Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1Featurestore

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1/classes.rb,
lib/google/apis/aiplatform_v1/representations.rb,
lib/google/apis/aiplatform_v1/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) ⇒ GoogleCloudAiplatformV1Featurestore

Returns a new instance of GoogleCloudAiplatformV1Featurestore.



13667
13668
13669
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13667

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) 


13598
13599
13600
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13598

def create_time
  @create_time
end

#encryption_spec ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1EncryptionSpec

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

Returns:



13604
13605
13606
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13604

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) 


13610
13611
13612
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13610

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>) 


13621
13622
13623
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13621

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) 


13627
13628
13629
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13627

def name
  @name
end

#online_serving_config ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1FeaturestoreOnlineServingConfig

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

Returns:



13633
13634
13635
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13633

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) 


13643
13644
13645
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13643

def online_storage_ttl_days
  @online_storage_ttl_days
end

#satisfies_pzi ⇒ Boolean Also known as: satisfies_pzi?

Output only. Reserved for future use. Corresponds to the JSON property satisfiesPzi

Returns:

  • (Boolean) 


13648
13649
13650
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13648

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) 


13654
13655
13656
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13654

def satisfies_pzs
  @satisfies_pzs
end

#state ⇒ String

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

Returns:

  • (String) 


13660
13661
13662
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13660

def state
  @state
end

#update_time ⇒ String

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

Returns:

  • (String) 


13665
13666
13667
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13665

def update_time
  @update_time
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



13672
13673
13674
13675
13676
13677
13678
13679
13680
13681
13682
13683
13684
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13672

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)
  @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