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Added additional heating unit test
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Khalim Conn-Kowlessar
parent
1854060266
commit
5243e64e41
2 changed files with 105 additions and 4 deletions
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@ -51,7 +51,9 @@ class HeatingRecommender:
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self.heating_recommendations = []
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self.heating_control_recommendations = []
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self.has_electric_heating_description = self.property.main_heating["has_electric"]
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self.has_electric_heating_description = (
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self.property.main_heating["has_electric"] or self.property.main_heating["has_electricaire"]
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)
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self.has_ashp = self.property.main_heating["has_air_source_heat_pump"]
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self.has_room_heaters = (
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self.property.main_heating["has_room_heaters"] or
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@ -1265,7 +1265,105 @@ testing_examples = [
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'Storage Heater Controls'
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],
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"heating_controls_recommendation_descriptions": [],
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"notes": "This property has room heaters with two different fuel sources"
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"notes": "This property has room heaters with two different fuel sources, so we recommend HHR, ASHP, and a "
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"boiler upgrade"
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},
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{
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"epc": {
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'lmk-key': '717779210932011102812033766268396', 'address1': '28, Overdale Road', 'address2': None,
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'address3': None, 'postcode': 'CV5 8AL', 'building-reference-number': 1616392968,
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'current-energy-rating': 'F', 'potential-energy-rating': 'E', 'current-energy-efficiency': 28,
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'potential-energy-efficiency': 40, 'property-type': 'Flat', 'built-form': 'NO DATA!',
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'inspection-date': '2011-10-27', 'local-authority': 'E08000026', 'constituency': 'E14000650',
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'county': None,
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'lodgement-date': '2011-10-28', 'transaction-type': 'marketed sale', 'environment-impact-current': 37,
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'environment-impact-potential': 47, 'energy-consumption-current': 544, 'energy-consumption-potential': 431,
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'co2-emissions-current': 5.1, 'co2-emiss-curr-per-floor-area': 96, 'co2-emissions-potential': 4.0,
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'lighting-cost-current': 54, 'lighting-cost-potential': 31, 'heating-cost-current': 576,
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'heating-cost-potential': 711, 'hot-water-cost-current': 598, 'hot-water-cost-potential': 232,
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'total-floor-area': 52.93, 'energy-tariff': 'Single', 'mains-gas-flag': 'N', 'floor-level': '1st',
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'flat-top-storey': 'N', 'flat-storey-count': None, 'main-heating-controls': 2703.0,
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'multi-glaze-proportion': 100.0, 'glazed-type': 'double glazing, unknown install date',
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'glazed-area': 'Normal', 'extension-count': 0, 'number-habitable-rooms': 3, 'number-heated-rooms': 3,
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'low-energy-lighting': 25, 'number-open-fireplaces': 0,
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'hotwater-description': 'Electric immersion, standard tariff', 'hot-water-energy-eff': 'Very Poor',
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'hot-water-env-eff': 'Very Poor', 'floor-description': '(other premises below)', 'floor-energy-eff': None,
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'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Average', 'windows-env-eff': 'Average',
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'walls-description': 'Cavity wall, as built, no insulation (assumed)', 'walls-energy-eff': 'Poor',
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'walls-env-eff': 'Poor', 'secondheat-description': 'None', 'roof-description': '(another dwelling above)',
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'roof-energy-eff': None, 'roof-env-eff': None, 'mainheat-description': 'Electric underfloor heating',
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'mainheat-energy-eff': 'Very Poor', 'mainheat-env-eff': 'Very Poor',
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'mainheatcont-description': 'Room thermostat only', 'mainheatc-energy-eff': 'Poor',
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'mainheatc-env-eff': 'Poor', 'lighting-description': 'Low energy lighting in 25% of fixed outlets',
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'lighting-energy-eff': 'Average', 'lighting-env-eff': 'Average', 'main-fuel': 'electricity (not community)',
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'wind-turbine-count': 0, 'heat-loss-corridor': 'unheated corridor', 'unheated-corridor-length': 4.44,
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'floor-height': 2.28, 'photo-supply': 0.0, 'solar-water-heating-flag': None,
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'mechanical-ventilation': 'natural', 'address': '28, Overdale Road', 'local-authority-label': 'Coventry',
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'constituency-label': 'Coventry North West', 'posttown': 'COVENTRY',
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'construction-age-band': 'England and Wales: 1950-1966', 'lodgement-datetime': '2011-10-28 12:03:37',
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'tenure': 'owner-occupied', 'fixed-lighting-outlets-count': 8.0, 'low-energy-fixed-light-count': 2.0,
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'uprn': 100070685908, 'uprn-source': 'Address Matched', 'sheating-energy-eff': None,
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'sheating-env-eff': None
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},
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"heating_recommendation_descriptions": [
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'Install high heat retention electric storage heaters. Upgrade heating controls to High Heat Retention '
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'Storage Heater Controls'
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],
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"heating_controls_recommendation_descriptions": [],
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"notes": "This property is a flag, without mains gas connection. Currently has underfloor electric heating"
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"so we recommend HHR"
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},
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{
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"epc": {
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'lmk-key': '800099229502014050214593392940598', 'address1': '16, Woodside', 'address2': None,
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'address3': None, 'postcode': 'WV11 2PT', 'building-reference-number': 4556129968,
