Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1Feature

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1beta1/classes.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb,
lib/google/apis/aiplatform_v1beta1/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) ⇒ GoogleCloudAiplatformV1beta1Feature

Returns a new instance of GoogleCloudAiplatformV1beta1Feature.



9911
9912
9913
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9911

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) 


9817
9818
9819
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9817

def create_time
  @create_time
end

#description ⇒ String

Description of the Feature. Corresponds to the JSON property description

Returns:

  • (String) 


9822
9823
9824
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9822

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) 


9831
9832
9833
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9831

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) 


9838
9839
9840
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9838

def etag
  @etag
end

#feature_stats_and_anomaly ⇒ Array<Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureStatsAndAnomaly>

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies. Corresponds to the JSON property featureStatsAndAnomaly

Returns:



9844
9845
9846
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9844

def feature_stats_and_anomaly
  @feature_stats_and_anomaly
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>) 


9855
9856
9857
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9855

def labels
  @labels
end

#monitoring_config ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfig

Configuration of how features in Featurestore are monitored. Corresponds to the JSON property monitoringConfig

Returns:



9860
9861
9862
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9860

def monitoring_config
  @monitoring_config
end

#monitoring_stats ⇒ Array<Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureStatsAnomaly>

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending. Corresponds to the JSON property monitoringStats

Returns:



9867
9868
9869
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9867

def monitoring_stats
  @monitoring_stats
end

#monitoring_stats_anomalies ⇒ Array<Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureMonitoringStatsAnomaly>

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:



9873
9874
9875
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9873

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) 


9884
9885
9886
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9884

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) 


9890
9891
9892
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9890

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) 


9896
9897
9898
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9896

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) 


9902
9903
9904
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9902

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) 


9909
9910
9911
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9909

def version_column_name
  @version_column_name
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



9916
9917
9918
9919
9920
9921
9922
9923
9924
9925
9926
9927
9928
9929
9930
9931
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9916

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)
  @feature_stats_and_anomaly = args[:feature_stats_and_anomaly] if args.key?(:feature_stats_and_anomaly)
  @labels = args[:labels] if args.key?(:labels)
  @monitoring_config = args[:monitoring_config] if args.key?(:monitoring_config)
  @monitoring_stats = args[:monitoring_stats] if args.key?(:monitoring_stats)
  @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