Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1PredictRequest

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.Predict.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1PredictRequest

Returns a new instance of GoogleCloudAiplatformV1PredictRequest.



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 31370

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

Instance Attribute Details

#instances ⇒ Array<Object>

Required. The instances that are the input to the prediction call. A DeployedModel may have an upper limit on the number of instances it supports per request, and when it is exceeded the prediction 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>) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 31355

def instances
  @instances
end

#labels ⇒ Hash<String,String>

Optional. The user labels for Imagen billing usage only. Only Imagen supports labels. For other use cases, it will be ignored. Corresponds to the JSON property labels

Returns:

  • (Hash<String,String>) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 31361

def labels
  @labels
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) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 31368

def parameters
  @parameters
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 31375

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