Cloud AI Platform v1 API - Class VizierService.VizierServiceClient (2.27.0)

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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 > ClientBaseVizierServiceVizierServiceClient > 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)

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.
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)

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
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)

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.
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)

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.
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)

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
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)

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.
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)

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.
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)

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
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)

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.
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.