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142 lines
5.8 KiB
Python
142 lines
5.8 KiB
Python
from typing import Dict, Union, Optional
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from epc_data.attributes.attribute_utils import extract_thermal_transmittence, search_split_description
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class FloorAttributes:
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def __init__(self, description: str):
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"""
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Constructor for CleanFloor class.
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:param description: Description to be cleaned.
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"""
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self.description: str = description
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def clean(self) -> Dict[str, Union[str, bool, int, None]]:
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"""
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Cleans the given description based on predefined rules.
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:return: Cleaned data in a dictionary format.
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"""
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description_lower = self.description.lower().strip()
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assumed: bool = "assumed" in description_lower
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to_unheated_space: bool = "to unheated space" in description_lower
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to_external_air: bool = "to external air" in description_lower
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is_suspended: bool = "suspended" in description_lower
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is_solid: bool = "solid" in description_lower
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thermal_transmittence: Optional[float] = None
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thermal_transmittence_unit: Optional[str] = None
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insulation_thickness: Optional[str] = None
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is_valid: bool = "invalid" not in description_lower
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if "another dwelling below" in description_lower or "other premises below" in description_lower:
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return self._make_clean_output(
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is_valid=is_valid,
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has_dwelling_below=True,
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thermal_transmittence=None,
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thermal_transmittence_unit=None,
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to_unheated_space=to_unheated_space,
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to_external_air=to_external_air,
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is_suspended=is_suspended,
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is_solid=is_solid,
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assumed=assumed,
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insulation_thickness=insulation_thickness
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)
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if "insulation" in description_lower or "insulated" in description_lower:
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insulation_thickness = self._find_insulation_thickness(
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description_lower, to_unheated_space, to_external_air, is_suspended, is_solid
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)
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elif "thermal transmittance" in description_lower:
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thermal_transmittence, thermal_transmittence_unit = extract_thermal_transmittence(description_lower)
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return self._make_clean_output(
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is_valid=is_valid,
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has_dwelling_below=False,
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thermal_transmittence=thermal_transmittence,
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thermal_transmittence_unit=thermal_transmittence_unit,
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to_unheated_space=to_unheated_space,
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to_external_air=to_external_air,
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is_suspended=is_suspended,
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is_solid=is_solid,
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assumed=assumed,
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insulation_thickness=insulation_thickness
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)
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@classmethod
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def _find_insulation_thickness(
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cls,
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description_lower: str,
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to_unheated_space: bool,
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to_external_air: bool,
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is_suspended: bool,
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is_solid: bool
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) -> str:
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"""
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Method to find the insulation thickness from the description.
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:param description_lower: Description of the floor in lower case.
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:param to_unheated_space: Boolean indicating if there's an unheated space below.
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:param to_external_air: Boolean indicating if the floor is exposed to external air.
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:param is_suspended: Boolean indicating if the floor is suspended.
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:param is_solid: Boolean indicating if the floor is solid.
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:return: Insulation thickness as a string.
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"""
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if to_unheated_space | to_external_air | is_suspended | is_solid:
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if to_unheated_space:
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split_on = "to unheated space,"
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elif to_external_air:
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split_on = "to external air,"
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elif is_suspended:
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split_on = "suspended,"
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elif is_solid:
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split_on = "solid,"
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else:
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raise NotImplementedError("Not handled this 2")
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desc_split = description_lower.split(split_on)[-1].strip().split("(assumed)")[0].strip()
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return search_split_description(desc_split)
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raise NotImplementedError("Not handled this")
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@staticmethod
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def _make_clean_output(
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is_valid: bool,
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has_dwelling_below: bool,
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thermal_transmittence: Optional[float],
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thermal_transmittence_unit: Optional[str],
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to_unheated_space: bool,
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to_external_air: bool,
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is_suspended: bool,
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is_solid: bool,
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assumed: bool,
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insulation_thickness: Optional[str]
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) -> Dict[str, Union[str, bool, int, None]]:
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"""
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Creates a dictionary with the cleaned data.
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:param is_valid: Boolean indicating if the description is valid.
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:param has_dwelling_below: Boolean indicating if there's a dwelling below.
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:param thermal_transmittence: Thermal transmittence value.
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:param thermal_transmittence_unit: Unit of thermal transmittence.
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:param to_unheated_space: Boolean indicating if there's an unheated space below.
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:param to_external_air: Boolean indicating if the floor is exposed to external air.
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:param is_suspended: Boolean indicating if the floor is suspended.
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:param is_solid: Boolean indicating if the floor is solid.
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:param assumed: Boolean indicating if the data was assumed.
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:param insulation_thickness: Insulation thickness as a string.
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:return: Dictionary with cleaned data.
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"""
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return {
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"is_valid": is_valid,
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"has_dwelling_below": has_dwelling_below,
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"thermal_transmittence": thermal_transmittence,
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"thermal_transmittence_unit": thermal_transmittence_unit,
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"to_unheated_space": to_unheated_space,
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"to_external_air": to_external_air,
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"is_suspended": is_suspended,
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"is_solid": is_solid,
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"assumed": assumed,
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"insulation_thickness": insulation_thickness
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}
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