Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1FeatureGroup

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

Vertex AI Feature Group.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1FeatureGroup

Returns a new instance of GoogleCloudAiplatformV1FeatureGroup.



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9485

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

Instance Attribute Details

#big_query ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1FeatureGroupBigQuery

Input source type for BigQuery Tables and Views. Corresponds to the JSON property bigQuery

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9429

def big_query
  @big_query
end

#create_time ⇒ String

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

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9434

def create_time
  @create_time
end

#description ⇒ String

Optional. Description of the FeatureGroup. Corresponds to the JSON property description

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9439

def description
  @description
end

#etag ⇒ String

Optional. Used to perform 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_v1/classes.rb', line 9445

def etag
  @etag
end

#labels ⇒ Hash<String,String>

Optional. The labels with user-defined metadata to organize your FeatureGroup. 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 FeatureGroup(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_v1/classes.rb', line 9456

def labels
  @labels
end

#name ⇒ String

Identifier. Name of the FeatureGroup. Format: projects/project/locations/ location/featureGroups/featureGroup` Corresponds to the JSON propertyname`

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9462

def name
  @name
end

#service_account_email ⇒ String

Output only. A Service Account unique to this FeatureGroup. The role bigquery. dataViewer should be granted to this service account to allow Vertex AI Feature Store to access source data while running jobs under this FeatureGroup. Corresponds to the JSON property serviceAccountEmail

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9469

def 
  @service_account_email
end

#service_agent_type ⇒ String

Optional. Service agent type used during jobs under a FeatureGroup. By default, the Vertex AI Service Agent is used. When using an IAM Policy to isolate this FeatureGroup within a project, a separate service account should be provisioned by setting this field to SERVICE_AGENT_TYPE_FEATURE_GROUP. This will generate a separate service account to access the BigQuery source table. Corresponds to the JSON property serviceAgentType

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9478

def service_agent_type
  @service_agent_type
end

#update_time ⇒ String

Output only. Timestamp when this FeatureGroup was last updated. Corresponds to the JSON property updateTime

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9483

def update_time
  @update_time
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9490

def update!(**args)
  @big_query = args[:big_query] if args.key?(:big_query)
  @create_time = args[:create_time] if args.key?(:create_time)
  @description = args[:description] if args.key?(:description)
  @etag = args[:etag] if args.key?(:etag)
  @labels = args[:labels] if args.key?(:labels)
  @name = args[:name] if args.key?(:name)
  @service_account_email = args[:service_account_email] if args.key?(:service_account_email)
  @service_agent_type = args[:service_agent_type] if args.key?(:service_agent_type)
  @update_time = args[:update_time] if args.key?(:update_time)
end