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Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::Feature.
Feature Metadata information. For example, color is a feature that describes an apple.
Inherits
- Object
Extended By
- Google::Protobuf::MessageExts::ClassMethods
Includes
- Google::Protobuf::MessageExts
Methods
#create_time
def create_time() -> ::Google::Protobuf::Timestamp- (::Google::Protobuf::Timestamp) — Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was created.
#description
def description() -> ::String- (::String) — Description of the Feature.
#description=
def description=(value) -> ::String- value (::String) — Description of the Feature.
- (::String) — Description of the Feature.
#disable_monitoring
def disable_monitoring() -> ::Boolean-
(::Boolean) — Optional. Only applicable for Vertex AI Feature Store (Legacy).
If not set, use the monitoring_config defined for the EntityType this
Feature belongs to.
Only Features with type
(Feature.ValueType) BOOL,
STRING, DOUBLE or INT64 can enable monitoring.
If set to true, all types of data monitoring are disabled despite the config on EntityType.
#disable_monitoring=
def disable_monitoring=(value) -> ::Boolean-
value (::Boolean) — Optional. Only applicable for Vertex AI Feature Store (Legacy).
If not set, use the monitoring_config defined for the EntityType this
Feature belongs to.
Only Features with type
(Feature.ValueType) BOOL,
STRING, DOUBLE or INT64 can enable monitoring.
If set to true, all types of data monitoring are disabled despite the config on EntityType.
-
(::Boolean) — Optional. Only applicable for Vertex AI Feature Store (Legacy).
If not set, use the monitoring_config defined for the EntityType this
Feature belongs to.
Only Features with type
(Feature.ValueType) BOOL,
STRING, DOUBLE or INT64 can enable monitoring.
If set to true, all types of data monitoring are disabled despite the config on EntityType.
#etag
def etag() -> ::String- (::String) — Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
#etag=
def etag=(value) -> ::String- value (::String) — Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
- (::String) — Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
#labels
def labels() -> ::Google::Protobuf::Map{::String => ::String}-
(::Google::Protobuf::Map{::String => ::String}) — Optional. The labels with user-defined metadata to organize your Features.
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 Feature (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}-
value (::Google::Protobuf::Map{::String => ::String}) — Optional. The labels with user-defined metadata to organize your Features.
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 Feature (System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
-
(::Google::Protobuf::Map{::String => ::String}) — Optional. The labels with user-defined metadata to organize your Features.
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 Feature (System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
#monitoring_stats_anomalies
def monitoring_stats_anomalies() -> ::Array<::Google::Cloud::AIPlatform::V1::Feature::MonitoringStatsAnomaly>- (::Array<::Google::Cloud::AIPlatform::V1::Feature::MonitoringStatsAnomaly>) — Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.
#name
def name() -> ::String-
(::String) — Immutable. Name of the Feature.
Format:
projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}projects/{project}/locations/{location}/featureGroups/{feature_group}/features/{feature}The last part feature is assigned by the client. The feature can be up to 64 characters long and can consist only of ASCII Latin letters A-Z and a-z, underscore(_), and ASCII digits 0-9 starting with a letter. The value will be unique given an entity type.
#name=
def name=(value) -> ::String-
value (::String) — Immutable. Name of the Feature.
Format:
projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}projects/{project}/locations/{location}/featureGroups/{feature_group}/features/{feature}The last part feature is assigned by the client. The feature can be up to 64 characters long and can consist only of ASCII Latin letters A-Z and a-z, underscore(_), and ASCII digits 0-9 starting with a letter. The value will be unique given an entity type.
-
(::String) — Immutable. Name of the Feature.
Format:
projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}projects/{project}/locations/{location}/featureGroups/{feature_group}/features/{feature}The last part feature is assigned by the client. The feature can be up to 64 characters long and can consist only of ASCII Latin letters A-Z and a-z, underscore(_), and ASCII digits 0-9 starting with a letter. The value will be unique given an entity type.
#point_of_contact
def point_of_contact() -> ::String- (::String) — Entity responsible for maintaining this feature. Can be comma separated list of email addresses or URIs.
#point_of_contact=
def point_of_contact=(value) -> ::String- value (::String) — Entity responsible for maintaining this feature. Can be comma separated list of email addresses or URIs.
- (::String) — Entity responsible for maintaining this feature. Can be comma separated list of email addresses or URIs.
#update_time
def update_time() -> ::Google::Protobuf::Timestamp- (::Google::Protobuf::Timestamp) — Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was most recently updated.
#value_type
def value_type() -> ::Google::Cloud::AIPlatform::V1::Feature::ValueType- (::Google::Cloud::AIPlatform::V1::Feature::ValueType) — Immutable. Only applicable for Vertex AI Feature Store (Legacy). Type of Feature value.
#value_type=
def value_type=(value) -> ::Google::Cloud::AIPlatform::V1::Feature::ValueType- value (::Google::Cloud::AIPlatform::V1::Feature::ValueType) — Immutable. Only applicable for Vertex AI Feature Store (Legacy). Type of Feature value.
- (::Google::Cloud::AIPlatform::V1::Feature::ValueType) — Immutable. Only applicable for Vertex AI Feature Store (Legacy). Type of Feature value.
#version_column_name
def version_column_name() -> ::String- (::String) — Only applicable for Vertex AI Feature Store. The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use feature_id.
#version_column_name=
def version_column_name=(value) -> ::String- value (::String) — Only applicable for Vertex AI Feature Store. The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use feature_id.
- (::String) — Only applicable for Vertex AI Feature Store. The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use feature_id.