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.



6895
6896
6897
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6895

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) 


6871
6872
6873
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6871

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:



6876
6877
6878
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6876

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>) 


6886
6887
6888
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6886

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) 


6893
6894
6895
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6893

def parameters
  @parameters
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



6900
6901
6902
6903
6904
6905
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 6900

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