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.



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6786

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:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6728

def bigtable
  @bigtable
end

#create_time ⇒ String

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

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6733

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:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6740

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:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6745

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) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6751

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>) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6763

def labels
  @labels
end

#name ⇒ String

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

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6769

def name
  @name
end

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

Optimized storage type to replace lightning Corresponds to the JSON property optimized

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6774

def optimized
  @optimized
end

#state ⇒ String

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

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6779

def state
  @state
end

#update_time ⇒ String

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

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 6784

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_v1beta1/classes.rb', line 6791

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