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.



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7101

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:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7047

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) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7052

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) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7058

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:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7063

def feature_registry_source
  @feature_registry_source
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>) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7075

def labels
  @labels
end

#name ⇒ String

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

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7082

def name
  @name
end

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

Configures when data is to be synced/updated for this FeatureView. At the end of the sync the latest featureValues for each entityId of this FeatureView are made ready for online serving. Corresponds to the JSON property syncConfig

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7089

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) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7094

def update_time
  @update_time
end

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

Configuration for vector search. Corresponds to the JSON property vectorSearchConfig

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7099

def vector_search_config
  @vector_search_config
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 7106

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)
  @labels = args[:labels] if args.key?(:labels)
  @name = args[:name] if args.key?(:name)
  @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