Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::FeatureView (v0.50.0)

Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::FeatureView.

FeatureView is representation of values that the FeatureOnlineStore will serve based on its syncConfig.

Inherits

  • Object

Extended By

  • Google::Protobuf::MessageExts::ClassMethods

Includes

  • Google::Protobuf::MessageExts

Methods

#big_query_source

def big_query_source() -> ::Google::Cloud::AIPlatform::V1::FeatureView::BigQuerySource
Returns

#big_query_source=

def big_query_source=(value) -> ::Google::Cloud::AIPlatform::V1::FeatureView::BigQuerySource
Parameter
Returns

#create_time

def create_time() -> ::Google::Protobuf::Timestamp
Returns

#etag

def etag() -> ::String
Returns
  • (::String) — Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

#etag=

def etag=(value) -> ::String
Parameter
  • value (::String) — Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
Returns
  • (::String) — Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

#feature_registry_source

def feature_registry_source() -> ::Google::Cloud::AIPlatform::V1::FeatureView::FeatureRegistrySource
Returns

#feature_registry_source=

def feature_registry_source=(value) -> ::Google::Cloud::AIPlatform::V1::FeatureView::FeatureRegistrySource
Parameter
Returns

#index_config

def index_config() -> ::Google::Cloud::AIPlatform::V1::FeatureView::IndexConfig
Returns
  • (::Google::Cloud::AIPlatform::V1::FeatureView::IndexConfig) — Optional. Configuration for index preparation for vector search. It contains the required configurations to create an index from source data, so that approximate nearest neighbor (a.k.a ANN) algorithms search can be performed during online serving.

#index_config=

def index_config=(value) -> ::Google::Cloud::AIPlatform::V1::FeatureView::IndexConfig
Parameter
  • value (::Google::Cloud::AIPlatform::V1::FeatureView::IndexConfig) — Optional. Configuration for index preparation for vector search. It contains the required configurations to create an index from source data, so that approximate nearest neighbor (a.k.a ANN) algorithms search can be performed during online serving.
Returns
  • (::Google::Cloud::AIPlatform::V1::FeatureView::IndexConfig) — Optional. Configuration for index preparation for vector search. It contains the required configurations to create an index from source data, so that approximate nearest neighbor (a.k.a ANN) algorithms search can be performed during online serving.

#labels

def labels() -> ::Google::Protobuf::Map{::String => ::String}
Returns
  • (::Google::Protobuf::Map{::String => ::String}) — Optional. The labels with user-defined metadata to organize your FeatureViews.

    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.

#labels=

def labels=(value) -> ::Google::Protobuf::Map{::String => ::String}
Parameter
  • value (::Google::Protobuf::Map{::String => ::String}) — Optional. The labels with user-defined metadata to organize your FeatureViews.

    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.

Returns
  • (::Google::Protobuf::Map{::String => ::String}) — Optional. The labels with user-defined metadata to organize your FeatureViews.

    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.

#name

def name() -> ::String
Returns
  • (::String) — Identifier. Name of the FeatureView. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}

#name=

def name=(value) -> ::String
Parameter
  • value (::String) — Identifier. Name of the FeatureView. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}
Returns
  • (::String) — Identifier. Name of the FeatureView. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}

#satisfies_pzi

def satisfies_pzi() -> ::Boolean
Returns
  • (::Boolean) — Output only. Reserved for future use.

#satisfies_pzs

def satisfies_pzs() -> ::Boolean
Returns
  • (::Boolean) — Output only. Reserved for future use.

#sync_config

def sync_config() -> ::Google::Cloud::AIPlatform::V1::FeatureView::SyncConfig
Returns

#sync_config=

def sync_config=(value) -> ::Google::Cloud::AIPlatform::V1::FeatureView::SyncConfig
Parameter
Returns

#update_time

def update_time() -> ::Google::Protobuf::Timestamp
Returns