From 363c0745fe98bacf852de13fb089d0db8519eaea Mon Sep 17 00:00:00 2001 From: Khalim Conn-Kowlessar Date: Wed, 14 Jun 2023 10:14:52 +0100 Subject: [PATCH] Added unit testing --- Makefile | 2 +- .../test_mainheat_attributes_cases.py | 948 ++++++++++++++++++ epc_data/tests/test_mainheat_attributes.py | 41 + 3 files changed, 990 insertions(+), 1 deletion(-) create mode 100644 epc_data/tests/test_data/test_mainheat_attributes_cases.py create mode 100644 epc_data/tests/test_mainheat_attributes.py diff --git a/Makefile b/Makefile index 7ba8d680..f0151315 100644 --- a/Makefile +++ b/Makefile @@ -1,4 +1,4 @@ -.PHONY: epc_data_test +.PHONY: epc_data_test_attributes epc_data_test_attributes: pytest --cov-report term-missing --cov=epc_data/attributes diff --git a/epc_data/tests/test_data/test_mainheat_attributes_cases.py b/epc_data/tests/test_data/test_mainheat_attributes_cases.py new file mode 100644 index 00000000..9003665e --- /dev/null +++ b/epc_data/tests/test_data/test_mainheat_attributes_cases.py @@ -0,0 +1,948 @@ +mainheat_cases = [ + {'original_description': 'Air source heat pump , electric', 'has_radiators': False, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': True, + 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Air source heat pump fan coil units, electric', 'has_radiators': False, + 'has_fan_coil_units': True, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Air source heat pump, Fan coil units, electric', 'has_radiators': False, + 'has_fan_coil_units': True, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Air source heat pump, Systems with radiators, electric', 'has_radiators': True, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, { + 'original_description': 'Air source heat pump, Underfloor heating and radiators, pipes in insulated timber ' + 'floor, electric', + 'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': True, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, { + 'original_description': 'Air source heat pump, Underfloor heating and radiators, pipes in screed above ' + 'insulation, electric', + 'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': True, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Air source heat pump, Underfloor heating, pipes in concrete slab, electric', + 'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': True, 'has_boiler': False, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Air source heat pump, Underfloor heating, pipes in insulated timber floor, electric', + 'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': True, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Air source heat pump, Underfloor heating, pipes in screed above insulation, electric', + 'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': True, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Air source heat pump, fan coil units, electric', 'has_radiators': False, + 'has_fan_coil_units': True, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Air source heat pump, radiators and underfloor, electric', 'has_radiators': True, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Air source heat pump, radiators, electric', 'has_radiators': True, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Air source heat pump, underfloor, electric', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Air source heat pump, underfloor, electric, Air source heat pump, radiators, electric', + 'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Air source heat pump, warm air, electric', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Air source heat pump, warm air, electric, Electric storage heaters', + 'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': True, + 'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Air source heat pump, warm air, electric, Electric underfloor heating', + 'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': True, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Boiler & underfloor, electric', 'has_radiators': False, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False, + 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Boiler & underfloor, mains gas', 'has_radiators': False, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False, + 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Boiler & underfloor, mains gas, , electric', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Boiler and radiators, ', 'has_radiators': True, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 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{'original_description': 'Boiler and radiators, mains gas', 'has_radiators': True, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False, + 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Boiler and radiators, mains gas, Air source heat pump, warm air, electric', + 'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 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'has_underfloor_heating': None}, + {'original_description': 'Boiler and underfloor heating, electric', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 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False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Boiler and underfloor heating, mains gas, Air source heat pump, fan coil units, electric', + 'has_radiators': False, 'has_fan_coil_units': True, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Boiler and underfloor heating, mains gas, Boiler and radiators, mains gas', + 'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False, + 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Boiler and underfloor heating, mains gas, Boiler and underfloor heating, mains gas', + 'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False, + 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Boiler and underfloor heating, mains gas, Electric underfloor heating', + 'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Boiler, mains gas', 'has_radiators': False, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False, + 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Community scheme', 'has_radiators': False, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, + 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': True, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Community scheme, Air source heat pump, underfloor, electric', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': True, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Community scheme, Community scheme', 'has_radiators': False, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, + 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': True, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Community scheme, Room heaters, electric', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': True, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Electric ceiling heating', 'has_radiators': False, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, + 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': True, 'has_community_scheme': False, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Electric ceiling heating, Electric underfloor heating', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': True, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Electric ceiling heating, electric', 'has_radiators': False, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, + 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': True, 'has_community_scheme': False, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Electric ceiling heating, electric, Electric underfloor heating', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': True, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Electric storage heaters', 'has_radiators': False, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, + 'has_room_heaters': False, 'has_electric_storage_heaters': True, 'has_warm_air': False, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Electric storage heaters, Electric storage heaters', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': True, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Electric storage heaters, Room heaters, electric', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': True, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Electric storage heaters, Room heaters, mains gas', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': True, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Electric storage heaters, radiators', 'has_radiators': True, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, + 'has_room_heaters': False, 'has_electric_storage_heaters': True, 