Class FeaturestoreServiceClient (0.8.0)

Version 0.8.0

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FeaturestoreServiceClient(*, credentials: Optional[google.auth.credentials.Credentials] = None, transport: Optional[Union[str, google.cloud.aiplatform_v1beta1.services.featurestore_service.transports.base.FeaturestoreServiceTransport]] = 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>)

The service that handles CRUD and List for resources for Featurestore.

Inheritance

builtins.object > FeaturestoreServiceClient

Properties

transport

Return the transport used by the client instance.

Returns

Type	Description
FeaturestoreServiceTransport	The transport used by the client instance.

Methods

FeaturestoreServiceClient

FeaturestoreServiceClient(*, credentials: Optional[google.auth.credentials.Credentials] = None, transport: Optional[Union[str, google.cloud.aiplatform_v1beta1.services.featurestore_service.transports.base.FeaturestoreServiceTransport]] = 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>)

Instantiate the featurestore service client.

Parameters

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, FeaturestoreServiceTransport] 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 transport instance is provided. (1) The api_endpoint property can be used to override the default endpoint provided by the client. GOOGLE_API_USE_MTLS_ENDPOINT environment variable can also be used to override the endpoint: "always" (always use the default mTLS endpoint), "never" (always use the default regular endpoint) and "auto" (auto switch to the default mTLS endpoint if client certificate is present, this is the default value). However, the api_endpoint property takes precedence if provided. (2) If GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is "true", then the client_cert_source property can be used to provide client certificate for mutual TLS transport. If not provided, the default SSL client certificate will be used if present. If GOOGLE_API_USE_CLIENT_CERTIFICATE is "false" or not set, no client certificate will be used.
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 None, then default info will be used. Generally, you only need to set this if you're developing your own client library.

Exceptions

Type	Description
google.auth.exceptions.MutualTLSChannelError	If mutual TLS transport creation failed for any reason.

batch_create_features

batch_create_features(request: Optional[google.cloud.aiplatform_v1beta1.types.featurestore_service.BatchCreateFeaturesRequest] = None, *, parent: Optional[str] = None, requests: Optional[Sequence[google.cloud.aiplatform_v1beta1.types.featurestore_service.CreateFeatureRequest]] = None, retry: google.api_core.retry.Retry = <object object>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Creates a batch of Features in a given EntityType.

Parameters

Name	Description
request	google.cloud.aiplatform_v1beta1.types.BatchCreateFeaturesRequest The request object. Request message for FeaturestoreService.BatchCreateFeatures.
parent	str Required. The resource name of the EntityType to create the batch of Features under. Format: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type} This corresponds to the parent field on the request instance; if request is provided, this should not be set.
requests	Sequence[google.cloud.aiplatform_v1beta1.types.CreateFeatureRequest] Required. The request message specifying the Features to create. All Features must be created under the same parent EntityType. The parent field in each child request message can be omitted. If parent is set in a child request, then the value must match the parent value in this request message. This corresponds to the requests field on the request instance; if request is provided, this should not be set.
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.

Returns

Type	Description
google.api_core.operation.Operation	An object representing a long-running operation. The result type for the operation will be BatchCreateFeaturesResponse Response message for FeaturestoreService.BatchCreateFeatures.

batch_read_feature_values

batch_read_feature_values(request: Optional[google.cloud.aiplatform_v1beta1.types.featurestore_service.BatchReadFeatureValuesRequest] = None, *, featurestore: Optional[str] = None, retry: google.api_core.retry.Retry = <object object>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Batch reads Feature values from a Featurestore. This API enables batch reading Feature values, where each read instance in the batch may read Feature values of entities from one or more EntityTypes. Point-in-time correctness is guaranteed for Feature values of each read instance as of each instance's read timestamp.

Parameters

Name	Description
request	google.cloud.aiplatform_v1beta1.types.BatchReadFeatureValuesRequest The request object. Request message for FeaturestoreService.BatchReadFeatureValues. (- Next Id: 6 -)
featurestore	str Required. The resource name of the Featurestore from which to query Feature values. Format: projects/{project}/locations/{location}/featurestores/{featurestore} This corresponds to the featurestore field on the request instance; if request is provided, this should not be set.
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.

Returns

Type	Description
google.api_core.operation.Operation	An object representing a long-running operation. The result type for the operation will be BatchReadFeatureValuesResponse Response message for FeaturestoreService.BatchReadFeatureValues.

common_billing_account_path

common_billing_account_path(billing_account: str)

Return a fully-qualified billing_account string.

common_folder_path

common_folder_path(folder: str)

Return a fully-qualified folder string.

common_location_path

common_location_path(project: str, location: str)

Return a fully-qualified location string.

common_organization_path

common_organization_path(organization: str)

Return a fully-qualified organization string.