Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1Featurestore

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 Store provides a centralized repository for organizing, storing, and serving ML features. The Featurestore is a top-level container for your features and their values.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1Featurestore

Returns a new instance of GoogleCloudAiplatformV1beta1Featurestore.



9942
9943
9944
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9942

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

Instance Attribute Details

#create_time ⇒ String

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

Returns:

  • (String) 


9885
9886
9887
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9885

def create_time
  @create_time
end

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

Represents a customer-managed encryption key spec that can be applied to a top- level resource. Corresponds to the JSON property encryptionSpec

Returns:



9891
9892
9893
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9891

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) 


9897
9898
9899
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9897

def etag
  @etag
end

#labels ⇒ Hash<String,String>

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


9908
9909
9910
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9908

def labels
  @labels
end

#name ⇒ String

Output only. Name of the Featurestore. Format: projects/project/locations/ location/featurestores/featurestore` Corresponds to the JSON propertyname`

Returns:

  • (String) 


9914
9915
9916
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9914

def name
  @name
end

#online_serving_config ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeaturestoreOnlineServingConfig

OnlineServingConfig specifies the details for provisioning online serving resources. Corresponds to the JSON property onlineServingConfig

Returns:



9920
9921
9922
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9920

def online_serving_config
  @online_serving_config
end

#online_storage_ttl_days ⇒ Fixnum

Optional. TTL in days for feature values that will be stored in online serving storage. The Feature Store online storage periodically removes obsolete feature values older than online_storage_ttl_days since the feature generation time. Note that online_storage_ttl_days should be less than or equal to offline_storage_ttl_days for each EntityType under a featurestore. If not set, default to 4000 days Corresponds to the JSON property onlineStorageTtlDays

Returns:

  • (Fixnum) 


9930
9931
9932
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9930

def online_storage_ttl_days
  @online_storage_ttl_days
end

#state ⇒ String

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

Returns:

  • (String) 


9935
9936
9937
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9935

def state
  @state
end

#update_time ⇒ String

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

Returns:

  • (String) 


9940
9941
9942
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9940

def update_time
  @update_time
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



9947
9948
9949
9950
9951
9952
9953
9954
9955
9956
9957
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 9947

def update!(**args)
  @create_time = args[:create_time] if args.key?(:create_time)
  @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)
  @online_serving_config = args[:online_serving_config] if args.key?(:online_serving_config)
  @online_storage_ttl_days = args[:online_storage_ttl_days] if args.key?(:online_storage_ttl_days)
  @state = args[:state] if args.key?(:state)
  @update_time = args[:update_time] if args.key?(:update_time)
end