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.



17097
17098
17099
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17097

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) 


17028
17029
17030
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17028

def create_time
  @create_time
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:



17034
17035
17036
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17034

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) 


17040
17041
17042
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17040

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>) 


17051
17052
17053
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17051

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) 


17057
17058
17059
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17057

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:



17063
17064
17065
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17063

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) 


17073
17074
17075
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17073

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) 


17078
17079
17080
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17078

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) 


17084
17085
17086
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17084

def satisfies_pzs
  @satisfies_pzs
end

#state ⇒ String

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

Returns:

  • (String) 


17090
17091
17092
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17090

def state
  @state
end

#update_time ⇒ String

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

Returns:

  • (String) 


17095
17096
17097
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17095

def update_time
  @update_time
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



17102
17103
17104
17105
17106
17107
17108
17109
17110
17111
17112
17113
17114
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17102

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