'has_warm_air': False, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Electric underfloor heating', 'has_radiators': False, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, + 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, + 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Electric underfloor heating, Air source heat pump, warm air, electric', + 'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': True, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Electric underfloor heating, Boiler and radiators, mains gas', 'has_radiators': True, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Electric underfloor heating, Electric ceiling heating', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': True, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Electric underfloor heating, Room heaters, electric', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Ground source heat pump, Underfloor heating, pipes in screed above insulation, electric', + 'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': True, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Ground source heat pump, radiators, electric', 'has_radiators': True, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Ground source heat pump, radiators, mains gas', 'has_radiators': True, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False, + 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Ground source heat pump, underfloor, electric', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Ground source heat pump, underfloor, mains gas', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False, + 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Ground source heat pump, warm air, electric', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'No system present: electric heaters assumed', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': True, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': True, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Portable electric heaters assumed for most rooms', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': True, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': True, 'has_electricaire': False, + 'has_assumed_for_most_rooms': True, 'has_underfloor_heating': None}, + {'original_description': 'Room heaters, anthracite', 'has_radiators': False, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, + 'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': True, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Room heaters, coal', 'has_radiators': False, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, + 'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': True, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Room heaters, coal, Room heaters, mains gas', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False, + 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': True, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Room heaters, dual fuel (mineral and wood)', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': True, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Room heaters, electric', 'has_radiators': False, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, + 'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Room heaters, electric, Electric underfloor heating', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Room heaters, electric, Room heaters, electric', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Room heaters, electric, Room heaters, mains gas', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Room heaters, mains gas', 'has_radiators': False, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, + 'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Room heaters, mains gas, Room heaters, mains gas', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False, + 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Room heaters, oil', 'has_radiators': False, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, + 'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': False, 'has_oil': True, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Room heaters, smokeless fuel', 'has_radiators': False, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, + 'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': True, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Room heaters, wood logs', 'has_radiators': False, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, + 'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': True, + 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Warm air, Electricaire', 'has_radiators': False, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, + 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': True, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': True, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Warm air, Electricaire, Room heaters, electric', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, + 'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': True, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Warm air, mains gas', 'has_radiators': False, 'has_fan_coil_units': False, + 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, + 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, + 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': True, + 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, + 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, + 'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, + 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, + 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Warm air, mains gas, Boiler and radiators, mains gas', 'has_radiators': True, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False, + 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Water source heat pump, radiators, electric', 'has_radiators': True, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': True, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None}, + {'original_description': 'Water source heat pump, underfloor, electric', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': True, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, + {'original_description': 'Water source heat pump, warm air, electric', 'has_radiators': False, + 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, + 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, + 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, + 'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, + 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, + 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': True, 'has_electric': True, + 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, 'has_oil': False, + 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, + 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, + 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None} +] diff --git a/epc_data/tests/test_mainheat_attributes.py b/epc_data/tests/test_mainheat_attributes.py new file mode 100644 index 00000000..a5057fc7 --- /dev/null +++ b/epc_data/tests/test_mainheat_attributes.py @@ -0,0 +1,41 @@ +import pytest +from epc_data.attributes.MainheatAttributes import MainHeatAttributes +from epc_data.tests.test_data.test_mainheat_attributes_cases import mainheat_cases + + +class TestMainHeatAttributes: + + def test_init(self): + # Test initialization with a valid description + valid_description = 'Room heaters, electric, Room heaters, mains gas' + floor_attr = MainHeatAttributes(valid_description) + assert floor_attr.description == valid_description.lower() + + # Test initialization with an empty description + with pytest.raises(ValueError): + MainHeatAttributes('') + + # Test initialization with a description that contains none of the keywords + with pytest.raises(ValueError): + MainHeatAttributes('description without keywords') + + def test_process_mainheat(self): + for test_case in mainheat_cases: + result = MainHeatAttributes(test_case['original_description']).process() + # Ensure the output ordering is correct + expected_result = {key: test_case[key] for key in result.keys()} + expected_result["desc"] = test_case["original_description"] + result["desc"] = test_case["original_description"] + assert result == expected_result + + def test_invalid_description(self): + # Test that invalid descriptions raise a ValueError + invalid_descriptions = [ + "", + "invalid description", + "description with no known heating types", + ] + + for description in invalid_descriptions: + with pytest.raises(ValueError): + MainHeatAttributes(description).process()