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 22944

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 22843

def big_query_source
  @big_query_source
end

#bigtable_metadata ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureViewBigtableMetadata

Metadata for the Cloud Bigtable that supports directly interacting Bigtable instances. Corresponds to the JSON property bigtableMetadata

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 22849

def bigtable_metadata
  @bigtable_metadata
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 22854

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 22860

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 22865

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:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 22870

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>) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 22882

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) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 22889

def name
  @name
end

#optimized_config ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureViewOptimizedConfig

Configuration for FeatureViews created in Optimized FeatureOnlineStore. Corresponds to the JSON property optimizedConfig

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 22894

def optimized_config
  @optimized_config
end

#satisfies_pzi ⇒ Boolean Also known as: satisfies_pzi?

Output only. Reserved for future use. Corresponds to the JSON property satisfiesPzi

Returns:

  • (Boolean) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 22899

def satisfies_pzi
  @satisfies_pzi
end

#satisfies_pzs ⇒ Boolean Also known as: satisfies_pzs?

Output only. Reserved for future use. Corresponds to the JSON property satisfiesPzs

Returns:

  • (Boolean) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 22905

def satisfies_pzs
  @satisfies_pzs
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) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 22913

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) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 22922

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:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 22927

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 22932

def update_time
  @update_time
end

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

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

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 22937

def vector_search_config
  @vector_search_config
end

#vertex_rag_source ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureViewVertexRagSource

A Vertex Rag source for features that need to be synced to Online Store. Corresponds to the JSON property vertexRagSource

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 22942

def vertex_rag_source
  @vertex_rag_source
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 22949

def update!(**args)
  @big_query_source = args[:big_query_source] if args.key?(:big_query_source)
  @bigtable_metadata = args[:bigtable_metadata] if args.key?(:bigtable_metadata)
  @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)
  @optimized_config = args[:optimized_config] if args.key?(:optimized_config)
  @satisfies_pzi = args[:satisfies_pzi] if args.key?(:satisfies_pzi)
  @satisfies_pzs = args[:satisfies_pzs] if args.key?(:satisfies_pzs)
  @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)
  @vertex_rag_source = args[:vertex_rag_source] if args.key?(:vertex_rag_source)
end