Add taxonomy mapping models and the logic to generate mappings from a…

… list of mapping rules

app/models/google_product.rb

@@ -0,0 +1,5 @@
+# frozen_string_literal: true
+
+class GoogleProduct < Product
+  store :payload, coder: JSON, accessors: [:product_category_id]
+end

app/models/integration.rb

@@ -0,0 +1,6 @@
+# frozen_string_literal: true
+
+class Integration < ApplicationRecord
+  has_many :mapping_rules
+  validates :name, presence: true
+end

app/models/mapping_rule.rb

@@ -0,0 +1,49 @@
+# frozen_string_literal: true
+
+class MappingRule < ApplicationRecord
+  belongs_to :integration
+  belongs_to :input, polymorphic: true
+  belongs_to :output, polymorphic: true
+
+  PRESENT = "present"
+
+  def apply(output_acc)
+    output_hash = output.payload.as_json
+    output_hash.delete_if { |_, value| value == [] }
+    output_acc.merge(output_hash) do |key, old_val, new_val|
+      intersection = old_val.intersection(new_val)
+      if !old_val.empty? && intersection.empty?
+        raise "Rules conflicted, please review the rules.
+          rule: #{as_json}, key: #{key}, old_val: #{old_val}, new_val: #{new_val}"
+      end
+
+      intersection
+    end
+  end
+
+  def match?(product_input)
+    rule_input = input
+
+    return false unless product_input[:product_category_id] == rule_input.product_category_id
+    return true if rule_input.properties.blank?
+
+    rule_input.properties.all? do |rule_attribute|
+      product_input[:attributes].any? do |attribute|
+        if attribute[:name] == rule_attribute["name"]
+          values_match = attribute[:value] == rule_attribute["value"]
+          # TODO: Handle inputs that are lists/multi-selections
+          value_included = if rule_attribute["value"].is_a?(Array)
+            rule_attribute["value"].include?(attribute[:value])
+          else
+            false
+          end
+          value_present = attribute[:value].present? && rule_attribute["value"] == PRESENT
+
+          values_match || value_included || value_present
+        else
+          false
+        end
+      end
+    end
+  end
+end

app/models/product.rb

@@ -0,0 +1,10 @@
+# frozen_string_literal: true
+
+class Product < ApplicationRecord
+  has_many :mapping_rules
+  serialize :payload, coder: JSON
+
+  def as_json(options = {})
+    super(options.merge({ methods: :type }))
+  end
+end

app/models/shopify_product.rb

@@ -0,0 +1,5 @@
+# frozen_string_literal: true
+
+class ShopifyProduct < Product
+  store :payload, coder: JSON, accessors: [:product_category_id, :properties]
+end

app/serializers/source_data/product_serializer.rb

@@ -0,0 +1,25 @@
+# frozen_string_literal: true
+
+module SourceData
+  class ProductSerializer < ObjectSerializer
+    def serialize(product)
+      payload = {}
+      if product.is_a?(ShopifyProduct)
+        payload[:product_category_id] = product.product_category_id
+        payload[:attributes] = product.properties.map(&:deep_symbolize_keys) if product.properties.present?
+      end
+      {
+        payload: payload,
+        type: product.type,
+      }
+    end
+
+    def deserialize(payload, product_type)
+      if product_type == "ShopifyProduct"
+        properties = payload.delete("attributes")
+        payload["properties"] = properties
+      end
+      Product.new(payload: payload, type: product_type)
+    end
+  end
+end

app/services/input_product_generator.rb

@@ -0,0 +1,52 @@
+# frozen_string_literal: true
+
+class InputProductGenerator
+  class << self
+    def generate_inputs_for_categories(categories, rules)
+      all_inputs = []
+      relevant_attributes = rules.flat_map do |rule|
+        rule.input.properties&.map { |attribute| attribute["name"] }
+      end.uniq
+
+      categories.each do |category|
+        category_attributes = category.properties
+          .filter { |attribute| relevant_attributes.include?(attribute.id) }
+        all_inputs << generate_inputs_from_category(category, category_attributes)
+      end
+
+      all_inputs.flatten
+    end
+
+    private
+
+    def generate_inputs_from_category(category, relevant_category_attributes)
+      # NOTE: Shopify attributes are optional so we need to account for that in the combination
+      all_attributes_with_values = []
+      relevant_category_attributes.each do |attribute|
+        all_attributes_with_values.push(
+          attribute.property_values
+            .map { |value| [attribute.id, value.id] }
+            .append([attribute.id, nil]),
+        )
+      end
+
+      attribute_combinations = if all_attributes_with_values.present?
+        all_attributes_with_values[0].product(*all_attributes_with_values[1..])
+      else
+        [[]] # Empty attribute set
+      end
+
+      attribute_combinations.map do |combination|
+        {
+          product_category_id: category[:id],
+          attributes: combination.map do |e|
+            {
+              name: e.first,
+              value: e.last,
+            }
+          end,
+        }
+      end
+    end
+  end
+end

app/services/mapping_builder.rb

@@ -0,0 +1,37 @@
+# frozen_string_literal: true
+
+class MappingBuilder
+  class << self
+    def build_mappings_for_vertical(mapping_rules:, vertical:)
+      puts " → for #{Integration.find(mapping_rules.first.integration_id).name} in #{vertical.name}..."
+      relevant_rules = mapping_rules.select { |rule| rule.input.product_category_id.start_with?(vertical.id) }
+      return if relevant_rules.count.zero?
+
+      inputs = InputProductGenerator.generate_inputs_for_categories(vertical.descendants_and_self, relevant_rules)
+
+      build_mappings_from_inputs_and_rules(inputs, relevant_rules)
+    end
+
+    private
+
+    def build_mappings_from_inputs_and_rules(inputs, rules)
+      inputs.map do |input|
+        mapping = {
+          input: input,
+          output: rules.filter { |rule| rule.match?(input) }.reduce({}) do |final_output, rule|
+            rule.apply(final_output)
+          end,
+        }
+
+        if mapping[:output].empty?
+          nil
+        elsif mapping[:input][:attributes].empty?
+          mapping[:input].delete(:attributes)
+          mapping
+        else
+          mapping
+        end
+      end
+    end
+  end
+end

application.rb

@@ -14,6 +14,7 @@
 LOADER = Zeitwerk::Loader.new
 LOADER.push_dir("#{__dir__}/app/models")
 LOADER.push_dir("#{__dir__}/app/serializers")
+LOADER.push_dir("#{__dir__}/app/services")
 
 LOADER.inflector.inflect(
   "json" => "JSON",

bin/seed

@@ -14,10 +14,14 @@ cli.options_status
 attributes_data = cli.parse_yaml("data/attributes/attributes.yml")
 category_files = Dir.glob("#{CLI.root}/data/categories/*.yml")
 verticals_data = category_files.map { cli.parse_yaml(_1) }
+integrations_data = YAML.load_file("#{Application.root}/data/integrations/integrations.yml")
+mapping_rule_files = Dir.glob("#{Application.root}/data/integrations/*/mappings/*_shopify.yml")
 
 Application.establish_db_connection!
 Application.load_and_reset_schema!
 
 seed = DB::Seed.new(verbose: cli.options.verbose)
 seed.attributes_from(attributes_data)
 seed.categories_from(verticals_data)
+seed.integrations_from(integrations_data)
+seed.mapping_rules_from(mapping_rule_files)