Class FeatureOnlineStore (1.37.0)

Version 1.37.0

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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.

.. _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.
name	str Output only. 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.

Classes

Bigtable

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

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.

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)

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.

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