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Added multiple cases to test_EpcClean
This commit is contained in:
Khalim Conn-Kowlessar
parent
f22cf79dfa
commit
9c0da8e958
4 changed files with 377 additions and 102 deletions
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@ -1,9 +1,7 @@
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import re
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from typing import List, Dict, Any, Union, Tuple
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from typing import List, Dict, Any, Union, Tuple, Optional
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from collections import Counter
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import pandas as pd
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class EpcClean:
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"""
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@ -46,7 +44,6 @@ class EpcClean:
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**self.clean_roof(description)
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}
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)
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df = pd.DataFrame(self.cleaned["roof-description"])
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def _init_empty_cleaned_obj(self) -> None:
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"""
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@ -142,6 +139,54 @@ class EpcClean:
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return u_value, unit
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@staticmethod
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def _make_clean_roof_output(
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is_valid: bool,
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at_rafters: bool,
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is_pitched: bool,
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is_roof_room: bool,
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has_loft: bool,
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insulation_thickness: str | int | None,
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has_dwelling_above: bool,
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assumed: bool,
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is_flat: bool,
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is_thatched: bool,
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thermal_transmittence: Optional[float],
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thermal_transmittence_unit: Optional[str]
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) -> Dict[str, Union[bool, str, None]]:
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"""
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Utility function to ensure all the keys are present in the output.
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:param is_valid: True if the roof descrption is valid, False otherwise
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:param at_rafters: True if the insulation is at the rafters, False otherwise
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:param is_pitched: True if the roof is pitched, False otherwise
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:param is_roof_room: True if there is a room in the roof, False otherwise
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:param has_loft: True if there is a loft, False otherwise
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:param insulation_thickness: The thickness of the insulation
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:param has_dwelling_above: True if there is a dwelling above, False otherwise
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:param assumed: True if the roof type was assumed based on property age, False otherwise
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:param is_flat: True if the roof is flat, False otherwise
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:param is_thatched: True if the roof is thatched, False otherwise
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:param thermal_transmittence: The thermal transmittence value of the roof, if known
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:param thermal_transmittence_unit: The unit of thermal transmittence, if known
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:return: A dictionary containing all the information about the roof.
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"""
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return {
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"is_valid": is_valid,
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"at_rafters": at_rafters,
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"is_pitched": is_pitched,
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"is_roof_room": is_roof_room,
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"has_loft": has_loft,
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"insulation_thickness": insulation_thickness,
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"has_dwelling_above": has_dwelling_above,
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"assumed": assumed,
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"is_flat": is_flat,
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"is_thatched": is_thatched,
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"thermal_transmittence": thermal_transmittence,
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"thermal_transmittence_unit": thermal_transmittence_unit
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}
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def clean_roof(self, description: str) -> Dict[str, Union[str, bool, int, None]]:
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"""
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We aim to extract features about the roof, so we can characterise it. We will check:
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@ -157,24 +202,27 @@ class EpcClean:
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description_lower = description.lower().strip()
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if "another dwelling above" in description_lower or "other premises above" in description_lower:
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return {
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"is_pitched": False,
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"is_roof_room": False,
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"has_loft": False,
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"insulation_thickness": 0,
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"has_dwelling_above": True,
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"assumed": "assumed" in description_lower,
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"is_flat": "flat" in description_lower,
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"is_thatched": False,
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"thermal_transmittence": None,
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"thermal_transmittence_unit": None,
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}
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return self._make_clean_roof_output(
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is_valid="invalid" not in description_lower,
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at_rafters="at rafters" in description_lower,
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is_pitched=False,
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is_roof_room=False,
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has_loft=False,
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insulation_thickness=0,
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has_dwelling_above=True,
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assumed="assumed" in description_lower,
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is_flat="flat" in description_lower,
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is_thatched=False,
