Discovery Engine v1 API - Class SearchTuningServiceClient (1.5.0)

public abstract class SearchTuningServiceClient

Reference documentation and code samples for the Discovery Engine v1 API class SearchTuningServiceClient.

SearchTuningService client wrapper, for convenient use.

Inheritance

object > SearchTuningServiceClient

Inherited Members

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ToString()

Derived Types

SearchTuningServiceClientImpl

Namespace

Google.Cloud.DiscoveryEngine.V1

Assembly

Google.Cloud.DiscoveryEngine.V1.dll

Remarks

Service for search tuning.

Properties

DefaultEndpoint

public static string DefaultEndpoint { get; }

The default endpoint for the SearchTuningService service, which is a host of "discoveryengine.googleapis.com" and a port of 443.

Property Value
Type	Description
`string`

DefaultScopes

public static IReadOnlyList<string> DefaultScopes { get; }

The default SearchTuningService scopes.

Property Value
Type	Description
`IReadOnlyListstring`

Remarks

The default SearchTuningService scopes are:

https://www.googleapis.com/auth/cloud-platform

GrpcClient

public virtual SearchTuningService.SearchTuningServiceClient GrpcClient { get; }

The underlying gRPC SearchTuningService client

Property Value
Type	Description
`SearchTuningServiceSearchTuningServiceClient`

LocationsClient

public virtual LocationsClient LocationsClient { get; }

The LocationsClient associated with this client.

Property Value
Type	Description
`LocationsClient`

ServiceMetadata

public static ServiceMetadata ServiceMetadata { get; }

The service metadata associated with this client type.

Property Value
Type	Description
`ServiceMetadata`

TrainCustomModelOperationsClient

public virtual OperationsClient TrainCustomModelOperationsClient { get; }

The long-running operations client for TrainCustomModel.

Property Value
Type	Description
`OperationsClient`

Methods

Create()

public static SearchTuningServiceClient Create()

Synchronously creates a SearchTuningServiceClient using the default credentials, endpoint and settings. To specify custom credentials or other settings, use SearchTuningServiceClientBuilder.

Returns
Type	Description
`SearchTuningServiceClient`	The created SearchTuningServiceClient.

CreateAsync(CancellationToken)

public static Task<SearchTuningServiceClient> CreateAsync(CancellationToken cancellationToken = default)

Asynchronously creates a SearchTuningServiceClient using the default credentials, endpoint and settings. To specify custom credentials or other settings, use SearchTuningServiceClientBuilder.

Parameter
Name	Description
`cancellationToken`	`CancellationToken` The CancellationToken to use while creating the client.

Returns
Type	Description
`TaskSearchTuningServiceClient`	The task representing the created SearchTuningServiceClient.

ListCustomModels(ListCustomModelsRequest, CallSettings)

public virtual ListCustomModelsResponse ListCustomModels(ListCustomModelsRequest request, CallSettings callSettings = null)

Gets a list of all the custom models.

Parameters
Name	Description
`request`	`ListCustomModelsRequest` The request object containing all of the parameters for the API call.
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`ListCustomModelsResponse`	The RPC response.

Example

// Create client
SearchTuningServiceClient searchTuningServiceClient = SearchTuningServiceClient.Create();
// Initialize request argument(s)
ListCustomModelsRequest request = new ListCustomModelsRequest
{
    DataStoreAsDataStoreName = DataStoreName.FromProjectLocationDataStore("[PROJECT]", "[LOCATION]", "[DATA_STORE]"),
};
// Make the request
ListCustomModelsResponse response = searchTuningServiceClient.ListCustomModels(request);

ListCustomModelsAsync(ListCustomModelsRequest, CallSettings)

public virtual Task<ListCustomModelsResponse> ListCustomModelsAsync(ListCustomModelsRequest request, CallSettings callSettings = null)

Gets a list of all the custom models.

Parameters
Name	Description
`request`	`ListCustomModelsRequest` The request object containing all of the parameters for the API call.
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`TaskListCustomModelsResponse`	A Task containing the RPC response.

Example

// Create client
SearchTuningServiceClient searchTuningServiceClient = await SearchTuningServiceClient.CreateAsync();
// Initialize request argument(s)
ListCustomModelsRequest request = new ListCustomModelsRequest
{
    DataStoreAsDataStoreName = DataStoreName.FromProjectLocationDataStore("[PROJECT]", "[LOCATION]", "[DATA_STORE]"),
};
// Make the request
ListCustomModelsResponse response = await searchTuningServiceClient.ListCustomModelsAsync(request);

ListCustomModelsAsync(ListCustomModelsRequest, CancellationToken)

public virtual Task<ListCustomModelsResponse> ListCustomModelsAsync(ListCustomModelsRequest request, CancellationToken cancellationToken)

Gets a list of all the custom models.

