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.



8818
8819
8820
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 8818

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) 


8761
8762
8763
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 8761

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:



8767
8768
8769
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 8767

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) 


8773
8774
8775
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 8773

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>) 


8784
8785
8786
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 8784

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) 


8790
8791
8792
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 8790

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:



8796
8797
8798
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 8796

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) 


8806
8807
8808
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 8806

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) 


8811
8812
8813
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 8811

def state
  @state
end

#update_time ⇒ String

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

Returns:

  • (String) 


8816
8817
8818
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 8816

def update_time
  @update_time
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



8823
8824
8825
8826
8827
8828
8829
8830
8831
8832
8833
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 8823

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