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thermal_transmittence=None,
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thermal_transmittence_unit=None
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)
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is_pitched = "pitched" in description_lower
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is_roof_room = "roof room" in description_lower
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has_loft = "loft" in description_lower
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is_flat = "flat" in description_lower
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is_thatched = "thatched" in description_lower
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at_rafters = "at rafters" in description_lower
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thermal_transmittence, thermal_transmittence_unit, insulation_thickness = None, None, None
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if "insulation" in description_lower or "insulated" in description_lower:
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@ -192,16 +240,17 @@ class EpcClean:
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else:
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raise NotImplementedError("Not handled this")
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attributes = {
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"is_pitched": is_pitched,
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"is_roof_room": is_roof_room,
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"has_loft": has_loft,
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"insulation_thickness": insulation_thickness,
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"has_dwelling_above": False,
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"assumed": "assumed" in description_lower,
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"is_flat": is_flat,
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"thermal_transmittence": thermal_transmittence,
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"thermal_transmittence_unit": thermal_transmittence_unit
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}
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return attributes
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return self._make_clean_roof_output(
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is_valid="invalid" not in description_lower,
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at_rafters=at_rafters,
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is_pitched=is_pitched,
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is_roof_room=is_roof_room,
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has_loft=has_loft,
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insulation_thickness=insulation_thickness,
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has_dwelling_above=False,
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assumed="assumed" in description_lower,
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is_flat=is_flat,
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is_thatched=is_thatched,
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thermal_transmittence=thermal_transmittence,
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thermal_transmittence_unit=thermal_transmittence_unit
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)
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@ -1,5 +1,3 @@
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import pickle
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from tqdm import tqdm
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from epc_data.temp_inputs import input_data
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@ -37,3 +35,8 @@ def handler():
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)
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cleaner = EpcClean(data)
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cleaner.clean()
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import pandas as pd
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df = pd.DataFrame(cleaner.cleaned["roof-description"])
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@ -2,6 +2,7 @@ import pytest
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import pickle
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from epc_data.EpcClean import EpcClean
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from pathlib import Path
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from epc_data.tests.test_data.EpcClean_test_roof_cases import clean_roof_test_cases
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# For local testing
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if __file__ == "<input>":
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@ -11,95 +12,45 @@ else:
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input_data_path = current_file_path.parent / 'test_data' / 'EpcClean_inputs.obj'
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#
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# @pytest.fixture
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# def data():
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# print("WOW")
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# print(input_data_path)
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# with open(input_data_path, 'rb') as f:
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# data = pickle.load(f)
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# return data
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#
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#
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# def test_clean(data):
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# epc = EpcClean(data)
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# epc.clean()
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# assert len(epc.cleaned["roof-description"]) == len(epc.unique_vals["roof-description"])
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#
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#
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# def test_clean_roof(data):
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# epc = EpcClean(data)
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# result = epc.clean_roof('Pitched, 270 mm loft insulation')
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#
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# # change the expected output based on your requirement
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# expected_output = {
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# "is_pitched": True,
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# "is_roof_room": False,
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# "has_loft": True,
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# "insulation_thickness": 270,
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# "has_dwelling_above": False,
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# "assumed": False,
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# "is_flat": False,
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# "thermal_transmittence": None,
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# "thermal_transmittence_unit": None
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# }
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#
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# assert result == expected_output
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#
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#
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# def test_clean_roof_with_dwelling_above(data):
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# epc = EpcClean(data)
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# result = epc.clean_roof('(another dwelling above)')
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#
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# expected_output = {
