Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureOnlineStore

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

Vertex AI Feature Online Store provides a centralized repository for serving ML features and embedding indexes at low latency. The Feature Online Store is a top-level container.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1FeatureOnlineStore

Returns a new instance of GoogleCloudAiplatformV1beta1FeatureOnlineStore.



8004
8005
8006
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 8004

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

Instance Attribute Details

#bigtable ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureOnlineStoreBigtable

Contains settings for the Cloud Bigtable instance that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore. Corresponds to the JSON property bigtable

Returns:



7946
7947
7948
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7946

def bigtable
  @bigtable
end

#create_time ⇒ String

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

Returns:

  • (String) 


7951
7952
7953
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7951

def create_time
  @create_time
end

#dedicated_serving_endpoint ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureOnlineStoreDedicatedServingEndpoint

The dedicated serving endpoint for this FeatureOnlineStore. Only need to set when you choose Optimized storage type or enable EmbeddingManagement. Will use public endpoint by default. Corresponds to the JSON property dedicatedServingEndpoint

Returns:



7958
7959
7960
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7958

def dedicated_serving_endpoint
  @dedicated_serving_endpoint
end

#embedding_management ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureOnlineStoreEmbeddingManagement

Contains settings for embedding management. Corresponds to the JSON property embeddingManagement

Returns:



7963
7964
7965
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7963

def embedding_management
  @embedding_management
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) 


7969
7970
7971
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7969

def etag
  @etag
end

#labels ⇒ Hash<String,String>

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


7981
7982
7983
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7981

def labels
  @labels
end

#name ⇒ String

Identifier. Name of the FeatureOnlineStore. Format: projects/project/ locations/location/featureOnlineStores/featureOnlineStore` Corresponds to the JSON propertyname`

Returns:

  • (String) 


7987
7988
7989
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7987

def name
  @name
end

#optimized ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureOnlineStoreOptimized

Optimized storage type Corresponds to the JSON property optimized

Returns:



7992
7993
7994
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7992

def optimized
  @optimized
end

#state ⇒ String

Output only. State of the featureOnlineStore. Corresponds to the JSON property state

Returns:

  • (String) 


7997
7998
7999
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 7997

def state
  @state
end

#update_time ⇒ String

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

Returns:

  • (String) 


8002
8003
8004
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 8002

def update_time
  @update_time
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



8009
8010
8011
8012
8013
8014
8015
8016
8017
8018
8019
8020
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 8009

def update!(**args)
  @bigtable = args[:bigtable] if args.key?(:bigtable)
  @create_time = args[:create_time] if args.key?(:create_time)
  @dedicated_serving_endpoint = args[:dedicated_serving_endpoint] if args.key?(:dedicated_serving_endpoint)
  @embedding_management = args[:embedding_management] if args.key?(:embedding_management)
  @etag = args[:etag] if args.key?(:etag)
  @labels = args[:labels] if args.key?(:labels)
  @name = args[:name] if args.key?(:name)
  @optimized = args[:optimized] if args.key?(:optimized)
  @state = args[:state] if args.key?(:state)
  @update_time = args[:update_time] if args.key?(:update_time)
end