handling new EPC description

This commit is contained in:
Khalim Conn-Kowlessar 2024-09-30 12:57:42 +01:00
parent 591b952225
commit 986174b95d
3 changed files with 43 additions and 6 deletions

View file

@ -34,8 +34,29 @@ def main():
epc_collected_data = pd.DataFrame(epc_collected_data)
for x in epc_collected_data:
keys = x.keys()
# Check for None keys
if any(k is None for k in keys):
frew
epc_collected_data = epc_data[["uprn", "address", "address1", "postcode"]].merge(
epc_collected_data, left_on="uprn", right_on="extracted_uprn"
)
elmhurst_surveys = epc_collected_data[
epc_collected_data["Accreditation scheme"].isin(
["NHER", "Stroma Certification Ltd", "Elmhurst Energy Systems Ltd"]
)
]
quidos_surveys = epc_collected_data[
epc_collected_data["Accreditation scheme"].isin(
["Quidos Limited"]
)
]
ecmk_surveys = epc_collected_data[
epc_collected_data["Accreditation scheme"].isin(
["ECMK"]
)
]
# Store the data:
elmhurst_surveys.to_csv("/Users/khalimconn-kowlessar/Documents/hestia/Customers/AIHA/Elmhurst Surveys.csv")
quidos_surveys.to_csv("/Users/khalimconn-kowlessar/Documents/hestia/Customers/AIHA/Quidos Surveys.csv")
ecmk_surveys.to_csv("/Users/khalimconn-kowlessar/Documents/hestia/Customers/AIHA/ECMK Surveys.csv")

View file

@ -85,6 +85,7 @@ class MainHeatAttributes(Definitions):
"hot-water-only systems, gas": "no system present, electric heaters assumed",
"gas-fired heat pumps, electric": "air source heat pump, electric",
"radiator heating, heat from boilers - gas": "boiler and radiators, mains gas",
"heat pump, warm air, mains gas": "air source heat pump, warm air, mains gas",
}
edge_case_result = {}

View file

@ -1692,6 +1692,21 @@ mainheat_cases = [
'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_b30k': False,
'has_assumed': True, 'has_electricaire': False, 'has_assumed_for_most_rooms': False,
'has_underfloor_heating': False
}
},
{
"original_description": "heat pump, warm air, mains gas", # This gets remapped to air source heat pump
'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_heat_pump': False,
'has_micro-cogeneration': False, 'has_solar_assisted_heat_pump': False, 'has_exhaust_source_heat_pump': False,
'has_community_heat_pump': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': 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_b30k': False,
'has_assumed': False, 'has_electricaire': False, 'has_assumed_for_most_rooms': False,
'has_underfloor_heating': False
}
]