From 5a5c0d5f18c2252018c6b6b3634770d162c2ba37 Mon Sep 17 00:00:00 2001 From: Khalim Conn-Kowlessar Date: Thu, 20 Jul 2023 15:48:26 +0100 Subject: [PATCH 01/15] rewrote classifying new declies without pandas --- .idea/Model.iml | 2 +- .idea/misc.xml | 2 +- backend/app/plan/router.py | 28 +++++++ model_data/app.py | 2 + model_data/tests/test_utils.py | 48 +---------- .../FloorRecommendations.py | 17 ++-- .../WallRecommendations.py | 5 +- .../recommendation_utils.py | 0 .../tests/test_floor_recommendations.py | 0 .../tests/test_wall_recommendations.py | 0 utils/tests/test_logger.py | 49 ++++++++++++ utils/tests/test_uvalue_estimates.py | 80 +++++++++++++++++++ utils/uvalue_estimates.py | 27 +++++++ 13 files changed, 199 insertions(+), 61 deletions(-) rename {model_data/recommendations => recommendations}/FloorRecommendations.py (96%) rename {model_data/recommendations => recommendations}/WallRecommendations.py (99%) rename {model_data/recommendations => recommendations}/recommendation_utils.py (100%) rename {model_data => recommendations}/tests/test_floor_recommendations.py (100%) rename {model_data => recommendations}/tests/test_wall_recommendations.py (100%) create mode 100644 utils/tests/test_logger.py create mode 100644 utils/tests/test_uvalue_estimates.py create mode 100644 utils/uvalue_estimates.py diff --git a/.idea/Model.iml b/.idea/Model.iml index 80d3522c..ac61a988 100644 --- a/.idea/Model.iml +++ b/.idea/Model.iml @@ -6,7 +6,7 @@ - + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml index ca0e1cd9..242c02bb 100644 --- a/.idea/misc.xml +++ b/.idea/misc.xml @@ -1,6 +1,6 @@ - + diff --git a/backend/app/plan/router.py b/backend/app/plan/router.py index 777e2df4..dbc01935 100644 --- a/backend/app/plan/router.py +++ b/backend/app/plan/router.py @@ -6,6 +6,10 @@ from backend.app.config import get_settings from model_data.Property import Property from epc_api.client import EpcClient from utils.logger import setup_logger +from recommendations.FloorRecommendations import FloorRecommendations +from recommendations.WallRecommendations import WallRecommendations +from utils.uvalue_estimates import classify_decile_newvalues + # TODO: This is placeholder until data is stored in DB from backend.app.plan.temp_cleaned_data import cleaned from backend.app.plan.uvalue_estimates_walls import uvalue_estimates_walls @@ -51,6 +55,17 @@ in_conservation_area_data = [ {'uprn': 200003489276, 'is_in_conservation_area': 'in_conservation_area'} ] +# TODO: db +floors_decile_data = { + 'decile_labels': ['Decile 1', 'Decile 2', 'Decile 3', 'Decile 4', 'Decile 5', 'Decile 6', 'Decile 7', 'Decile 8', + 'Decile 9', 'Decile 10'], 'decile_boundaries': [6., 50., 56., 69., 77.6, 87., 98., 112., + 127., 150., 2279.]} + +walls_decile_data = { + 'decile_labels': ['Decile 1', 'Decile 2', 'Decile 3', 'Decile 4', 'Decile 5', 'Decile 6', 'Decile 7', 'Decile 8', + 'Decile 9', 'Decile 10'], 'decile_boundaries': [6., 49., 51., 55., 64., 71., 76., 83., 96., + 120., 2279.]} + @router.post("/trigger") async def trigger_plan(body: PlanTriggerRequest): @@ -85,7 +100,20 @@ async def trigger_plan(body: PlanTriggerRequest): ) p.set_is_in_conservation_area(in_conservation_area) + logger.info("Getting components and properties recommendations") + + for p in input_properties: + # For each property, classiy floor area decide + total_floor_area_group_decile = classify_decile_newvalues( + decile_boundaries=floors_decile_data["decile_boundaries"], + decile_labels=floors_decile_data["decile_labels"], + new_values=[float(p.data["total-floor-area"])], + )[0] + print("hey") + print(total_floor_area_group_decile) + for p in input_properties: p.get_components(cleaned) + # floor_recommendations = FloorRecommendations(property_instance=p, uvalue_estimates=uvalue_estimates_floors) return {"message": "Plan complete"} diff --git a/model_data/app.py b/model_data/app.py index de66428b..fd97ddb8 100644 --- a/model_data/app.py +++ b/model_data/app.py @@ -365,3 +365,5 @@ def app(): uvalue_estimates = UvalueEstimations(data=data) uvalue_estimates.get_estimates(cleaner=cleaner) # TODO: Store these to a db + + uvalue_estimates.floors_decile_data diff --git a/model_data/tests/test_utils.py b/model_data/tests/test_utils.py index 26a9bd7d..224471b8 100644 --- a/model_data/tests/test_utils.py +++ b/model_data/tests/test_utils.py @@ -1,53 +1,7 @@ -import logging -from io import StringIO -from unittest.mock import patch from model_data.utils import is_percentage_or_number, correct_spelling -from utils.logger import setup_logger -class TestLogger: - def test_setup_logger_default(self): - log_stream = StringIO() - handler = logging.StreamHandler(log_stream) - logger = setup_logger() - logger.addHandler(handler) - - # log something - logger.info("Hello World!") - - log_stream.seek(0) - # assert that log was written - assert log_stream.read() == "Hello World!\n" - # remove the handler after use - logger.removeHandler(handler) - - @patch('logging.FileHandler') - def test_setup_logger_file(self, mock_file_handler): - # setup the logger - logger = setup_logger(log_file='test.log', overwrite_handler=True) - - # assert FileHandler was called correctly - mock_file_handler.assert_called_once_with('test.log') - - # clean up after use - for handler in logger.handlers[:]: - handler.close() - logger.removeHandler(handler) - - def test_setup_logger_loglevel(self): - log_stream = StringIO() - handler = logging.StreamHandler(log_stream) - logger = setup_logger(level=logging.DEBUG) - logger.addHandler(handler) - - # log something - logger.debug("Hello World!") - - log_stream.seek(0) - # assert that log was written - assert log_stream.read() == "Hello World!\n" - # remove the handler after use - logger.removeHandler(handler) +class TestUtils: def test_is_percentage_or_number(self): assert is_percentage_or_number("88") diff --git a/model_data/recommendations/FloorRecommendations.py b/recommendations/FloorRecommendations.py similarity index 96% rename from model_data/recommendations/FloorRecommendations.py rename to recommendations/FloorRecommendations.py index 1d15ad00..acbc0ddf 100644 --- a/model_data/recommendations/FloorRecommendations.py +++ b/recommendations/FloorRecommendations.py @@ -1,9 +1,8 @@ import math from model_data.BaseUtility import BaseUtility from model_data.Property import Property -from model_data.analysis.UvalueEstimations import UvalueEstimations from model_data.rdsap_tables import default_wall_thickness, age_band_data -from model_data.recommendations.recommendation_utils import ( +from recommendations.recommendation_utils import ( r_value_per_mm_to_u_value, calculate_u_value_uplift, is_diminishing_returns, update_lowest_selected_u_value, get_recommended_part ) @@ -92,7 +91,7 @@ class FloorRecommendations(BaseUtility): "4th": 4 } - def __init__(self, property_instance: Property, uvalue_estimates: UvalueEstimations): + def __init__(self, property_instance: Property, uvalue_estimates): self.property = property_instance self.uvalue_estimates = uvalue_estimates # For audit purposes, when estimating u values we'll store it @@ -253,7 +252,7 @@ class FloorRecommendations(BaseUtility): # Given the U-value, we recommend solid floor insulation options which are usually solid foam self.recommend_floor_insulation(u_value=u_value, parts=solid_floor_insulation_parts) - def _get_floors_uvalue_estimate(self): + def _get_floors_uvalue_estimate(self, total_floor_area_group_decile): """ Wrapper function which contains the methodology to extract a property's walls u-value estimate @@ -261,11 +260,11 @@ class FloorRecommendations(BaseUtility): :return: """ - total_floor_area_group_decile = self.uvalue_estimates.classify_decile_newvalues( - decile_boundaries=self.uvalue_estimates.floors_decile_data["decile_boundaries"], - decile_labels=self.uvalue_estimates.floors_decile_data["decile_labels"], - new_values=[float(self.property.data["total-floor-area"])], - )[0] + # total_floor_area_group_decile = UvalueEstimations.classify_decile_newvalues( + # decile_boundaries=self.uvalue_estimates.floors_decile_data["decile_boundaries"], + # decile_labels=self.uvalue_estimates.floors_decile_data["decile_labels"], + # new_values=[float(self.property.data["total-floor-area"])], + # )[0] u_value_estimate = self.uvalue_estimates.floors[ (self.uvalue_estimates.floors["local-authority"] == self.property.data["local-authority"]) & diff --git a/model_data/recommendations/WallRecommendations.py b/recommendations/WallRecommendations.py similarity index 99% rename from model_data/recommendations/WallRecommendations.py rename to recommendations/WallRecommendations.py index aaeb777a..be618433 100644 --- a/model_data/recommendations/WallRecommendations.py +++ b/recommendations/WallRecommendations.py @@ -2,9 +2,8 @@ import itertools import math from model_data.Property import Property -from model_data.analysis.UvalueEstimations import UvalueEstimations from model_data.BaseUtility import BaseUtility -from model_data.recommendations.recommendation_utils import ( +from recommendations.recommendation_utils import ( r_value_per_mm_to_u_value, calculate_u_value_uplift, is_diminishing_returns, update_lowest_selected_u_value, get_recommended_part ) @@ -217,7 +216,7 @@ class WallRecommendations(BaseUtility): "solid_brick": 2, } - def __init__(self, property_instance: Property, uvalue_estimates: UvalueEstimations): + def __init__(self, property_instance: Property, uvalue_estimates): self.property = property_instance self.uvalue_estimates = uvalue_estimates # For audit purposes, when estimating u values we'll store it diff --git a/model_data/recommendations/recommendation_utils.py b/recommendations/recommendation_utils.py similarity index 100% rename from model_data/recommendations/recommendation_utils.py rename to recommendations/recommendation_utils.py diff --git a/model_data/tests/test_floor_recommendations.py b/recommendations/tests/test_floor_recommendations.py similarity index 100% rename from model_data/tests/test_floor_recommendations.py rename to recommendations/tests/test_floor_recommendations.py diff --git a/model_data/tests/test_wall_recommendations.py b/recommendations/tests/test_wall_recommendations.py similarity index 100% rename from model_data/tests/test_wall_recommendations.py rename to recommendations/tests/test_wall_recommendations.py diff --git a/utils/tests/test_logger.py b/utils/tests/test_logger.py new file mode 100644 index 00000000..c7e64dc5 --- /dev/null +++ b/utils/tests/test_logger.py @@ -0,0 +1,49 @@ +import logging +from io import StringIO +from unittest.mock import patch +from utils.logger import setup_logger + + +class TestLogger: + def test_setup_logger_default(self): + log_stream = StringIO() + handler = logging.StreamHandler(log_stream) + logger = setup_logger() + logger.addHandler(handler) + + # log something + logger.info("Hello World!") + + log_stream.seek(0) + # assert that log was written + assert log_stream.read() == "Hello World!\n" + # remove the handler after use + logger.removeHandler(handler) + + @patch('logging.FileHandler') + def test_setup_logger_file(self, mock_file_handler): + # setup the logger + logger = setup_logger(log_file='test.log', overwrite_handler=True) + + # assert FileHandler was called correctly + mock_file_handler.assert_called_once_with('test.log') + + # clean up after use + for handler in logger.handlers[:]: + handler.close() + logger.removeHandler(handler) + + def test_setup_logger_loglevel(self): + log_stream = StringIO() + handler = logging.StreamHandler(log_stream) + logger = setup_logger(level=logging.DEBUG) + logger.addHandler(handler) + + # log something + logger.debug("Hello World!") + + log_stream.seek(0) + # assert that log was written + assert log_stream.read() == "Hello World!\n" + # remove the handler after use + logger.removeHandler(handler) diff --git a/utils/tests/test_uvalue_estimates.py b/utils/tests/test_uvalue_estimates.py new file mode 100644 index 00000000..1b29994c --- /dev/null +++ b/utils/tests/test_uvalue_estimates.py @@ -0,0 +1,80 @@ +from utils.uvalue_estimates import classify_decile_newvalues + + +def test_classify_decile_newvalues_edge_cases(): + decile_labels = [f"Decile {i + 1}" for i in range(10)] + decile_boundaries = list(range(11)) + + # Test with values at the exact boundaries + assert classify_decile_newvalues(decile_boundaries, decile_labels, [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]) == ['Decile 1', + 'Decile 2', + 'Decile 3', + 'Decile 4', + 'Decile 5', + 'Decile 6', + 'Decile 7', + 'Decile 8', + 'Decile 9', + 'Decile 10'] + + # Test with values at the exact boundaries, but in reverse order + assert classify_decile_newvalues(decile_boundaries, decile_labels, [10, 9, 8, 7, 6, 5, 4, 3, 2, 1]) == ['Decile 10', + 'Decile 9', + 'Decile 8', + 'Decile 7', + 'Decile 6', + 'Decile 5', + 'Decile 4', + 'Decile 3', + 'Decile 2', + 'Decile 1'] + + # Test with values just below the boundaries + assert classify_decile_newvalues(decile_boundaries, decile_labels, [x - 0.5 for x in range(2, 12)]) == ['Decile 1', + 'Decile 2', + 'Decile 3', + 'Decile 4', + 'Decile 5', + 'Decile 6', + 'Decile 7', + 'Decile 8', + 'Decile 9', + 'Decile 10'] + + # Test with values just above the boundaries + assert classify_decile_newvalues(decile_boundaries, decile_labels, [x + 0.5 for x in range(1, 11)]) == ['Decile 2', + 'Decile 3', + 'Decile 4', + 'Decile 5', + 'Decile 6', + 'Decile 7', + 'Decile 8', + 'Decile 9', + 'Decile 10', + None] + + # Test with empty list + assert classify_decile_newvalues(decile_boundaries, decile_labels, []) == [] + + # Test with a single value + assert classify_decile_newvalues(decile_boundaries, decile_labels, [5.5]) == ['Decile 6'] + + # Test with all values the same + assert classify_decile_newvalues(decile_boundaries, decile_labels, [5, 5, 5, 5, 5]) == ['Decile 5', 'Decile 5', + 'Decile 5', 'Decile 5', + 'Decile 5'] + + # Test with values out of order + assert classify_decile_newvalues(decile_boundaries, decile_labels, [10, 5, 1, 7, 3]) == ['Decile 10', 'Decile 5', + 'Decile 1', 'Decile 7', + 'Decile 3'] + + # Test with negative decile boundaries + decile_boundaries = list(range(-10, 1)) + assert classify_decile_newvalues(decile_boundaries, decile_labels, [-9, -5, -1]) == ['Decile 2', 'Decile 6', + 'Decile 10'] + + # Test with floating point decile boundaries + decile_boundaries = [x / 10 for x in range(11)] + assert classify_decile_newvalues(decile_boundaries, decile_labels, [0.35, 0.55, 0.75]) == ['Decile 4', 'Decile 6', + 'Decile 8'] diff --git a/utils/uvalue_estimates.py b/utils/uvalue_estimates.py new file mode 100644 index 00000000..37dd2b38 --- /dev/null +++ b/utils/uvalue_estimates.py @@ -0,0 +1,27 @@ +from typing import List + +from bisect import bisect_left + + +def classify_decile_newvalues( + decile_boundaries: List[float], decile_labels: List[str], new_values: List[float] +) -> List[str]: + """ + This is a complementary function to UvalueEstimations.classify_decile_newvalues, which does not use pandas + so that we can use this function inside of our lamdbas, without having to import pandas. + :param decile_boundaries: + :param decile_labels: + :param new_values: + :return: + """ + + classifications = [] + for value in new_values: + if value < decile_boundaries[0] or value > decile_boundaries[-1]: + classifications.append(None) + else: + i = bisect_left(decile_boundaries, value) + if i: + i -= 1 + classifications.append(decile_labels[i]) + return classifications From deda5bc0251d34523c6974f25d3f133fda7e2491 Mon Sep 17 00:00:00 2001 From: Khalim Conn-Kowlessar Date: Thu, 20 Jul 2023 15:50:12 +0100 Subject: [PATCH 02/15] documented function --- utils/uvalue_estimates.py | 26 +++++++++++++++++++------- 1 file changed, 19 insertions(+), 7 deletions(-) diff --git a/utils/uvalue_estimates.py b/utils/uvalue_estimates.py index 37dd2b38..8e2dbaa6 100644 --- a/utils/uvalue_estimates.py +++ b/utils/uvalue_estimates.py @@ -7,21 +7,33 @@ def classify_decile_newvalues( decile_boundaries: List[float], decile_labels: List[str], new_values: List[float] ) -> List[str]: """ - This is a complementary function to UvalueEstimations.classify_decile_newvalues, which does not use pandas - so that we can use this function inside of our lamdbas, without having to import pandas. - :param decile_boundaries: - :param decile_labels: - :param new_values: - :return: - """ + Classify a list of new values into pre-established deciles. + This function is an alternative to UvalueEstimations.classify_decile_newvalues that does not depend on pandas, + making it suitable for use in environments where pandas may not be available (such as AWS Lambda). + + :param decile_boundaries: A list of decile boundaries. These define the ranges of the deciles. + :param decile_labels: A list of labels for the deciles. These are the classifications to be assigned to the values. + :param new_values: A list of new values to be classified into the deciles. + + :return: A list of classifications for the new values. Each classification corresponds to the decile in which + the respective new value falls. If a value falls outside the range of the deciles, its classification is + None. + """ classifications = [] + + # For each new value... for value in new_values: + # If the value is outside the range of the deciles, classify it as None if value < decile_boundaries[0] or value > decile_boundaries[-1]: classifications.append(None) else: + # Use bisect_left to find the decile in which the value falls i = bisect_left(decile_boundaries, value) + # If the value falls exactly on a decile boundary, classify it in the lower decile if i: i -= 1 + # Append the classification to the list of classifications classifications.append(decile_labels[i]) return classifications + From 2a002c1fafb95425fad318eea289d7a0e5def2f2 Mon Sep 17 00:00:00 2001 From: Khalim Conn-Kowlessar Date: Thu, 20 Jul 2023 18:02:17 +0100 Subject: [PATCH 03/15] refactoring recommendations --- .idea/Model.iml | 2 +- .idea/misc.xml | 2 +- backend/app/plan/router.py | 44 ++++++++++++++-- model_data/app.py | 28 +++++----- recommendations/FloorRecommendations.py | 6 ++- recommendations/WallRecommendations.py | 70 ++++++++++++------------- 6 files changed, 92 insertions(+), 60 deletions(-) diff --git a/.idea/Model.iml b/.idea/Model.iml index ac61a988..81384fa9 100644 --- a/.idea/Model.iml +++ b/.idea/Model.iml @@ -6,7 +6,7 @@ - + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml index 242c02bb..3b05c6ac 100644 --- a/.idea/misc.xml +++ b/.idea/misc.xml @@ -1,6 +1,6 @@ - + diff --git a/backend/app/plan/router.py b/backend/app/plan/router.py index dbc01935..4a68e7a7 100644 --- a/backend/app/plan/router.py +++ b/backend/app/plan/router.py @@ -102,18 +102,52 @@ async def trigger_plan(body: PlanTriggerRequest): logger.info("Getting components and properties recommendations") - for p in input_properties: + recommendations = [] + for property_id, p in enumerate(input_properties): # For each property, classiy floor area decide total_floor_area_group_decile = classify_decile_newvalues( decile_boundaries=floors_decile_data["decile_boundaries"], decile_labels=floors_decile_data["decile_labels"], new_values=[float(p.data["total-floor-area"])], )[0] - print("hey") - print(total_floor_area_group_decile) - for p in input_properties: + # Property recommendations p.get_components(cleaned) - # floor_recommendations = FloorRecommendations(property_instance=p, uvalue_estimates=uvalue_estimates_floors) + + # Floor recommendations + floor_recommender = FloorRecommendations(property_instance=p, uvalue_estimates=uvalue_estimates_floors) + floor_recommender.recommend() + floor_recommendations = floor_recommender.recommendations + # insert property id + for rec in floor_recommendations: + rec["property_id"] = property_id + + # Wall recommendations + # We would make this u-value query directly to the database + total_floor_area_group_decile = classify_decile_newvalues( + decile_boundaries=walls_decile_data["decile_boundaries"], + decile_labels=walls_decile_data["decile_labels"], + new_values=[float(p.data["total-floor-area"])], + )[0] + + # This + walls_u_value_estimate = [ + x for x in uvalue_estimates_walls + if (x['local-authority'] == p.data["local-authority"]) & + (x['property-type'] == p.data["property-type"]) & + (x['built-form'] == p.data["built-form"]) & + (x['walls-energy-eff'] == p.data["walls-energy-eff"]) & + (x['walls-env-eff'] == p.data["walls-env-eff"]) & + (x['total-floor-area_group'] == total_floor_area_group_decile) + ] + + wall_recomendations = WallRecommendations(property_instance=p, uvalue_estimates=walls_u_value_estimate) + wall_recomendations.recommend() + wall_recomendations = wall_recomendations.recommendations + # insert property id + for rec in wall_recomendations: + rec["property_id"] = property_id + + recommendations.extend(floor_recommendations) return {"message": "Plan complete"} diff --git a/model_data/app.py b/model_data/app.py index fd97ddb8..74fa5c15 100644 --- a/model_data/app.py +++ b/model_data/app.py @@ -341,20 +341,20 @@ def app(): ) # Production of sample data for land registry - address_meta = [ - { - "postcode": x["postcode"].upper(), - "address1": x["address1"].upper(), - "address2": x["address2"].upper(), - "address3": x["address3"].upper(), - "address": x["address"], - "uprn": x["uprn"] - } for x in data - ] - - import pickle - with open("sample_addresses.pkl", "wb") as f: - pickle.dump(address_meta, f) + # address_meta = [ + # { + # "postcode": x["postcode"].upper(), + # "address1": x["address1"].upper(), + # "address2": x["address2"].upper(), + # "address3": x["address3"].upper(), + # "address": x["address"], + # "uprn": x["uprn"] + # } for x in data + # ] + # + # import pickle + # with open("sample_addresses.pkl", "wb") as f: + # pickle.dump(address_meta, f) # Incorporate input data into cleaning cleaner = EpcClean(data) diff --git a/recommendations/FloorRecommendations.py b/recommendations/FloorRecommendations.py index acbc0ddf..6641bd28 100644 --- a/recommendations/FloorRecommendations.py +++ b/recommendations/FloorRecommendations.py @@ -88,7 +88,9 @@ class FloorRecommendations(BaseUtility): "Ground": 0, # We don't know what floor level, we just make sure it's not 0 "mid floor": 1, - "4th": 4 + "4th": 4, + # We set + "00": 0, } def __init__(self, property_instance: Property, uvalue_estimates): @@ -253,7 +255,7 @@ class FloorRecommendations(BaseUtility): self.recommend_floor_insulation(u_value=u_value, parts=solid_floor_insulation_parts) def _get_floors_uvalue_estimate(self, total_floor_area_group_decile): - + blah """ Wrapper function which contains the methodology to extract a property's walls u-value estimate when we don't have a true value and if we can't base our assumption off of the material diff --git a/recommendations/WallRecommendations.py b/recommendations/WallRecommendations.py index be618433..572bdf92 100644 --- a/recommendations/WallRecommendations.py +++ b/recommendations/WallRecommendations.py @@ -1,5 +1,6 @@ import itertools import math +from statistics import mean from model_data.Property import Property from model_data.BaseUtility import BaseUtility @@ -321,10 +322,12 @@ class WallRecommendations(BaseUtility): if new_u_value <= self.BUILDING_REGULATIONS_PART_L_MAX_U_VALUE: lowest_selected_u_value = update_lowest_selected_u_value(lowest_selected_u_value, new_u_value) - recommendations.append({ - "parts": [get_recommended_part(part, depth)], - "new_u_value": new_u_value, - }) + recommendations.append( + { + "parts": [get_recommended_part(part, depth)], + "new_u_value": new_u_value, + } + ) return recommendations @@ -405,46 +408,39 @@ class WallRecommendations(BaseUtility): :return: """ - total_floor_area_group_decile = self.uvalue_estimates.classify_decile_newvalues( - decile_boundaries=self.uvalue_estimates.walls_decile_data["decile_boundaries"], - decile_labels=self.uvalue_estimates.walls_decile_data["decile_labels"], - new_values=[float(self.property.data["total-floor-area"])], - )[0] - - u_value_estimate = self.uvalue_estimates.walls[ - (self.uvalue_estimates.walls["local-authority"] == self.property.data["local-authority"]) & - (self.uvalue_estimates.walls["property-type"] == self.property.data["property-type"]) & - (self.uvalue_estimates.walls["built-form"] == self.property.data["built-form"]) & - (self.uvalue_estimates.walls["walls-energy-eff"] == self.property.data["walls-energy-eff"]) & - (self.uvalue_estimates.walls["walls-env-eff"] == self.property.data["walls-env-eff"]) & - (self.uvalue_estimates.walls["total-floor-area_group"] == total_floor_area_group_decile) - ] - - if u_value_estimate.empty: + if not self.uvalue_estimates: raise ValueError("No U-value estimate found for the given property") # Because of how spuriously populated the data is for number-habitable-rooms and number-heated-rooms, # we will try and filter on these to see if we get a result - habitable_rooms_filter = ( - self.uvalue_estimates.walls["number-habitable-rooms"] == self.property.data["number-habitable-rooms"] + habitable_rooms_filer = [ + x for x in self.uvalue_estimates if + x["number-habitable-rooms"] == self.property.data["number-habitable-rooms"] + ] + + if not habitable_rooms_filer: + # Take a mean of all the u-value estimates + return mean( + [x["median_thermal_transmittance"] for x in self.uvalue_estimates if x["median_thermal_transmittance"]] + ) + + # Try perform a filter on heated rooms + heated_rooms_filter = [ + x for x in habitable_rooms_filer if + x["number-heated-rooms"] == self.property.data["number-heated-rooms"] + ] + + if not heated_rooms_filter: + # Take a mean of all the u-value estimates + return mean( + [x["median_thermal_transmittance"] for x in habitable_rooms_filer if x["median_thermal_transmittance"]] + ) + + return mean( + [x["median_thermal_transmittance"] for x in heated_rooms_filter if x["median_thermal_transmittance"]] ) - if any(habitable_rooms_filter): - u_value_estimate = u_value_estimate[habitable_rooms_filter] - - heated_rooms_filter = ( - self.uvalue_estimates.walls["number-heated-rooms"] == self.property.data["number-heated-rooms"] - ) - - if any(heated_rooms_filter): - u_value_estimate = u_value_estimate[heated_rooms_filter] - - # It's possible for us to have multiple rows if we didn't do a habitable/heated rooms filter so we - # average - - return u_value_estimate["median_thermal_transmittance"].mean() - @staticmethod def rvalue_per_mm(total_r_value: float, thickness_mm: float) -> float: """Return R-value per mm. From a5ef3b8483ee1d096f0e62a0b53611359de363a0 Mon Sep 17 00:00:00 2001 From: Khalim Conn-Kowlessar Date: Thu, 20 Jul 2023 18:51:55 +0100 Subject: [PATCH 04/15] extending description cleaning for expanded data --- .idea/Model.iml | 2 +- .idea/misc.xml | 2 +- model_data/app.py | 83 +++++++++++++++++--- model_data/epc_attributes/FloorAttributes.py | 11 +++ 4 files changed, 84 insertions(+), 14 deletions(-) diff --git a/.idea/Model.iml b/.idea/Model.iml index 81384fa9..ac61a988 100644 --- a/.idea/Model.iml +++ b/.idea/Model.iml @@ -6,7 +6,7 @@ - + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml index 3b05c6ac..242c02bb 100644 --- a/.idea/misc.xml +++ b/.idea/misc.xml @@ -1,6 +1,6 @@ - + diff --git a/model_data/app.py b/model_data/app.py index 74fa5c15..fe065f26 100644 --- a/model_data/app.py +++ b/model_data/app.py @@ -72,6 +72,7 @@ def handler(): # TODO: Do this at a constituency