Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveSpec

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

Monitoring objectives spec.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveSpec

Returns a new instance of GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveSpec.



17266
17267
17268
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17266

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

Instance Attribute Details

#baseline_dataset ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringInput

Model monitoring data input spec. Corresponds to the JSON property baselineDataset

Returns:



17249
17250
17251
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17249

def baseline_dataset
  @baseline_dataset
end

#explanation_spec ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ExplanationSpec

Specification of Model explanation. Corresponds to the JSON property explanationSpec

Returns:



17254
17255
17256
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17254

def explanation_spec
  @explanation_spec
end

#tabular_objective ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveSpecTabularObjective

Tabular monitoring objective. Corresponds to the JSON property tabularObjective

Returns:



17259
17260
17261
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17259

def tabular_objective
  @tabular_objective
end

#target_dataset ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringInput

Model monitoring data input spec. Corresponds to the JSON property targetDataset

Returns:



17264
17265
17266
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17264

def target_dataset
  @target_dataset
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



17271
17272
17273
17274
17275
17276
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 17271

def update!(**args)
  @baseline_dataset = args[:baseline_dataset] if args.key?(:baseline_dataset)
  @explanation_spec = args[:explanation_spec] if args.key?(:explanation_spec)
  @tabular_objective = args[:tabular_objective] if args.key?(:tabular_objective)
  @target_dataset = args[:target_dataset] if args.key?(:target_dataset)
end