Class FeatureOnlineStoreServiceClient (2.23.0-rc)

A service for fetching feature values from the online store.

Equality

Instances of this class created via copy-construction or copy-assignment always compare equal. Instances created with equal std::shared_ptr<*Connection> objects compare equal. Objects that compare equal share the same underlying resources.

Performance

Creating a new instance of this class is a relatively expensive operation, new objects establish new connections to the service. In contrast, copy-construction, move-construction, and the corresponding assignment operations are relatively efficient as the copies share all underlying resources.

Thread Safety

Concurrent access to different instances of this class, even if they compare equal, is guaranteed to work. Two or more threads operating on the same instance of this class is not guaranteed to work. Since copy-construction and move-construction is a relatively efficient operation, consider using such a copy when using this class from multiple threads.

Constructors

FeatureOnlineStoreServiceClient(FeatureOnlineStoreServiceClient const &)

Copy and move support

Parameter
Name	Description
	`FeatureOnlineStoreServiceClient const &`

FeatureOnlineStoreServiceClient(FeatureOnlineStoreServiceClient &&)

Copy and move support

Parameter
Name	Description
	`FeatureOnlineStoreServiceClient &&`

FeatureOnlineStoreServiceClient(std::shared_ptr< FeatureOnlineStoreServiceConnection >, Options)

Parameters
Name	Description
`connection`	`std::shared_ptr< FeatureOnlineStoreServiceConnection >`
`opts`	`Options`

Operators

operator=(FeatureOnlineStoreServiceClient const &)

Copy and move support

Parameter
Name	Description
	`FeatureOnlineStoreServiceClient const &`

Returns
Type	Description
`FeatureOnlineStoreServiceClient &`

operator=(FeatureOnlineStoreServiceClient &&)

Copy and move support

Parameter
Name	Description
	`FeatureOnlineStoreServiceClient &&`

Returns
Type	Description
`FeatureOnlineStoreServiceClient &`

Functions

FetchFeatureValues(std::string const &, google::cloud::aiplatform::v1::FeatureViewDataKey const &, Options)

Fetch feature values under a FeatureView.

Parameters
Name	Description
`feature_view`	`std::string const &` Required. FeatureView resource format `projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}/featureViews/{featureView}`
`data_key`	`google::cloud::aiplatform::v1::FeatureViewDataKey const &` Optional. The request key to fetch feature values for.
`opts`	`Options` Optional. Override the class-level options, such as retry and backoff policies.

Returns
Type	Description
`StatusOr< google::cloud::aiplatform::v1::FetchFeatureValuesResponse >`	the result of the RPC. The response message type (google.cloud.aiplatform.v1.FetchFeatureValuesResponse) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the `StatusOr` contains the error details.

FetchFeatureValues(google::cloud::aiplatform::v1::FetchFeatureValuesRequest const &, Options)

Fetch feature values under a FeatureView.

Parameters
Name	Description
`request`	`google::cloud::aiplatform::v1::FetchFeatureValuesRequest const &` Unary RPCs, such as the one wrapped by this function, receive a single `request` proto message which includes all the inputs for the RPC. In this case, the proto message is a google.cloud.aiplatform.v1.FetchFeatureValuesRequest. Proto messages are converted to C++ classes by Protobuf, using the Protobuf mapping rules.
`opts`	`Options` Optional. Override the class-level options, such as retry and backoff policies.

Returns
Type	Description
`StatusOr< google::cloud::aiplatform::v1::FetchFeatureValuesResponse >`	the result of the RPC. The response message type (google.cloud.aiplatform.v1.FetchFeatureValuesResponse) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the `StatusOr` contains the error details.

SearchNearestEntities(google::cloud::aiplatform::v1::SearchNearestEntitiesRequest const &, Options)

Search the nearest entities under a FeatureView.

Search only works for indexable feature view; if a feature view isn't indexable, returns Invalid argument response.

Parameters
Name	Description
`request`	`google::cloud::aiplatform::v1::SearchNearestEntitiesRequest const &` Unary RPCs, such as the one wrapped by this function, receive a single `request` proto message which includes all the inputs for the RPC. In this case, the proto message is a google.cloud.aiplatform.v1.SearchNearestEntitiesRequest. Proto messages are converted to C++ classes by Protobuf, using the Protobuf mapping rules.
`opts`	`Options` Optional. Override the class-level options, such as retry and backoff policies.

Returns
Type	Description
`StatusOr< google::cloud::aiplatform::v1::SearchNearestEntitiesResponse >`	the result of the RPC. The response message type (google.cloud.aiplatform.v1.SearchNearestEntitiesResponse) is mapped to a C++ class using the Protobuf mapping rules. If the request fails, the `StatusOr` contains the error details.