Added unit testing

This commit is contained in:
Khalim Conn-Kowlessar 2023-06-14 10:14:52 +01:00
parent fd3fd16d75
commit 363c0745fe
3 changed files with 990 additions and 1 deletions

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.PHONY: epc_data_test
.PHONY: epc_data_test_attributes
epc_data_test_attributes:
pytest --cov-report term-missing --cov=epc_data/attributes

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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, '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': 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': 'Boiler and radiators, LPG', 'has_radiators': True, 'has_fan_coil_units': False,
'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
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'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,
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'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': None},
{'original_description': 'Boiler and radiators, electric', 'has_radiators': True, 'has_fan_coil_units': False,
'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
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'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': '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,
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'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',
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'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,
'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, 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,
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'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,
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'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, Boiler and radiators, wood pellets',
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'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': True, '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, Boiler and underfloor heating, 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': 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, mains gas, Boiler and underfloor heating, 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 radiators, mains gas, Electric storage heaters', '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': 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': 'Boiler and radiators, mains gas, Electric underfloor heating', '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,
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'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 and radiators, mains gas, Ground source heat pump, 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': True,
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'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': 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, mains gas, Room heaters, 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,
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'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': 'Boiler and radiators, mains gas, Room heaters, 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': 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': '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, 'has_electricaire': False,
'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True},
{'original_description': 'Boiler and underfloor heating, 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': True,
'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': True},
{'original_description': '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, 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',
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'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}
]

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@ -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()