Class FeatureOnlineStore (1.48.0)

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_v1beta1.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_v1beta1.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_v1beta1.types.FeatureOnlineStore.State` Output only. State of the featureOnlineStore.
`dedicated_serving_endpoint`	`google.cloud.aiplatform_v1beta1.types.FeatureOnlineStore.DedicatedServingEndpoint` Optional. The dedicated serving endpoint for this FeatureOnlineStore, which is different from common Vertex service endpoint.
`embedding_management`	`google.cloud.aiplatform_v1beta1.types.FeatureOnlineStore.EmbeddingManagement` Optional. Deprecated: This field is no longer needed anymore and embedding management is automatically enabled when specifying Optimized storage type.

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.

EmbeddingManagement

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

Deprecated: This sub message is no longer needed anymore and embedding management is automatically enabled when specifying Optimized storage type. Contains settings for embedding management.

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.

Values: STATE_UNSPECIFIED (0): Default value. This value is unused. STABLE (1): State when the featureOnlineStore configuration is not being updated and the fields reflect the current configuration of the featureOnlineStore. The featureOnlineStore is usable in this state. UPDATING (2): The state of the featureOnlineStore configuration when it is being updated. During an update, the fields reflect either the original configuration or the updated configuration of the featureOnlineStore. The featureOnlineStore is still usable in this state.

Methods

FeatureOnlineStore

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