Parameters
Name	Description
`request`	`ListCustomModelsRequest` The request object containing all of the parameters for the API call.
`cancellationToken`	`CancellationToken` A CancellationToken to use for this RPC.

Returns
Type	Description
`TaskListCustomModelsResponse`	A Task containing the RPC response.

Example

// Create client
SearchTuningServiceClient searchTuningServiceClient = await SearchTuningServiceClient.CreateAsync();
// Initialize request argument(s)
ListCustomModelsRequest request = new ListCustomModelsRequest
{
    DataStoreAsDataStoreName = DataStoreName.FromProjectLocationDataStore("[PROJECT]", "[LOCATION]", "[DATA_STORE]"),
};
// Make the request
ListCustomModelsResponse response = await searchTuningServiceClient.ListCustomModelsAsync(request);

PollOnceTrainCustomModel(string, CallSettings)

public virtual Operation<TrainCustomModelResponse, TrainCustomModelMetadata> PollOnceTrainCustomModel(string operationName, CallSettings callSettings = null)

Poll an operation once, using an operationName from a previous invocation of TrainCustomModel.

Parameters
Name	Description
`operationName`	`string` The name of a previously invoked operation. Must not be `null` or empty.
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`OperationTrainCustomModelResponseTrainCustomModelMetadata`	The result of polling the operation.

PollOnceTrainCustomModelAsync(string, CallSettings)

public virtual Task<Operation<TrainCustomModelResponse, TrainCustomModelMetadata>> PollOnceTrainCustomModelAsync(string operationName, CallSettings callSettings = null)

Asynchronously poll an operation once, using an operationName from a previous invocation of TrainCustomModel.

Parameters
Name	Description
`operationName`	`string` The name of a previously invoked operation. Must not be `null` or empty.
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`TaskOperationTrainCustomModelResponseTrainCustomModelMetadata`	A task representing the result of polling the operation.

ShutdownDefaultChannelsAsync()

public static Task ShutdownDefaultChannelsAsync()

Shuts down any channels automatically created by Create() and CreateAsync(CancellationToken). Channels which weren't automatically created are not affected.

Returns
Type	Description
`Task`	A task representing the asynchronous shutdown operation.

Remarks

After calling this method, further calls to Create() and CreateAsync(CancellationToken) will create new channels, which could in turn be shut down by another call to this method.

TrainCustomModel(TrainCustomModelRequest, CallSettings)

public virtual Operation<TrainCustomModelResponse, TrainCustomModelMetadata> TrainCustomModel(TrainCustomModelRequest request, CallSettings callSettings = null)

Trains a custom model.

Parameters
Name	Description
`request`	`TrainCustomModelRequest` The request object containing all of the parameters for the API call.
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`OperationTrainCustomModelResponseTrainCustomModelMetadata`	The RPC response.

Example

// Create client
SearchTuningServiceClient searchTuningServiceClient = SearchTuningServiceClient.Create();
// Initialize request argument(s)
TrainCustomModelRequest request = new TrainCustomModelRequest
{
    DataStoreAsDataStoreName = DataStoreName.FromProjectLocationDataStore("[PROJECT]", "[LOCATION]", "[DATA_STORE]"),
    GcsTrainingInput = new TrainCustomModelRequest.Types.GcsTrainingInput(),
    ModelType = "",
    ErrorConfig = new ImportErrorConfig(),
    ModelId = "",
};
// Make the request
Operation<TrainCustomModelResponse, TrainCustomModelMetadata> response = searchTuningServiceClient.TrainCustomModel(request);

// Poll until the returned long-running operation is complete
Operation<TrainCustomModelResponse, TrainCustomModelMetadata> completedResponse = response.PollUntilCompleted();
// Retrieve the operation result
TrainCustomModelResponse result = completedResponse.Result;

// Or get the name of the operation
string operationName = response.Name;
// This name can be stored, then the long-running operation retrieved later by name
Operation<TrainCustomModelResponse, TrainCustomModelMetadata> retrievedResponse = searchTuningServiceClient.PollOnceTrainCustomModel(operationName);
// Check if the retrieved long-running operation has completed
if (retrievedResponse.IsCompleted)
{
    // If it has completed, then access the result
    TrainCustomModelResponse retrievedResult = retrievedResponse.Result;
}

TrainCustomModelAsync(TrainCustomModelRequest, CallSettings)

public virtual Task<Operation<TrainCustomModelResponse, TrainCustomModelMetadata>> TrainCustomModelAsync(TrainCustomModelRequest request, CallSettings callSettings = null)

Trains a custom model.

