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.



9552
9553
9554
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9552

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) 


9483
9484
9485
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9483

def create_time
  @create_time
end

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

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

Returns:



9489
9490
9491
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9489

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) 


9495
9496
9497
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9495

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>) 


9506
9507
9508
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9506

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) 


9512
9513
9514
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9512

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:



9518
9519
9520
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9518

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) 


9528
9529
9530
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9528

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) 


9533
9534
9535
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9533

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) 


9539
9540
9541
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9539

def satisfies_pzs
  @satisfies_pzs
end

#state ⇒ String

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

Returns:

  • (String) 


9545
9546
9547
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9545

def state
  @state
end

#update_time ⇒ String

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

Returns:

  • (String) 


9550
9551
9552
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9550

def update_time
  @update_time
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



9557
9558
9559
9560
9561
9562
9563
9564
9565
9566
9567
9568
9569
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9557

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