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# "is_pitched": False,
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# "is_roof_room": False,
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# "has_loft": False,
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# "insulation_thickness": 0,
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# "has_dwelling_above": True,
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# "assumed": False,
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# "is_flat": False,
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# "is_thatched": False,
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# "thermal_transmittence": None,
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# "thermal_transmittence_unit": None,
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# }
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#
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# assert result == expected_output
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class TestEpcClean:
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@staticmethod
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def load_data(path):
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with open(path, "rb") as file:
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return pickle.load(file)
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@pytest.fixture(autouse=True)
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def load_data(self):
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with open(input_data_path, "rb") as file:
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self.data = pickle.load(file)
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self.ec = EpcClean(self.data)
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def setup_class(self):
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self.cleaner = EpcClean(self.load_data(input_data_path))
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def test_clean(self):
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self.ec.clean()
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assert len(self.ec.cleaned["roof-description"]) == len(self.ec.unique_vals["roof-description"])
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self.cleaner.clean()
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assert len(self.cleaner.cleaned["roof-description"]) == len(self.cleaner.unique_vals["roof-description"])
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def test__init_empty_cleaned_obj(self):
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self.ec._init_empty_cleaned_obj()
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assert all([len(values) == 0 for values in self.ec.cleaned.values()])
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self.cleaner._init_empty_cleaned_obj()
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assert all([len(values) == 0 for values in self.cleaner.cleaned.values()])
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def test__search_split_roof_description(self):
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assert self.ec._search_split_roof_description("insulated") == "average"
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assert self.ec._search_split_roof_description("limited") == "below average"
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assert self.cleaner._search_split_roof_description("insulated") == "average"
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assert self.cleaner._search_split_roof_description("limited") == "below average"
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with pytest.raises(NotImplementedError):
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self.ec._search_split_roof_description("unknown")
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self.cleaner._search_split_roof_description("unknown")
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def test__find_insulation_thickness(self):
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assert self.ec._find_insulation_thickness("no insulation", False, False, False) == 0
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assert self.cleaner._find_insulation_thickness("no insulation", False, False, False) == 0
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def test__extract_thermal_transmittence(self):
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description = "U-value of 2.3 w/m-¦k"
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assert self.ec._extract_thermal_transmittence(description) == (2.3, "w/m-¦k")
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assert self.cleaner._extract_thermal_transmittence(description) == (2.3, "w/m-¦k")
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def test_clean_roof(self):
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result = self.ec.clean_roof('Pitched, 270 mm loft insulation')
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result = self.cleaner.clean_roof('Pitched, 270 mm loft insulation')
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# change the expected output based on your requirement
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expected_output = {
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"is_valid": True,
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"at_rafters": False,
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"is_pitched": True,
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"is_roof_room": False,
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"has_loft": True,
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@ -107,16 +58,27 @@ class TestEpcClean:
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"has_dwelling_above": False,
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"assumed": False,
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"is_flat": False,
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"is_thatched": False,
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"thermal_transmittence": None,
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"thermal_transmittence_unit": None
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}
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assert result == expected_output
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for test_case in clean_roof_test_cases:
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result = self.cleaner.clean_roof(test_case['original_description'])
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# Ensure the output ordering is correct
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expected_result = {key: test_case[key] for key in result.keys()}
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expected_result["desc"] = test_case["original_description"]
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result["desc"] = test_case["original_description"]
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assert result == expected_result
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def test_clean_roof_with_dwelling_above(self):
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result = self.ec.clean_roof('(another dwelling above)')
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result = self.cleaner.clean_roof('(another dwelling above)')
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expected_output = {
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"is_valid": True,
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"at_rafters": False,
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"is_pitched": False,
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"is_roof_room": False,
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"has_loft": False,
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261
epc_data/tests/test_data/EpcClean_test_roof_cases.py
Normal file
261
epc_data/tests/test_data/EpcClean_test_roof_cases.py
Normal file
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@ -0,0 +1,261 @@
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clean_roof_test_cases = [
