Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ExplainRequest

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

Request message for PredictionService.Explain.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1ExplainRequest

Returns a new instance of GoogleCloudAiplatformV1beta1ExplainRequest.



5046
5047
5048
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 5046

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) 


5022
5023
5024
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 5022

def deployed_model_id
  @deployed_model_id
end

#explanation_spec_override ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ExplanationSpecOverride

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

Returns:



5027
5028
5029
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 5027

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>) 


5037
5038
5039
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 5037

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) 


5044
5045
5046
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 5044

def parameters
  @parameters
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



5051
5052
5053
5054
5055
5056
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 5051

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