Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1ExplainRequest

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

Request message for PredictionService.Explain.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1ExplainRequest

Returns a new instance of GoogleCloudAiplatformV1ExplainRequest.



6964
6965
6966
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6964

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

Instance Attribute Details

#deployed_model_id ⇒ String

If specified, this ExplainRequest will be served by the chosen DeployedModel, overriding Endpoint.traffic_split. Corresponds to the JSON property deployedModelId

Returns:

  • (String) 


6940
6941
6942
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6940

def deployed_model_id
  @deployed_model_id
end

#explanation_spec_override ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1ExplanationSpecOverride

The ExplanationSpec entries that can be overridden at online explanation time. Corresponds to the JSON property explanationSpecOverride

Returns:



6945
6946
6947
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6945

def explanation_spec_override
  @explanation_spec_override
end

#instances ⇒ Array<Object>

Required. The instances that are the input to the explanation call. A DeployedModel may have an upper limit on the number of instances it supports per request, and when it is exceeded the explanation call errors in case of AutoML Models, or, in case of customer created Models, the behaviour is as documented by that Model. The schema of any single instance may be specified via Endpoint's DeployedModels' Model's PredictSchemata's instance_schema_uri. Corresponds to the JSON property instances

Returns:

  • (Array<Object>) 


6955
6956
6957
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6955

def instances
  @instances
end

#parameters ⇒ Object

The parameters that govern the prediction. The schema of the parameters may be specified via Endpoint's DeployedModels' Model's PredictSchemata's parameters_schema_uri. Corresponds to the JSON property parameters

Returns:

  • (Object) 


6962
6963
6964
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6962

def parameters
  @parameters
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



6969
6970
6971
6972
6973
6974
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6969

def update!(**args)
  @deployed_model_id = args[:deployed_model_id] if args.key?(:deployed_model_id)
  @explanation_spec_override = args[:explanation_spec_override] if args.key?(:explanation_spec_override)
  @instances = args[:instances] if args.key?(:instances)
  @parameters = args[:parameters] if args.key?(:parameters)
end