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{'original_description': 'Flat, limited insulation (assumed)', 'is_pitched': False, 'is_roof_room': False,
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'has_loft': False, 'insulation_thickness': 'below average', 'has_dwelling_above': False, 'assumed': True,
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'is_flat': True, 'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None,
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'is_valid': True, 'at_rafters': False},
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{'original_description': '(another dwelling above)', 'is_pitched': False, 'is_roof_room': False, 'has_loft': False,
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'insulation_thickness': 0, 'has_dwelling_above': True, 'assumed': False, 'is_flat': False, 'is_thatched': False,
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'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True, 'at_rafters': False},
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{'original_description': 'Pitched, insulated (assumed)', 'is_pitched': True, 'is_roof_room': False,
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'has_loft': False, 'insulation_thickness': 'average', 'has_dwelling_above': False, 'assumed': True,
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'is_flat': False, 'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None,
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'is_valid': True, 'at_rafters': False},
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{'original_description': 'Flat, insulated (assumed)', 'is_pitched': False, 'is_roof_room': False, 'has_loft': False,
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'insulation_thickness': 'average', 'has_dwelling_above': False, 'assumed': True, 'is_flat': True,
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'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
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'at_rafters': False},
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{'original_description': 'Pitched, 200 mm loft insulation', 'is_pitched': True, 'is_roof_room': False,
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'has_loft': True, 'insulation_thickness': 200, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
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'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
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'at_rafters': False},
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{'original_description': 'Pitched, 50 mm loft insulation', 'is_pitched': True, 'is_roof_room': False,
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'has_loft': True, 'insulation_thickness': 50, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
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'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
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'at_rafters': False},
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{'original_description': 'Pitched, no insulation (assumed)', 'is_pitched': True, 'is_roof_room': False,
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'has_loft': False, 'insulation_thickness': 0, 'has_dwelling_above': False, 'assumed': True, 'is_flat': False,
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'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
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'at_rafters': False},
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{'original_description': 'Pitched, 150 mm loft insulation', 'is_pitched': True, 'is_roof_room': False,
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'has_loft': True, 'insulation_thickness': 150, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
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'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
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'at_rafters': False},
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{'original_description': 'Flat, no insulation (assumed)', 'is_pitched': False, 'is_roof_room': False,
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'has_loft': False, 'insulation_thickness': 0, 'has_dwelling_above': False, 'assumed': True, 'is_flat': True,
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'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
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'at_rafters': False},
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{'original_description': 'Roof room(s), insulated (assumed)', 'is_pitched': False, 'is_roof_room': True,
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'has_loft': False, 'insulation_thickness': 'average', 'has_dwelling_above': False, 'assumed': True,
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'is_flat': False, 'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None,
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'is_valid': True, 'at_rafters': False},
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{'original_description': 'Pitched, 350 mm loft insulation', 'is_pitched': True, 'is_roof_room': False,
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'has_loft': True, 'insulation_thickness': 350, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
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'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
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'at_rafters': False},
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{'original_description': 'Pitched, 300 mm loft insulation', 'is_pitched': True, 'is_roof_room': False,
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'has_loft': True, 'insulation_thickness': 300, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
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'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
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'at_rafters': False},
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{'original_description': 'Average thermal transmittance 0.14 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
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'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
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'is_thatched': False, 'thermal_transmittence': 0.14, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
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'at_rafters': False},
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{'original_description': 'Pitched, no insulation', 'is_pitched': True, 'is_roof_room': False, 'has_loft': False,
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'insulation_thickness': 0, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False, 'is_thatched': False,
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'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True, 'at_rafters': False},
|
||||
{'original_description': 'Pitched, 100 mm loft insulation', 'is_pitched': True, 'is_roof_room': False,
|
||||
'has_loft': True, 'insulation_thickness': 100, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': '(other premises above)', 'is_pitched': False, 'is_roof_room': False, 'has_loft': False,
|
||||
'insulation_thickness': 0, 'has_dwelling_above': True, 'assumed': False, 'is_flat': False, 'is_thatched': False,
|
||||
'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True, 'at_rafters': False},
|
||||
{'original_description': 'Pitched, 270 mm loft insulation', 'is_pitched': True, 'is_roof_room': False,
|
||||
'has_loft': True, 'insulation_thickness': 270, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Pitched, limited insulation (assumed)', 'is_pitched': True, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': 'below average', 'has_dwelling_above': False, 'assumed': True,
|
||||
'is_flat': False, 'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None,
|
||||
'is_valid': True, 'at_rafters': False},
|
||||
{'original_description': 'Pitched, 250 mm loft insulation', 'is_pitched': True, 'is_roof_room': False,
|
||||
