Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::Featurestore (v0.2.0)

Version 0.2.0

• 0.38.0 (latest)
• 0.37.0
• 0.36.0
• 0.35.0
• 0.34.0
• 0.33.0
• 0.32.0
• 0.31.0
• 0.30.0
• 0.29.0
• 0.28.0
• 0.27.0
• 0.26.0
• 0.25.0
• 0.24.0
• 0.23.0
• 0.22.0
• 0.21.0
• 0.20.0
• 0.19.0
• 0.18.0
• 0.17.0
• 0.16.0
• 0.15.0
• 0.14.0
• 0.13.0
• 0.12.0
• 0.11.0
• 0.10.0
• 0.9.1
• 0.8.0
• 0.7.0
• 0.6.0
• 0.5.0
• 0.4.0
• 0.3.0
• 0.2.0
• 0.1.0

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

Vertex AI Feature Store provides a centralized repository for organizing, storing, and serving ML features. The Featurestore is a top-level container for your features and their values.

Inherits

• Object

Extended By

• Google::Protobuf::MessageExts::ClassMethods

Includes

• Google::Protobuf::MessageExts

Methods

#create_time

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

Returns

• (::Google::Protobuf::Timestamp) — Output only. Timestamp when this Featurestore was created.

#encryption_spec

def encryption_spec() -> ::Google::Cloud::AIPlatform::V1::EncryptionSpec

Returns

• (::Google::Cloud::AIPlatform::V1::EncryptionSpec) — Optional. Customer-managed encryption key spec for data storage. If set, both of the online and offline data storage will be secured by this key.

#encryption_spec=

def encryption_spec=(value) -> ::Google::Cloud::AIPlatform::V1::EncryptionSpec

Parameter

• value (::Google::Cloud::AIPlatform::V1::EncryptionSpec) — Optional. Customer-managed encryption key spec for data storage. If set, both of the online and offline data storage will be secured by this key.

Returns

• (::Google::Cloud::AIPlatform::V1::EncryptionSpec) — Optional. Customer-managed encryption key spec for data storage. If set, both of the online and offline data storage will be secured by this key.

#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.

#labels

def labels() -> ::Google::Protobuf::Map{::String => ::String}

Returns

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

  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 Featurestore(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 Featurestore.

  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 Featurestore(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 Featurestore.

  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 Featurestore(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.

#name

def name() -> ::String

Returns

• (::String) — Output only. Name of the Featurestore. Format: projects/{project}/locations/{location}/featurestores/{featurestore}

#online_serving_config

def online_serving_config() -> ::Google::Cloud::AIPlatform::V1::Featurestore::OnlineServingConfig

Returns

• (::Google::Cloud::AIPlatform::V1::Featurestore::OnlineServingConfig) — Required. Config for online serving resources.

#online_serving_config=

def online_serving_config=(value) -> ::Google::Cloud::AIPlatform::V1::Featurestore::OnlineServingConfig

Parameter

• value (::Google::Cloud::AIPlatform::V1::Featurestore::OnlineServingConfig) — Required. Config for online serving resources.

Returns

• (::Google::Cloud::AIPlatform::V1::Featurestore::OnlineServingConfig) — Required. Config for online serving resources.

#state

def state() -> ::Google::Cloud::AIPlatform::V1::Featurestore::State

Returns

• (::Google::Cloud::AIPlatform::V1::Featurestore::State) — Output only. State of the featurestore.

#update_time

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

Returns

• (::Google::Protobuf::Timestamp) — Output only. Timestamp when this Featurestore was last updated.