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.



13573
13574
13575
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13573

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) 


13497
13498
13499
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13497

def create_time
  @create_time
end

#description ⇒ String

Description of the Feature. Corresponds to the JSON property description

Returns:

  • (String) 


13502
13503
13504
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13502

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) 


13511
13512
13513
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13511

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) 


13518
13519
13520
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13518

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>) 


13529
13530
13531
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13529

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:



13535
13536
13537
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13535

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) 


13546
13547
13548
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13546

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) 


13552
13553
13554
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13552

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) 


13558
13559
13560
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13558

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) 


13564
13565
13566
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13564

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) 


13571
13572
13573
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13571

def version_column_name
  @version_column_name
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



13578
13579
13580
13581
13582
13583
13584
13585
13586
13587
13588
13589
13590
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13578

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