# Generated by the protocol buffer compiler.  DO NOT EDIT!
# source: google/cloud/aiplatform/v1/explanation.proto

require 'google/api/field_behavior_pb'
require 'google/cloud/aiplatform/v1/explanation_metadata_pb'
require 'google/protobuf/struct_pb'
require 'google/protobuf'

Google::Protobuf::DescriptorPool.generated_pool.build do
  add_file("google/cloud/aiplatform/v1/explanation.proto", :syntax => :proto3) do
    add_message "google.cloud.aiplatform.v1.Explanation" do
      repeated :attributions, :message, 1, "google.cloud.aiplatform.v1.Attribution"
    end
    add_message "google.cloud.aiplatform.v1.ModelExplanation" do
      repeated :mean_attributions, :message, 1, "google.cloud.aiplatform.v1.Attribution"
    end
    add_message "google.cloud.aiplatform.v1.Attribution" do
      optional :baseline_output_value, :double, 1
      optional :instance_output_value, :double, 2
      optional :feature_attributions, :message, 3, "google.protobuf.Value"
      repeated :output_index, :int32, 4
      optional :output_display_name, :string, 5
      optional :approximation_error, :double, 6
      optional :output_name, :string, 7
    end
    add_message "google.cloud.aiplatform.v1.ExplanationSpec" do
      optional :parameters, :message, 1, "google.cloud.aiplatform.v1.ExplanationParameters"
      optional :metadata, :message, 2, "google.cloud.aiplatform.v1.ExplanationMetadata"
    end
    add_message "google.cloud.aiplatform.v1.ExplanationParameters" do
      optional :top_k, :int32, 4
      optional :output_indices, :message, 5, "google.protobuf.ListValue"
      oneof :method do
        optional :sampled_shapley_attribution, :message, 1, "google.cloud.aiplatform.v1.SampledShapleyAttribution"
        optional :integrated_gradients_attribution, :message, 2, "google.cloud.aiplatform.v1.IntegratedGradientsAttribution"
        optional :xrai_attribution, :message, 3, "google.cloud.aiplatform.v1.XraiAttribution"
      end
    end
    add_message "google.cloud.aiplatform.v1.SampledShapleyAttribution" do
      optional :path_count, :int32, 1
    end
    add_message "google.cloud.aiplatform.v1.IntegratedGradientsAttribution" do
      optional :step_count, :int32, 1
      optional :smooth_grad_config, :message, 2, "google.cloud.aiplatform.v1.SmoothGradConfig"
      optional :blur_baseline_config, :message, 3, "google.cloud.aiplatform.v1.BlurBaselineConfig"
    end
    add_message "google.cloud.aiplatform.v1.XraiAttribution" do
      optional :step_count, :int32, 1
      optional :smooth_grad_config, :message, 2, "google.cloud.aiplatform.v1.SmoothGradConfig"
      optional :blur_baseline_config, :message, 3, "google.cloud.aiplatform.v1.BlurBaselineConfig"
    end
    add_message "google.cloud.aiplatform.v1.SmoothGradConfig" do
      optional :noisy_sample_count, :int32, 3
      oneof :GradientNoiseSigma do
        optional :noise_sigma, :float, 1
        optional :feature_noise_sigma, :message, 2, "google.cloud.aiplatform.v1.FeatureNoiseSigma"
      end
    end
    add_message "google.cloud.aiplatform.v1.FeatureNoiseSigma" do
      repeated :noise_sigma, :message, 1, "google.cloud.aiplatform.v1.FeatureNoiseSigma.NoiseSigmaForFeature"
    end
    add_message "google.cloud.aiplatform.v1.FeatureNoiseSigma.NoiseSigmaForFeature" do
      optional :name, :string, 1
      optional :sigma, :float, 2
    end
    add_message "google.cloud.aiplatform.v1.BlurBaselineConfig" do
      optional :max_blur_sigma, :float, 1
    end
    add_message "google.cloud.aiplatform.v1.ExplanationSpecOverride" do
      optional :parameters, :message, 1, "google.cloud.aiplatform.v1.ExplanationParameters"
      optional :metadata, :message, 2, "google.cloud.aiplatform.v1.ExplanationMetadataOverride"
    end
    add_message "google.cloud.aiplatform.v1.ExplanationMetadataOverride" do
      map :inputs, :string, :message, 1, "google.cloud.aiplatform.v1.ExplanationMetadataOverride.InputMetadataOverride"
    end
    add_message "google.cloud.aiplatform.v1.ExplanationMetadataOverride.InputMetadataOverride" do
      repeated :input_baselines, :message, 1, "google.protobuf.Value"
    end
  end
end

module Google
  module Cloud
    module AIPlatform
      module V1
        Explanation = ::Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.aiplatform.v1.Explanation").msgclass
        ModelExplanation = ::Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.aiplatform.v1.ModelExplanation").msgclass
        Attribution = ::Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.aiplatform.v1.Attribution").msgclass
        ExplanationSpec = ::Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.aiplatform.v1.ExplanationSpec").msgclass
        ExplanationParameters = ::Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.aiplatform.v1.ExplanationParameters").msgclass
        SampledShapleyAttribution = ::Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.aiplatform.v1.SampledShapleyAttribution").msgclass
        IntegratedGradientsAttribution = ::Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.aiplatform.v1.IntegratedGradientsAttribution").msgclass
        XraiAttribution = ::Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.aiplatform.v1.XraiAttribution").msgclass
        SmoothGradConfig = ::Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.aiplatform.v1.SmoothGradConfig").msgclass
        FeatureNoiseSigma = ::Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.aiplatform.v1.FeatureNoiseSigma").msgclass
        FeatureNoiseSigma::NoiseSigmaForFeature = ::Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.aiplatform.v1.FeatureNoiseSigma.NoiseSigmaForFeature").msgclass
        BlurBaselineConfig = ::Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.aiplatform.v1.BlurBaselineConfig").msgclass
        ExplanationSpecOverride = ::Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.aiplatform.v1.ExplanationSpecOverride").msgclass
        ExplanationMetadataOverride = ::Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.aiplatform.v1.ExplanationMetadataOverride").msgclass
        ExplanationMetadataOverride::InputMetadataOverride = ::Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.aiplatform.v1.ExplanationMetadataOverride.InputMetadataOverride").msgclass
      end
    end
  end
end