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.



8089
8090
8091
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 8089

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) 


8065
8066
8067
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 8065

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:



8070
8071
8072
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 8070

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>) 


8080
8081
8082
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 8080

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) 


8087
8088
8089
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 8087

def parameters
  @parameters
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



8094
8095
8096
8097
8098
8099
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 8094

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