Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1Feature

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1/classes.rb,
lib/google/apis/aiplatform_v1/representations.rb,
lib/google/apis/aiplatform_v1/representations.rb

Overview

Feature Metadata information. For example, color is a feature that describes an apple.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1Feature

Returns a new instance of GoogleCloudAiplatformV1Feature.



7251
7252
7253
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7251

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#create_time ⇒ String

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was created. Corresponds to the JSON property createTime

Returns:

  • (String) 


7175
7176
7177
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7175

def create_time
  @create_time
end

#description ⇒ String

Description of the Feature. Corresponds to the JSON property description

Returns:

  • (String) 


7180
7181
7182
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7180

def description
  @description
end

#disable_monitoring ⇒ Boolean Also known as: disable_monitoring?

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. Corresponds to the JSON property disableMonitoring

Returns:

  • (Boolean) 


7189
7190
7191
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7189

def disable_monitoring
  @disable_monitoring
end

#etag ⇒ String

Used to perform a consistent read-modify-write updates. If not set, a blind " overwrite" update happens. Corresponds to the JSON property etag

Returns:

  • (String) 


7196
7197
7198
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7196

def etag
  @etag
end

#labels ⇒ Hash<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. Corresponds to the JSON property labels

Returns:

  • (Hash<String,String>) 


7207
7208
7209
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7207

def labels
  @labels
end

#monitoring_stats_anomalies ⇒ Array<Google::Apis::AiplatformV1::GoogleCloudAiplatformV1FeatureMonitoringStatsAnomaly>

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives. Corresponds to the JSON property monitoringStatsAnomalies

Returns:



7213
7214
7215
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7213

def monitoring_stats_anomalies
  @monitoring_stats_anomalies
end

#name ⇒ 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. Corresponds to the JSON property name

Returns:

  • (String) 


7224
7225
7226
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7224

def name
  @name
end

#point_of_contact ⇒ String

Entity responsible for maintaining this feature. Can be comma separated list of email addresses or URIs. Corresponds to the JSON property pointOfContact

Returns:

  • (String) 


7230
7231
7232
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7230

def point_of_contact
  @point_of_contact
end

#update_time ⇒ String

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was most recently updated. Corresponds to the JSON property updateTime

Returns:

  • (String) 


7236
7237
7238
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7236

def update_time
  @update_time
end

#value_type ⇒ String

Immutable. Only applicable for Vertex AI Feature Store (Legacy). Type of Feature value. Corresponds to the JSON property valueType

Returns:

  • (String) 


7242
7243
7244
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7242

def value_type
  @value_type
end

#version_column_name ⇒ 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. Corresponds to the JSON property versionColumnName

Returns:

  • (String) 


7249
7250
7251
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7249

def version_column_name
  @version_column_name
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



7256
7257
7258
7259
7260
7261
7262
7263
7264
7265
7266
7267
7268
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7256

def update!(**args)
  @create_time = args[:create_time] if args.key?(:create_time)
  @description = args[:description] if args.key?(:description)
  @disable_monitoring = args[:disable_monitoring] if args.key?(:disable_monitoring)
  @etag = args[:etag] if args.key?(:etag)
  @labels = args[:labels] if args.key?(:labels)
  @monitoring_stats_anomalies = args[:monitoring_stats_anomalies] if args.key?(:monitoring_stats_anomalies)
  @name = args[:name] if args.key?(:name)
  @point_of_contact = args[:point_of_contact] if args.key?(:point_of_contact)
  @update_time = args[:update_time] if args.key?(:update_time)
  @value_type = args[:value_type] if args.key?(:value_type)
  @version_column_name = args[:version_column_name] if args.key?(:version_column_name)
end