Cloud AI Platform v1 API - Class FeaturestoreOnlineServingServiceClient (2.16.0)

public abstract class FeaturestoreOnlineServingServiceClient

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

FeaturestoreOnlineServingService client wrapper, for convenient use.

Inheritance

object > FeaturestoreOnlineServingServiceClient

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Remarks

A service for serving online feature values.

Properties

DefaultEndpoint

public static string DefaultEndpoint { get; }

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

Property Value
TypeDescription
string

DefaultScopes

public static IReadOnlyList<string> DefaultScopes { get; }

The default FeaturestoreOnlineServingService scopes.

Property Value
TypeDescription
IReadOnlyListstring
Remarks

The default FeaturestoreOnlineServingService scopes are:

GrpcClient

public virtual FeaturestoreOnlineServingService.FeaturestoreOnlineServingServiceClient GrpcClient { get; }

The underlying gRPC FeaturestoreOnlineServingService client

Property Value
TypeDescription
FeaturestoreOnlineServingServiceFeaturestoreOnlineServingServiceClient

IAMPolicyClient

public virtual IAMPolicyClient IAMPolicyClient { get; }

The IAMPolicyClient associated with this client.

Property Value
TypeDescription
IAMPolicyClient

LocationsClient

public virtual LocationsClient LocationsClient { get; }

The LocationsClient associated with this client.

Property Value
TypeDescription
LocationsClient

ServiceMetadata

public static ServiceMetadata ServiceMetadata { get; }

The service metadata associated with this client type.

Property Value
TypeDescription
ServiceMetadata

Methods

Create()

public static FeaturestoreOnlineServingServiceClient Create()

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

Returns
TypeDescription
FeaturestoreOnlineServingServiceClient

The created FeaturestoreOnlineServingServiceClient.

CreateAsync(CancellationToken)

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

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

Parameter
NameDescription
cancellationTokenCancellationToken

The CancellationToken to use while creating the client.

Returns
TypeDescription
TaskFeaturestoreOnlineServingServiceClient

The task representing the created FeaturestoreOnlineServingServiceClient.

ReadFeatureValues(EntityTypeName, CallSettings)

public virtual ReadFeatureValuesResponse ReadFeatureValues(EntityTypeName entityType, CallSettings callSettings = null)

Reads Feature values of a specific entity of an EntityType. For reading feature values of multiple entities of an EntityType, please use StreamingReadFeatureValues.

Parameters
NameDescription
entityTypeEntityTypeName

Required. The resource name of the EntityType for the entity being read. Value format: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}. For example, for a machine learning model predicting user clicks on a website, an EntityType ID could be user.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
ReadFeatureValuesResponse

The RPC response.

Example
// Create client
FeaturestoreOnlineServingServiceClient featurestoreOnlineServingServiceClient = FeaturestoreOnlineServingServiceClient.Create();
// Initialize request argument(s)
EntityTypeName entityType = EntityTypeName.FromProjectLocationFeaturestoreEntityType("[PROJECT]", "[LOCATION]", "[FEATURESTORE]", "[ENTITY_TYPE]");
// Make the request
ReadFeatureValuesResponse response = featurestoreOnlineServingServiceClient.ReadFeatureValues(entityType);

ReadFeatureValues(ReadFeatureValuesRequest, CallSettings)

public virtual ReadFeatureValuesResponse ReadFeatureValues(ReadFeatureValuesRequest request, CallSettings callSettings = null)

Reads Feature values of a specific entity of an EntityType. For reading feature values of multiple entities of an EntityType, please use StreamingReadFeatureValues.

Parameters
NameDescription
requestReadFeatureValuesRequest

The request object containing all of the param