name	Description
`request`	`ListOptimalTrialsRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`ListOptimalTrialsResponse`	The response received from the server.

ListOptimalTrialsAsync(ListOptimalTrialsRequest, CallOptions)

public virtual AsyncUnaryCall<ListOptimalTrialsResponse> ListOptimalTrialsAsync(ListOptimalTrialsRequest request, CallOptions options)

Parameters
Name	Description
`request`	`ListOptimalTrialsRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`AsyncUnaryCallListOptimalTrialsResponse`	The call object.

ListOptimalTrialsAsync(ListOptimalTrialsRequest, Metadata, DateTime?, CancellationToken)

public virtual AsyncUnaryCall<ListOptimalTrialsResponse> ListOptimalTrialsAsync(ListOptimalTrialsRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Parameters
Name	Description
`request`	`ListOptimalTrialsRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`AsyncUnaryCallListOptimalTrialsResponse`	The call object.

ListStudies(ListStudiesRequest, CallOptions)

public virtual ListStudiesResponse ListStudies(ListStudiesRequest request, CallOptions options)

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

Parameters
Name	Description
`request`	`ListStudiesRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`ListStudiesResponse`	The response received from the server.

ListStudies(ListStudiesRequest, Metadata, DateTime?, CancellationToken)

public virtual ListStudiesResponse ListStudies(ListStudiesRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

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

Parameters
Name	Description
`request`	`ListStudiesRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`ListStudiesResponse`	The response received from the server.

ListStudiesAsync(ListStudiesRequest, CallOptions)

public virtual AsyncUnaryCall<ListStudiesResponse> ListStudiesAsync(ListStudiesRequest request, CallOptions options)

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

Parameters
Name	Description
`request`	`ListStudiesRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`AsyncUnaryCallListStudiesResponse`	The call object.

ListStudiesAsync(ListStudiesRequest, Metadata, DateTime?, CancellationToken)

public virtual AsyncUnaryCall<ListStudiesResponse> ListStudiesAsync(ListStudiesRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

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

Parameters
Name	Description
`request`	`ListStudiesRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`AsyncUnaryCallListStudiesResponse`	The call object.

ListTrials(ListTrialsRequest, CallOptions)

public virtual ListTrialsResponse ListTrials(ListTrialsRequest request, CallOptions options)

Lists the Trials associated with a Study.

Parameters
Name	Description
`request`	`ListTrialsRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`ListTrialsResponse`	The response received from the server.

ListTrials(ListTrialsRequest, Metadata, DateTime?, CancellationToken)

public virtual ListTrialsResponse ListTrials(ListTrialsRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Lists the Trials associated with a Study.

Parameters
Name	Description
`request`	`ListTrialsRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`ListTrialsResponse`	The response received from the server.

ListTrialsAsync(ListTrialsRequest, CallOptions)

public virtual AsyncUnaryCall<ListTrialsResponse> ListTrialsAsync(ListTrialsRequest request, CallOptions options)

Lists the Trials associated with a Study.

Parameters
Name	Description
`request`	`ListTrialsRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`AsyncUnaryCallListTrialsResponse`	The call object.

ListTrialsAsync(ListTrialsRequest, Metadata, DateTime?, CancellationToken)

public virtual AsyncUnaryCall<ListTrialsResponse> ListTrialsAsync(ListTrialsRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Lists the Trials associated with a Study.

Parameters
Name	Description
`request`	`ListTrialsRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`AsyncUnaryCallListTrialsResponse`	The call object.

LookupStudy(LookupStudyRequest, CallOptions)

public virtual Study LookupStudy(LookupStudyRequest request, CallOptions options)

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 to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`Study`	The response received from the server.

LookupStudy(LookupStudyRequest, Metadata, DateTime?, CancellationToken)

public virtual Study LookupStudy(LookupStudyRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

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 to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`Study`	The response received from the server.

LookupStudyAsync(LookupStudyRequest, CallOptions)

public virtual AsyncUnaryCall<Study> LookupStudyAsync(LookupStudyRequest request, CallOptions options)

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 to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`AsyncUnaryCallStudy`	The call object.

LookupStudyAsync(LookupStudyRequest, Metadata, DateTime?, CancellationToken)

public virtual AsyncUnaryCall<Study> LookupStudyAsync(LookupStudyRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

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 to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`AsyncUnaryCallStudy`	The call object.

NewInstance(ClientBaseConfiguration)

protected override VizierService.VizierServiceClient NewInstance(ClientBase.ClientBaseConfiguration configuration)

Creates a new instance of client from given ClientBaseConfiguration.

Parameter
Name	Description
`configuration`	`ClientBaseClientBaseConfiguration`

Returns
Type	Description
`VizierServiceVizierServiceClient`

Overrides

ClientBase<VizierService.VizierServiceClient>.NewInstance(ClientBase.ClientBaseConfiguration)

StopTrial(StopTrialRequest, CallOptions)

public virtual Trial StopTrial(StopTrialRequest request, CallOptions options)

Stops a Trial.

Parameters
Name	Description
`request`	`StopTrialRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`Trial`	The response received from the server.

StopTrial(StopTrialRequest, Metadata, DateTime?, CancellationToken)

public virtual Trial StopTrial(StopTrialRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Stops a Trial.

Parameters
Name	Description
`request`	`StopTrialRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`Trial`	The response received from the server.

StopTrialAsync(StopTrialRequest, CallOptions)

public virtual AsyncUnaryCall<Trial> StopTrialAsync(StopTrialRequest request, CallOptions options)

Stops a Trial.

Parameters
Name	Description
`request`	`StopTrialRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`AsyncUnaryCallTrial`	The call object.

StopTrialAsync(StopTrialRequest, Metadata, DateTime?, CancellationToken)

public virtual AsyncUnaryCall<Trial> StopTrialAsync(StopTrialRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Stops a Trial.

Parameters
Name	Description
`request`	`StopTrialRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`AsyncUnaryCallTrial`	The call object.

SuggestTrials(SuggestTrialsRequest, CallOptions)

public virtual Operation SuggestTrials(SuggestTrialsRequest request, CallOptions options)

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 to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`Operation`	The response received from the server.

SuggestTrials(SuggestTrialsRequest, Metadata, DateTime?, CancellationToken)

public virtual Operation SuggestTrials(SuggestTrialsRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Parameters
Name	Description
`request`	`SuggestTrialsRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`Operation`	The response received from the server.

SuggestTrialsAsync(SuggestTrialsRequest, CallOptions)

public virtual AsyncUnaryCall<Operation> SuggestTrialsAsync(SuggestTrialsRequest request, CallOptions options)

Parameters
Name	Description
`request`	`SuggestTrialsRequest` The request to send to the server.
`options`	`CallOptions` The options for the call.

Returns
Type	Description
`AsyncUnaryCallOperation`	The call object.

SuggestTrialsAsync(SuggestTrialsRequest, Metadata, DateTime?, CancellationToken)

public virtual AsyncUnaryCall<Operation> SuggestTrialsAsync(SuggestTrialsRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)

Parameters
Name	Description
`request`	`SuggestTrialsRequest` The request to send to the server.
`headers`	`Metadata` The initial metadata to send with the call. This parameter is optional.
`deadline`	`DateTime` An optional deadline for the call. The call will be cancelled if deadline is hit.
`cancellationToken`	`CancellationToken` An optional token for canceling the call.

Returns
Type	Description
`AsyncUnaryCallOperation`	The call object.