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FeaturestoreOnlineServingServiceClient(*, credentials: Optional[google.auth.credentials.Credentials] = None, transport: Optional[Union[str, google.cloud.aiplatform_v1beta1.services.featurestore_online_serving_service.transports.base.FeaturestoreOnlineServingServiceTransport]] = None, client_options: Optional[google.api_core.client_options.ClientOptions] = None, client_info: google.api_core.gapic_v1.client_info.ClientInfo = <google.api_core.gapic_v1.client_info.ClientInfo object>)
A service for serving online feature values.
Inheritance
builtins.object > FeaturestoreOnlineServingServiceClientProperties
transport
Returns the transport used by the client instance.
Type | Description |
FeaturestoreOnlineServingServiceTransport | The transport used by the client instance. |
Methods
FeaturestoreOnlineServingServiceClient
FeaturestoreOnlineServingServiceClient(*, credentials: Optional[google.auth.credentials.Credentials] = None, transport: Optional[Union[str, google.cloud.aiplatform_v1beta1.services.featurestore_online_serving_service.transports.base.FeaturestoreOnlineServingServiceTransport]] = None, client_options: Optional[google.api_core.client_options.ClientOptions] = None, client_info: google.api_core.gapic_v1.client_info.ClientInfo = <google.api_core.gapic_v1.client_info.ClientInfo object>)
Instantiates the featurestore online serving service client.
Name | Description |
credentials |
Optional[google.auth.credentials.Credentials]
The authorization credentials to attach to requests. These credentials identify the application to the service; if none are specified, the client will attempt to ascertain the credentials from the environment. |
transport |
Union[str, FeaturestoreOnlineServingServiceTransport]
The transport to use. If set to None, a transport is chosen automatically. |
client_options |
google.api_core.client_options.ClientOptions
Custom options for the client. It won't take effect if a |
client_info |
google.api_core.gapic_v1.client_info.ClientInfo
The client info used to send a user-agent string along with API requests. If |
Type | Description |
google.auth.exceptions.MutualTLSChannelError | If mutual TLS transport creation failed for any reason. |
__exit__
__exit__(type, value, traceback)
Releases underlying transport's resources.
common_billing_account_path
common_billing_account_path(billing_account: str)
Returns a fully-qualified billing_account string.
common_folder_path
common_folder_path(folder: str)
Returns a fully-qualified folder string.
common_location_path
common_location_path(project: str, location: str)
Returns a fully-qualified location string.
common_organization_path
common_organization_path(organization: str)
Returns a fully-qualified organization string.
common_project_path
common_project_path(project: str)
Returns a fully-qualified project string.
entity_type_path
entity_type_path(project: str, location: str, featurestore: str, entity_type: str)
Returns a fully-qualified entity_type string.
from_service_account_file
from_service_account_file(filename: str, *args, **kwargs)
Creates an instance of this client using the provided credentials file.
Name | Description |
filename |
str
The path to the service account private key json file. |
Type | Description |
FeaturestoreOnlineServingServiceClient | The constructed client. |
from_service_account_info
from_service_account_info(info: dict, *args, **kwargs)
Creates an instance of this client using the provided credentials info.
Name | Description |
info |
dict
The service account private key info. |
Type | Description |
FeaturestoreOnlineServingServiceClient | The constructed client. |
from_service_account_json
from_service_account_json(filename: str, *args, **kwargs)
Creates an instance of this client using the provided credentials file.
Name | Description |
filename |
str
The path to the service account private key json file. |
Type | Description |
FeaturestoreOnlineServingServiceClient | The constructed client. |
parse_common_billing_account_path
parse_common_billing_account_path(path: str)
Parse a billing_account path into its component segments.
parse_common_folder_path
parse_common_folder_path(path: str)
Parse a folder path into its component segments.
parse_common_location_path
parse_common_location_path(path: str)
Parse a location path into its component segments.
parse_common_organization_path
parse_common_organization_path(path: str)
Parse a organization path into its component segments.
parse_common_project_path
parse_common_project_path(path: str)
Parse a project path into its component segments.
parse_entity_type_path
parse_entity_type_path(path: str)
Parses a entity_type path into its component segments.
read_feature_values
read_feature_values(request: Optional[Union[google.cloud.aiplatform_v1beta1.types.featurestore_online_service.ReadFeatureValuesRequest, dict]] = None, *, entity_type: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())
Reads Feature values of a specific entity of an EntityType. For reading feature values of multiple entities of an EntityType, please use StreamingReadFeatureValues.
Name | Description |
request |
Union[google.cloud.aiplatform_v1beta1.types.ReadFeatureValuesRequest, dict]
The request object. Request message for FeaturestoreOnlineServingService.ReadFeatureValues. |
entity_type |
str
Required. The resource name of the EntityType for the entity being read. Value format: |
retry |
google.api_core.retry.Retry
Designation of what errors, if any, should be retried. |
timeout |
float
The timeout for this request. |
metadata |
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata. |
Type | Description |
google.cloud.aiplatform_v1beta1.types.ReadFeatureValuesResponse | Response message for FeaturestoreOnlineServingService.ReadFeatureValues. |
streaming_read_feature_values
streaming_read_feature_values(request: Optional[Union[google.cloud.aiplatform_v1beta1.types.featurestore_online_service.StreamingReadFeatureValuesRequest, dict]] = None, *, entity_type: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())
Reads Feature values for multiple entities. Depending on their size, data for different entities may be broken up across multiple responses.
Name | Description |
request |
Union[google.cloud.aiplatform_v1beta1.types.StreamingReadFeatureValuesRequest, dict]
The request object. Request message for [FeaturestoreOnlineServingService.StreamingFeatureValuesRead][]. |
entity_type |
str
Required. The resource name of the entities' type. Value format: |
retry |
google.api_core.retry.Retry
Designation of what errors, if any, should be retried. |
timeout |
float
The timeout for this request. |
metadata |
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata. |
Type | Description |
Iterable[google.cloud.aiplatform_v1beta1.types.ReadFeatureValuesResponse] | Response message for FeaturestoreOnlineServingService.ReadFeatureValues. |