Parameters
Name	Description
`request`	`TrainCustomModelRequest` The request object containing all of the parameters for the API call.
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`TaskOperationTrainCustomModelResponseTrainCustomModelMetadata`	A Task containing the RPC response.

Example

// Create client
SearchTuningServiceClient searchTuningServiceClient = await SearchTuningServiceClient.CreateAsync();
// Initialize request argument(s)
TrainCustomModelRequest request = new TrainCustomModelRequest
{
    DataStoreAsDataStoreName = DataStoreName.FromProjectLocationDataStore("[PROJECT]", "[LOCATION]", "[DATA_STORE]"),
    GcsTrainingInput = new TrainCustomModelRequest.Types.GcsTrainingInput(),
    ModelType = "",
    ErrorConfig = new ImportErrorConfig(),
    ModelId = "",
};
// Make the request
Operation<TrainCustomModelResponse, TrainCustomModelMetadata> response = await searchTuningServiceClient.TrainCustomModelAsync(request);

// Poll until the returned long-running operation is complete
Operation<TrainCustomModelResponse, TrainCustomModelMetadata> completedResponse = await response.PollUntilCompletedAsync();
// Retrieve the operation result
TrainCustomModelResponse result = completedResponse.Result;

// Or get the name of the operation
string operationName = response.Name;
// This name can be stored, then the long-running operation retrieved later by name
Operation<TrainCustomModelResponse, TrainCustomModelMetadata> retrievedResponse = await searchTuningServiceClient.PollOnceTrainCustomModelAsync(operationName);
// Check if the retrieved long-running operation has completed
if (retrievedResponse.IsCompleted)
{
    // If it has completed, then access the result
    TrainCustomModelResponse retrievedResult = retrievedResponse.Result;
}

TrainCustomModelAsync(TrainCustomModelRequest, CancellationToken)

public virtual Task<Operation<TrainCustomModelResponse, TrainCustomModelMetadata>> TrainCustomModelAsync(TrainCustomModelRequest request, CancellationToken cancellationToken)

Trains a custom model.

Parameters
Name	Description
`request`	`TrainCustomModelRequest` The request object containing all of the parameters for the API call.
`cancellationToken`	`CancellationToken` A CancellationToken to use for this RPC.

Returns
Type	Description
`TaskOperationTrainCustomModelResponseTrainCustomModelMetadata`	A Task containing the RPC response.

Example

// Create client
SearchTuningServiceClient searchTuningServiceClient = await SearchTuningServiceClient.CreateAsync();
// Initialize request argument(s)
TrainCustomModelRequest request = new TrainCustomModelRequest
{
    DataStoreAsDataStoreName = DataStoreName.FromProjectLocationDataStore("[PROJECT]", "[LOCATION]", "[DATA_STORE]"),
    GcsTrainingInput = new TrainCustomModelRequest.Types.GcsTrainingInput(),
    ModelType = "",
    ErrorConfig = new ImportErrorConfig(),
    ModelId = "",
};
// Make the request
Operation<TrainCustomModelResponse, TrainCustomModelMetadata> response = await searchTuningServiceClient.TrainCustomModelAsync(request);

// Poll until the returned long-running operation is complete
Operation<TrainCustomModelResponse, TrainCustomModelMetadata> completedResponse = await response.PollUntilCompletedAsync();
// Retrieve the operation result
TrainCustomModelResponse result = completedResponse.Result;

// Or get the name of the operation
string operationName = response.Name;
// This name can be stored, then the long-running operation retrieved later by name
Operation<TrainCustomModelResponse, TrainCustomModelMetadata> retrievedResponse = await searchTuningServiceClient.PollOnceTrainCustomModelAsync(operationName);
// Check if the retrieved long-running operation has completed
if (retrievedResponse.IsCompleted)
{
    // If it has completed, then access the result
    TrainCustomModelResponse retrievedResult = retrievedResponse.Result;
}