Cloud AI Platform v1 API - Class EvaluationServiceClient (3.9.0)

public abstract class EvaluationServiceClient

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

EvaluationService client wrapper, for convenient use.

Inheritance

object > EvaluationServiceClient

Inherited Members

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ToString()

Derived Types

EvaluationServiceClientImpl

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Remarks

Vertex AI Online Evaluation Service.

Properties

DefaultEndpoint

public static string DefaultEndpoint { get; }

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

Property Value
Type	Description
`string`

DefaultScopes

public static IReadOnlyList<string> DefaultScopes { get; }

The default EvaluationService scopes.

Property Value
Type	Description
`IReadOnlyListstring`

Remarks

The default EvaluationService scopes are:

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

GrpcClient

public virtual EvaluationService.EvaluationServiceClient GrpcClient { get; }

The underlying gRPC EvaluationService client

Property Value
Type	Description
`EvaluationServiceEvaluationServiceClient`

IAMPolicyClient

public virtual IAMPolicyClient IAMPolicyClient { get; }

The IAMPolicyClient associated with this client.

Property Value
Type	Description
`IAMPolicyClient`

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`

Methods

Create()

public static EvaluationServiceClient Create()

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

Returns
Type	Description
`EvaluationServiceClient`	The created EvaluationServiceClient.

CreateAsync(CancellationToken)

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

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

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

Returns
Type	Description
`TaskEvaluationServiceClient`	The task representing the created EvaluationServiceClient.

EvaluateInstances(EvaluateInstancesRequest, CallSettings)

public virtual EvaluateInstancesResponse EvaluateInstances(EvaluateInstancesRequest request, CallSettings callSettings = null)

Evaluates instances based on a given metric.

Parameters
Name	Description
`request`	`EvaluateInstancesRequest` 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
`EvaluateInstancesResponse`	The RPC response.

Example

// Create client
EvaluationServiceClient evaluationServiceClient = EvaluationServiceClient.Create();
// Initialize request argument(s)
EvaluateInstancesRequest request = new EvaluateInstancesRequest
{
    LocationAsLocationName = LocationName.FromProjectLocation("[PROJECT]", "[LOCATION]"),
    ExactMatchInput = new ExactMatchInput(),
};
// Make the request
EvaluateInstancesResponse response = evaluationServiceClient.EvaluateInstances(request);

EvaluateInstancesAsync(EvaluateInstancesRequest, CallSettings)

public virtual Task<EvaluateInstancesResponse> EvaluateInstancesAsync(EvaluateInstancesRequest request, CallSettings callSettings = null)

Evaluates instances based on a given metric.

Parameters
Name	Description
`request`	`EvaluateInstancesRequest` 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
`TaskEvaluateInstancesResponse`	A Task containing the RPC response.

Example

// Create client
EvaluationServiceClient evaluationServiceClient = await EvaluationServiceClient.CreateAsync();
// Initialize request argument(s)
EvaluateInstancesRequest request = new EvaluateInstancesRequest
{
    LocationAsLocationName = LocationName.FromProjectLocation("[PROJECT]", "[LOCATION]"),
    ExactMatchInput = new ExactMatchInput(),
};
// Make the request
EvaluateInstancesResponse response = await evaluationServiceClient.EvaluateInstancesAsync(request);

EvaluateInstancesAsync(EvaluateInstancesRequest, CancellationToken)

public virtual Task<EvaluateInstancesResponse> EvaluateInstancesAsync(EvaluateInstancesRequest request, CancellationToken cancellationToken)

Evaluates instances based on a given metric.

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

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

Example

// Create client
EvaluationServiceClient evaluationServiceClient = await EvaluationServiceClient.CreateAsync();
// Initialize request argument(s)
EvaluateInstancesRequest request = new EvaluateInstancesRequest
{
    LocationAsLocationName = LocationName.FromProjectLocation("[PROJECT]", "[LOCATION]"),
    ExactMatchInput = new ExactMatchInput(),
};
// Make the request
EvaluateInstancesResponse response = await evaluationServiceClient.EvaluateInstancesAsync(request);

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.