from model_data.BaseUtility import Definitions from model_data.epc_attributes.attribute_utils import clean_description, process_part from typing import Dict, Union class MainHeatAttributes(Definitions): HEAT_SYSTEMS = [ "boiler", "air source heat pump", "room heaters", "electric storage heaters", "warm air", "electric underfloor heating", "electric ceiling heating", "community scheme", "ground source heat pump", "no system present", "portable electric heaters", "water source heat pump", "electric heat pumps", # "Micro-cogeneration", also known as micro combined heat and power (micro-CHP), is a technology that # generates heat and electricity simultaneously from the same energy source in residential or commercial # buildings. The main output of micro-CHP systems is heat, with electricity generation as a secondary output. "micro-cogeneration" ] FUEL_TYPES = ["electric", "mains gas", "wood logs", "LPG", "coal", "oil", "wood pellets", "anthracite", "dual fuel mineral and wood", "smokeless fuel", "lpg"] DISTRIBUTION_SYSTEMS = ["radiators", "fan coil units", "pipes in screed above insulation", "pipes in insulated timber floor", "pipes in concrete slab"] OTHERS = ["assumed", "electricaire", "assumed for most rooms"] WELSH_TEXT = { "bwyler a rheiddiaduron, nwy prif gyflenwad": "boiler and radiators, mains gas", } def __init__(self, description: str): self.description: str = clean_description(description.lower()) # Remove special characters self.nodata = not description or description in self.DATA_ANOMALY_MATCHES translation = self.WELSH_TEXT.get(self.description) if translation: self.nodata = False self.description = translation if not description or not any( rt in self.description for rt in self.HEAT_SYSTEMS + self.FUEL_TYPES + self.DISTRIBUTION_SYSTEMS + self.OTHERS ): raise ValueError('Invalid description') def process(self) -> Dict[str, Union[str, bool]]: result: Dict[str, Union[str, bool]] = {f'has_{ds.replace(" ", "_")}': False for ds in self.DISTRIBUTION_SYSTEMS} result.update({f'has_{hs.replace(" ", "_")}': False for hs in self.HEAT_SYSTEMS}) result.update({f'has_{ft.replace(" ", "_")}': False for ft in self.FUEL_TYPES}) result.update({f'has_{ot.replace(" ", "_")}': False for ot in self.OTHERS}) result['has_underfloor_heating'] = False if self.nodata: return result description = self.description.split(',') # Process each part separately for part in description: part = part.strip() # remove leading/trailing white spaces # Heating Systems process_part(result, part, self.HEAT_SYSTEMS, 'has_') # Fuel Types process_part(result, part, self.FUEL_TYPES, 'has_') # Distribution Systems process_part(result, part, self.DISTRIBUTION_SYSTEMS, 'has_') # Other epc_attributes process_part(result, part, self.OTHERS, 'has_') # Check for "underfloor" separately in the entire description if "underfloor" in self.description: result['has_underfloor_heating'] = True return result