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'current-energy-rating': 'F', 'potential-energy-rating': 'E', 'current-energy-efficiency': 21,
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'potential-energy-efficiency': 39, 'property-type': 'House', 'built-form': 'Semi-Detached',
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'inspection-date': '2014-05-01', 'local-authority': 'E08000031', 'constituency': 'E14001049',
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'county': None,
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'lodgement-date': '2014-05-02', 'transaction-type': 'none of the above', 'environment-impact-current': 32,
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'environment-impact-potential': 46, 'energy-consumption-current': 479, 'energy-consumption-potential': 340,
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'co2-emissions-current': 8.1, 'co2-emiss-curr-per-floor-area': 85, 'co2-emissions-potential': 5.7,
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'lighting-cost-current': 111, 'lighting-cost-potential': 55, 'heating-cost-current': 2021,
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'heating-cost-potential': 1655, 'hot-water-cost-current': 408, 'hot-water-cost-potential': 189,
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'total-floor-area': 96.0, 'energy-tariff': 'Unknown', 'mains-gas-flag': 'Y', 'floor-level': 'NODATA!',
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'flat-top-storey': None, 'flat-storey-count': None, 'main-heating-controls': 2504.0,
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'multi-glaze-proportion': 100.0, 'glazed-type': 'double glazing installed before 2002',
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'glazed-area': 'Normal', 'extension-count': 0, 'number-habitable-rooms': 5, 'number-heated-rooms': 5,
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'low-energy-lighting': 0, 'number-open-fireplaces': 0,
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'hotwater-description': 'Electric immersion, standard tariff', 'hot-water-energy-eff': 'Very Poor',
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'hot-water-env-eff': 'Very Poor', 'floor-description': 'Solid, no insulation (assumed)',
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'floor-energy-eff': None, 'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Average',
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'windows-env-eff': 'Average', 'walls-description': 'System built, as built, no insulation (assumed)',
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'walls-energy-eff': 'Very Poor', 'walls-env-eff': 'Very Poor', 'secondheat-description': 'None',
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'roof-description': 'Pitched, 200 mm loft insulation', 'roof-energy-eff': 'Good', 'roof-env-eff': 'Good',
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'mainheat-description': 'Warm air, Electricaire', 'mainheat-energy-eff': 'Very Poor',
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'mainheat-env-eff': 'Very Poor', 'mainheatcont-description': 'Programmer and room thermostat',
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'mainheatc-energy-eff': 'Average', 'mainheatc-env-eff': 'Average',
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'lighting-description': 'No low energy lighting', 'lighting-energy-eff': 'Very Poor',
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'lighting-env-eff': 'Very Poor', 'main-fuel': 'electricity (not community)', 'wind-turbine-count': 0,
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'heat-loss-corridor': 'NO DATA!', 'unheated-corridor-length': None, 'floor-height': None,
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'photo-supply': 50.0, 'solar-water-heating-flag': None, 'mechanical-ventilation': 'natural',
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'address': '16, Woodside', 'local-authority-label': 'Wolverhampton',
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'constituency-label': 'Wolverhampton North East', 'posttown': 'WOLVERHAMPTON',
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'construction-age-band': 'England and Wales: 1967-1975', 'lodgement-datetime': '2014-05-02 14:59:33',
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'tenure': 'owner-occupied', 'fixed-lighting-outlets-count': 20.0, 'low-energy-fixed-light-count': 0.0,
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'uprn': 100071209105, 'uprn-source': 'Address Matched', 'sheating-energy-eff': None,
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'sheating-env-eff': None
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},
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"heating_recommendation_descriptions": [
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'Install an air source heat pump, and upgrade heating controls to Smart Thermostats, room sensors and '
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'smart radiator valves (time & temperature zone control). The cost includes the £7500 boiler upgrade '
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'scheme grant',
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'Upgrade to a new condensing boiler Upgrade heating controls to Room thermostat, programmer and TRVs',
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'Upgrade to a new condensing boiler Upgrade heating controls to Smart Thermostats, room sensors and smart '
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'radiator valves (time & temperature zone control)',
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'Install high heat retention electric storage heaters. Upgrade heating controls to High Heat Retention '
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'Storage Heater Controls'
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],
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"heating_controls_recommendation_descriptions": [],
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"notes": "The property has warm air electricaire heating, so we recommend ASHP and HHR. It also has a mains"
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"connection so we recommend a gas condensing boiler"
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}
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]
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@ -1329,7 +1427,8 @@ completed_descriptions = [
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"Portable electric heaters assumed for most rooms, Room heaters, electric",
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"Boiler and radiators, mains gas, Electric storage heaters",
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"Room heaters, anthracite",
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"Room heaters, mains gas, Room heaters, dual fuel (mineral and wood)"
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"Room heaters, mains gas, Room heaters, dual fuel (mineral and wood)",
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"Electric underfloor heating",
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]
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portfolio = pd.read_excel(
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@ -1344,7 +1443,7 @@ portfolio["lodgement-datetime"] = portfolio["lodgement-datetime"].astype(str)
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print(portfolio["mainheat-description"].value_counts())
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eg = portfolio[
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(portfolio["mainheat-description"] == "Room heaters, mains gas, Room heaters, dual fuel (mineral and wood)")
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(portfolio["mainheat-description"] == "Warm air, Electricaire")
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].sample(1)
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eg = eg.squeeze().to_dict()
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print(eg)
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