AutomobileMake.class_eval do data_miner do process "Start from scratch" do connection.drop_table table_name end schema Earth.database_options do string 'name' float 'fuel_efficiency' string 'fuel_efficiency_units' end process "Derive manufacturer names from automobile make model year variants" do AutomobileMakeModelYearVariant.run_data_miner! connection.execute %{ INSERT IGNORE INTO automobile_makes(name) SELECT DISTINCT automobile_make_model_year_variants.make_name FROM automobile_make_model_year_variants } end process "Calculate fuel efficiency from automobile make fleet years for makes with CAFE data" do AutomobileMakeFleetYear.run_data_miner! make_fleet_years = AutomobileMakeFleetYear.arel_table makes = AutomobileMake.arel_table conditional_relation = makes[:name].eq(make_fleet_years[:make_name]) relation = AutomobileMakeFleetYear.weighted_average_relation(:fuel_efficiency, :weighted_by => :volume).where(conditional_relation) update_all "fuel_efficiency = (#{relation.to_sql})" update_all "fuel_efficiency_units = 'kilometres_per_litre'" end process "Calculate fuel effeciency from automobile make model year variants for makes without CAFE data" do connection.execute %{ UPDATE automobile_makes SET automobile_makes.fuel_efficiency = (SELECT AVG(automobile_make_model_year_variants.fuel_efficiency) FROM automobile_make_model_year_variants WHERE automobile_makes.name = automobile_make_model_year_variants.make_name) WHERE automobile_makes.fuel_efficiency IS NULL } connection.execute %{ UPDATE automobile_makes SET automobile_makes.fuel_efficiency_units = 'kilometres_per_litre' WHERE automobile_makes.fuel_efficiency_units IS NULL } end verify "Fuel efficiency should be greater than zero" do AutomobileMake.all.each do |make| unless make.fuel_efficiency > 0 raise "Invalid fuel efficiency for AutomobileMake #{make.name}: #{make.fuel_efficiency} (should be > 0)" end end end verify "Fuel efficiency units should be kilometres per litre" do AutomobileMake.all.each do |make| unless make.fuel_efficiency_units == "kilometres_per_litre" raise "Invalid fuel efficiency units for AutomobileMake #{make.name}: #{make.fuel_efficiency_units} (should be kilometres_per_litre)" end end end end end # leave this for later if we need it # SUBSIDIARIES = { # 'Chevrolet' => 'GM', # 'Pontiac' => 'GM', # 'Audi' => 'Volkswagen', # 'Dodge' => 'Chrysler', # 'Lincoln' => 'Ford', # 'Plymouth' => 'Chrysler', # 'Buick' => 'GM', # 'Cadillac' => 'GM', # 'Merkur' => 'Ford', # 'Oldsmobile' => 'GM', # 'GMC' => 'GM', # 'Bentley' => 'Rolls-Royce', # currently owned by Volkswagen, but a Flying Spur is hardly a rebranded Passat # 'Acura' => 'Honda', # 'Land Rover' => 'Ford', # 'Eagle' => 'Chrysler', # 'Geo' => 'GM', # 'Laforza' => 'Ford', # 'Infiniti' => 'Nissan', # 'Lexus' => 'Toyota', # 'Saturn' => 'GM', # 'Mercury' => 'Ford', # 'Alpina' => 'BMW', # 'Mini' => 'BMW', # 'Maybach' => 'Mercedes', # 'Hummer' => 'GM' # }