'has_loft': True, 'insulation_thickness': 250, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Pitched, insulated at rafters', 'is_pitched': True, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': 'average', 'has_dwelling_above': False, 'assumed': False,
|
||||
'is_flat': False, 'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None,
|
||||
'is_valid': True, 'at_rafters': True},
|
||||
{'original_description': 'Pitched', 'is_pitched': True, 'is_roof_room': False, 'has_loft': False,
|
||||
'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Roof room(s), insulated', 'is_pitched': False, 'is_roof_room': True, 'has_loft': False,
|
||||
'insulation_thickness': 'average', 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Pitched, 75 mm loft insulation', 'is_pitched': True, 'is_roof_room': False,
|
||||
'has_loft': True, 'insulation_thickness': 75, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Roof room(s), no insulation (assumed)', 'is_pitched': False, 'is_roof_room': True,
|
||||
'has_loft': False, 'insulation_thickness': 0, 'has_dwelling_above': False, 'assumed': True, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Flat, insulated', 'is_pitched': False, 'is_roof_room': False, 'has_loft': False,
|
||||
'insulation_thickness': 'average', 'has_dwelling_above': False, 'assumed': False, 'is_flat': True,
|
||||
'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.1 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.1, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Pitched, *** INVALID INPUT Code : 57 *** loft insulation', 'is_pitched': True,
|
||||
'is_roof_room': False, 'has_loft': True, 'insulation_thickness': None, 'has_dwelling_above': False,
|
||||
'assumed': False, 'is_flat': False, 'is_thatched': False, 'thermal_transmittence': None,
|
||||
'thermal_transmittence_unit': None, 'is_valid': False, 'at_rafters': False},
|
||||
{'original_description': 'Pitched, 12 mm loft insulation', 'is_pitched': True, 'is_roof_room': False,
|
||||
'has_loft': True, 'insulation_thickness': 12, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.10 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.1, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.13 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.13, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.11 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.11, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Roof room(s), ceiling insulated', 'is_pitched': False, 'is_roof_room': True,
|
||||
'has_loft': False, 'insulation_thickness': 'average', 'has_dwelling_above': False, 'assumed': False,
|
||||
'is_flat': False, 'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None,
|
||||
'is_valid': True, 'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.12 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.12, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.20 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.2, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.16 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.16, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.15 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.15, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Pitched, 0 mm loft insulation', 'is_pitched': True, 'is_roof_room': False,
|
||||
'has_loft': True, 'insulation_thickness': 0, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.08 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.08, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Flat, limited insulation', 'is_pitched': False, 'is_roof_room': False, 'has_loft': False,
|
||||
'insulation_thickness': 'below average', 'has_dwelling_above': False, 'assumed': False, 'is_flat': True,
|
||||
'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Roof room(s), limited insulation (assumed)', 'is_pitched': False, 'is_roof_room': True,
|
||||
'has_loft': False, 'insulation_thickness': 'below average', 'has_dwelling_above': False, 'assumed': True,
|
||||
'is_flat': False, 'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None,
|
||||
'is_valid': True, 'at_rafters': False},
|
||||
{'original_description': 'Pitched, insulated', 'is_pitched': True, 'is_roof_room': False, 'has_loft': False,
|
||||
'insulation_thickness': 'average', 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.18 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.18, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Pitched, limited insulation', 'is_pitched': True, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': 'below average', 'has_dwelling_above': False, 'assumed': False,
|
||||
'is_flat': False, 'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None,
|
||||
'is_valid': True, 'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.19 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.19, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.17 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.17, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.48 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.48, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.42 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.42, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.58 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.58, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.45 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.45, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 1.00 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 1.0, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.2 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.2, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Pitched, 400+ mm loft insulation', 'is_pitched': True, 'is_roof_room': False,
|
||||
'has_loft': True, 'insulation_thickness': '400+', 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Pitched, 25 mm loft insulation', 'is_pitched': True, 'is_roof_room': False,
|
||||
'has_loft': True, 'insulation_thickness': 25, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.49 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.49, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.37 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.37, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Thatched', 'is_pitched': False, 'is_roof_room': False, 'has_loft': False,
|
||||
'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False, 'is_thatched': True,
|
||||
'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True, 'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.09 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.09, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.21 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.21, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.24 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.24, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Pitched, 400 mm loft insulation', 'is_pitched': True, 'is_roof_room': False,
|
||||
'has_loft': True, 'insulation_thickness': 400, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.23 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.23, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.28 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.28, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.4 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.4, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Thatched, with additional insulation', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': True, 'thermal_transmittence': None, 'thermal_transmittence_unit': None, 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.26 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.26, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False},
|
||||
{'original_description': 'Average thermal transmittance 0.22 W/m-¦K', 'is_pitched': False, 'is_roof_room': False,
|
||||
'has_loft': False, 'insulation_thickness': None, 'has_dwelling_above': False, 'assumed': False, 'is_flat': False,
|
||||
'is_thatched': False, 'thermal_transmittence': 0.22, 'thermal_transmittence_unit': 'w/m-¦k', 'is_valid': True,
|
||||
'at_rafters': False}]
|
||||
Loading…
Add table
Reference in a new issue