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 that describes an attribute of an entity type. For example, apple is an entity type, and color is a feature that describes apple.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1Feature

Returns a new instance of GoogleCloudAiplatformV1beta1Feature.



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6192

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

Instance Attribute Details

#create_time ⇒ String

Output only. Timestamp when this EntityType was created. Corresponds to the JSON property createTime

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6091

def create_time
  @create_time
end

#description ⇒ String

Description of the Feature. Corresponds to the JSON property description

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6096

def description
  @description
end

#disable_monitoring ⇒ Boolean Also known as: disable_monitoring?

Optional. 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) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6104

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) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6111

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>) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6122

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:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6127

def monitoring_config
  @monitoring_config
end

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

Output only. A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending. Corresponds to the JSON property monitoringStats

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6133

def monitoring_stats
  @monitoring_stats
end

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

Output only. The list of historical stats and anomalies with specified objectives. Corresponds to the JSON property monitoringStatsAnomalies

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6139

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`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 propertyname`

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6149

def name
  @name
end

#update_time ⇒ String

Output only. Timestamp when this EntityType was most recently updated. Corresponds to the JSON property updateTime

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6154

def update_time
  @update_time
end

#value_type ⇒ String

Required. Immutable. Type of Feature value. Corresponds to the JSON property valueType

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6159

def value_type
  @value_type
end

#version_create_time ⇒ String

Output only. Timestamp when this version was created. Corresponds to the JSON property versionCreateTime

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6164

def version_create_time
  @version_create_time
end

#version_description ⇒ String

The description of this version. Corresponds to the JSON property versionDescription

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6169

def version_description
  @version_description
end

#version_id ⇒ String

Output only. Immutable. The version ID of the feature. It is an auto- incrementing decimal number in string representation. A new version is committed when a new model version is created under an existing feature id. Corresponds to the JSON property versionId

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6176

def version_id
  @version_id
end

#version_labels ⇒ Hash<String,String>

The labels with user-defined metadata to organize your versions. 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 and examples of labels. Corresponds to the JSON property versionLabels

Returns:

  • (Hash<String,String>) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6185

def version_labels
  @version_labels
end

#version_update_time ⇒ String

Output only. Timestamp when this version was most recently updated. Corresponds to the JSON property versionUpdateTime

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6190

def version_update_time
  @version_update_time
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6197

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_create_time = args[:version_create_time] if args.key?(:version_create_time)
  @version_description = args[:version_description] if args.key?(:version_description)
  @version_id = args[:version_id] if args.key?(:version_id)
  @version_labels = args[:version_labels] if args.key?(:version_labels)
  @version_update_time = args[:version_update_time] if args.key?(:version_update_time)
end