Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureView

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

FeatureView is representation of values that the FeatureOnlineStore will serve based on its syncConfig.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1FeatureView

Returns a new instance of GoogleCloudAiplatformV1beta1FeatureView.



9889
9890
9891
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9889

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

Instance Attribute Details

#big_query_source ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureViewBigQuerySource

Optional. Configures how data is supposed to be extracted from a BigQuery source to be loaded onto the FeatureOnlineStore. Corresponds to the JSON property bigQuerySource

Returns:



9816
9817
9818
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9816

def big_query_source
  @big_query_source
end

#create_time ⇒ String

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

Returns:

  • (String) 


9821
9822
9823
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9821

def create_time
  @create_time
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) 


9827
9828
9829
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9827

def etag
  @etag
end

#feature_registry_source ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureViewFeatureRegistrySource

A Feature Registry source for features that need to be synced to Online Store. Corresponds to the JSON property featureRegistrySource

Returns:



9832
9833
9834
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9832

def feature_registry_source
  @feature_registry_source
end

#index_config ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureViewIndexConfig

Configuration for vector indexing. Corresponds to the JSON property indexConfig

Returns:



9837
9838
9839
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9837

def index_config
  @index_config
end

#labels ⇒ Hash<String,String>

Optional. The labels with user-defined metadata to organize your FeatureViews. 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 FeatureOnlineStore(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>) 


9849
9850
9851
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9849

def labels
  @labels
end

#name ⇒ String

Identifier. Name of the FeatureView. Format: projects/project/locations/ location/featureOnlineStores/feature_online_store/featureViews/ feature_view` Corresponds to the JSON propertyname`

Returns:

  • (String) 


9856
9857
9858
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9856

def name
  @name
end

#service_account_email ⇒ String

Output only. A Service Account unique to this FeatureView. The role bigquery. dataViewer should be granted to this service account to allow Vertex AI Feature Store to sync data to the online store. Corresponds to the JSON property serviceAccountEmail

Returns:

  • (String) 


9863
9864
9865
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9863

def 
  @service_account_email
end

#service_agent_type ⇒ String

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

Returns:

  • (String) 


9872
9873
9874
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9872

def service_agent_type
  @service_agent_type
end

#sync_config ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureViewSyncConfig

Configuration for Sync. Only one option is set. Corresponds to the JSON property syncConfig

Returns:



9877
9878
9879
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9877

def sync_config
  @sync_config
end

#update_time ⇒ String

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

Returns:

  • (String) 


9882
9883
9884
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9882

def update_time
  @update_time
end

#vector_search_config ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureViewVectorSearchConfig

Deprecated. Use IndexConfig instead. Corresponds to the JSON property vectorSearchConfig

Returns:



9887
9888
9889
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9887

def vector_search_config
  @vector_search_config
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



9894
9895
9896
9897
9898
9899
9900
9901
9902
9903
9904
9905
9906
9907
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9894

def update!(**args)
  @big_query_source = args[:big_query_source] if args.key?(:big_query_source)
  @create_time = args[:create_time] if args.key?(:create_time)
  @etag = args[:etag] if args.key?(:etag)
  @feature_registry_source = args[:feature_registry_source] if args.key?(:feature_registry_source)
  @index_config = args[:index_config] if args.key?(:index_config)
  @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)
  @sync_config = args[:sync_config] if args.key?(:sync_config)
  @update_time = args[:update_time] if args.key?(:update_time)
  @vector_search_config = args[:vector_search_config] if args.key?(:vector_search_config)
end