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 20478

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 20400

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 20405

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. Public endpoint is provisioned by default. Corresponds to the JSON property dedicatedServingEndpoint

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20412

def dedicated_serving_endpoint
  @dedicated_serving_endpoint
end

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

Deprecated: This sub message is no longer needed anymore and embedding management is automatically enabled when specifying Optimized storage type. 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 20419

def embedding_management
  @embedding_management
end

#encryption_spec ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1EncryptionSpec

Represents a customer-managed encryption key specification that can be applied to a Vertex AI resource. Corresponds to the JSON property encryptionSpec

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20425

def encryption_spec
  @encryption_spec
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 20431

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 20443

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) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20449

def name
  @name
end

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

Optimized storage type Corresponds to the JSON property optimized

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20454

def optimized
  @optimized
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 20459

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 20465

def satisfies_pzs
  @satisfies_pzs
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 20471

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 20476

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 20483

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)
  @encryption_spec = args[:encryption_spec] if args.key?(:encryption_spec)
  @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)
  @satisfies_pzi = args[:satisfies_pzi] if args.key?(:satisfies_pzi)
  @satisfies_pzs = args[:satisfies_pzs] if args.key?(:satisfies_pzs)
  @state = args[:state] if args.key?(:state)
  @update_time = args[:update_time] if args.key?(:update_time)
end