Class FeatureOnlineStore (1.85.0) 

FeatureOnlineStore(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Vertex AI Feature Online Store provides a centralized repository for serving ML features and embedding indexes at low latency. The Feature Online Store is a top-level container.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Attributes
Name Description
bigtable google.cloud.aiplatform_v1.types.FeatureOnlineStore.Bigtable
Contains settings for the Cloud Bigtable instance that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore. This field is a member of oneof_ storage_type.
optimized google.cloud.aiplatform_v1.types.FeatureOnlineStore.Optimized
Contains settings for the Optimized store that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore. When choose Optimized storage type, need to set PrivateServiceConnectConfig.enable_private_service_connect to use private endpoint. Otherwise will use public endpoint by default. This field is a member of oneof_ storage_type.
name str
Identifier. Name of the FeatureOnlineStore. Format: projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}
create_time google.protobuf.timestamp_pb2.Timestamp
Output only. Timestamp when this FeatureOnlineStore was created.
update_time google.protobuf.timestamp_pb2.Timestamp
Output only. Timestamp when this FeatureOnlineStore was last updated.
etag str
Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
labels MutableMapping[str, str]
Optional. The labels with user-defined metadata to organize your FeatureOnlineStore. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information on and examples of labels. No more than 64 user labels can be associated with one FeatureOnlineStore(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
state google.cloud.aiplatform_v1.types.FeatureOnlineStore.State
Output only. State of the featureOnlineStore.
dedicated_serving_endpoint google.cloud.aiplatform_v1.types.FeatureOnlineStore.DedicatedServingEndpoint
Optional. The dedicated serving endpoint for this FeatureOnlineStore, which is different from common Vertex service endpoint.
encryption_spec google.cloud.aiplatform_v1.types.EncryptionSpec
Optional. Customer-managed encryption key spec for data storage. If set, online store will be secured by this key.
satisfies_pzs bool
Output only. Reserved for future use.
satisfies_pzi bool
Output only. Reserved for future use.

Classes

Bigtable

Bigtable(mapping=None, *, ignore_unknown_fields=False, **kwargs)

DedicatedServingEndpoint

DedicatedServingEndpoint(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The dedicated serving endpoint for this FeatureOnlineStore. Only need to set when you choose Optimized storage type. Public endpoint is provisioned by default.

LabelsEntry

LabelsEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The abstract base class for a message.

Parameters
Name Description
kwargs dict

Keys and values corresponding to the fields of the message.
mapping Union[dict, .Message]

A dictionary or message to be used to determine the values for this message.
ignore_unknown_fields Optional(bool)

If True, do not raise errors for unknown fields. Only applied if mapping is a mapping type or there are keyword parameters.

Optimized

Optimized(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Optimized storage type

State

State(value)

Possible states a featureOnlineStore can have.

Methods

FeatureOnlineStore

FeatureOnlineStore(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Vertex AI Feature Online Store provides a centralized repository for serving ML features and embedding indexes at low latency. The Feature Online Store is a top-level container.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields