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.



7965
7966
7967
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7965

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) 


7883
7884
7885
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7883

def create_time
  @create_time
end

#description ⇒ String

Description of the Feature. Corresponds to the JSON property description

Returns:

  • (String) 


7888
7889
7890
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7888

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) 


7897
7898
7899
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7897

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) 


7904
7905
7906
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7904

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>) 


7915
7916
7917
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7915

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:



7920
7921
7922
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7920

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:



7927
7928
7929
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7927

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:



7933
7934
7935
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7933

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) 


7944
7945
7946
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7944

def name
  @name
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) 


7950
7951
7952
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7950

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) 


7956
7957
7958
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7956

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) 


7963
7964
7965
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7963

def version_column_name
  @version_column_name
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



7970
7971
7972
7973
7974
7975
7976
7977
7978
7979
7980
7981
7982
7983
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7970

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_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)
  @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