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.



10097
10098
10099
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10097

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) 


10021
10022
10023
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10021

def create_time
  @create_time
end

#description ⇒ String

Description of the Feature. Corresponds to the JSON property description

Returns:

  • (String) 


10026
10027
10028
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10026

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) 


10035
10036
10037
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10035

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) 


10042
10043
10044
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10042

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>) 


10053
10054
10055
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10053

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:



10059
10060
10061
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10059

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) 


10070
10071
10072
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10070

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) 


10076
10077
10078
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10076

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) 


10082
10083
10084
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10082

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) 


10088
10089
10090
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10088

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) 


10095
10096
10097
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10095

def version_column_name
  @version_column_name
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



10102
10103
10104
10105
10106
10107
10108
10109
10110
10111
10112
10113
10114
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10102

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