level constituencies = {p.data["constituency"] for p in input_properties} property_types = ["bungalow", "flat", "house", "maisonette", "park home"] + floor_areas = ["unknown", "s", "m", "l", "xl", "xxl", "xxxl"] # We pull properties from local authorities, by property type. This will allow us to build # a dataset of up to 10k properties per local authority/property type combination @@ -82,24 +83,28 @@ def handler(): data = [] for c in tqdm(constituencies): for pt in property_types: - data.extend( - pagenated_epc_download( - client=epc_client, - params={ - "constituency": c, - "property-type": pt, - "from-month": 8, - "from-year": 2014, - }, - page_size=5000, - n_pages=10, + for fa in floor_areas: + data.extend( + pagenated_epc_download( + client=epc_client, + params={ + "constituency": c, + "property-type": pt, + "from-month": 8, + "from-year": 2014, + "floor-area": fa, + }, + page_size=5000, + n_pages=10, + ) ) - ) # Incorporate input data into cleaning cleaner = EpcClean(data + [p.data for p in input_properties]) cleaner.clean() + z = [x for x in data if x["floor-description"] == "(anheddiad arall islaw)"] + address_meta = [ { "postcode": x["postcode"].upper(), @@ -137,6 +142,60 @@ def handler(): uvalue_estimates = UvalueEstimations(data=data) uvalue_estimates.get_estimates(cleaner=cleaner) + x = {'low-energy-fixed-light-count': '', 'address': 'Flat 28, 22, Adelina Grove', 'uprn-source': 'Address Matched', + 'floor-height': '', 'heating-cost-potential': '668', 'unheated-corridor-length': '7.73', + 'hot-water-cost-potential': '190', 'construction-age-band': 'England and Wales: 1991-1995', + 'potential-energy-rating': 'D', 'mainheat-energy-eff': 'Very Poor', 'windows-env-eff': 'Average', + 'lighting-energy-eff': 'Average', 'environment-impact-potential': '46', + 'glazed-type': 'double glazing, unknown install date', 'heating-cost-current': '1081', 'address3': '', + 'mainheatcont-description': 'No time or thermostatic control of room temperature', + 'sheating-energy-eff': 'N/A', 'property-type': 'Flat', 'local-authority-label': 'Tower Hamlets', + 'fixed-lighting-outlets-count': '', 'energy-tariff': 'dual', 'mechanical-ventilation': 'natural', + 'hot-water-cost-current': '190', 'county': 'Greater London Authority', 'postcode': 'E1 3BX', + 'solar-water-heating-flag': 'N', 'constituency': 'E14000555', 'co2-emissions-potential': '5.2', + 'number-heated-rooms': '2', 'floor-description': '(another dwelling below)', + 'energy-consumption-potential': '301', 'local-authority': 'E09000030', 'built-form': 'Semi-Detached', + 'number-open-fireplaces': '0', 'windows-description': 'Fully double glazed', 'glazed-area': 'Normal', + 'inspection-date': '2018-09-05', 'mains-gas-flag': 'N', 'co2-emiss-curr-per-floor-area': '53', + 'address1': 'Flat 28', 'heat-loss-corridor': 'unheated corridor', 'flat-storey-count': '', + 'constituency-label': 'Bethnal Green and Bow', 'roof-energy-eff': 'Average', 'total-floor-area': '103.0', + 'building-reference-number': '4441803568', 'environment-impact-current': '44', 'co2-emissions-current': '5.5', + 'roof-description': 'Pitched, insulated (assumed)', 'floor-energy-eff': 'NO DATA!', + 'number-habitable-rooms': '2', 'address2': '22, Adelina Grove', 'hot-water-env-eff': 'Poor', + 'posttown': 'LONDON', 'mainheatc-energy-eff': 'Very Poor', 'main-fuel': 'electricity (not community)', + 'lighting-env-eff': 'Average', 'windows-energy-eff': 'Average', 'floor-env-eff': 'N/A', + 'sheating-env-eff': 'N/A', 'lighting-description': 'Low energy lighting in 25% of fixed outlets', + 'roof-env-eff': 'Average', 'walls-energy-eff': 'Good', 'photo-supply': '', 'lighting-cost-potential': '84', + 'mainheat-env-eff': 'Very Poor', 'multi-glaze-proportion': '100', 'main-heating-controls': '2701', + 'lodgement-datetime': '2018-09-06 17:25:59', 'flat-top-storey': 'Y', 'current-energy-rating': 'E', + 'secondheat-description': 'None', 'walls-env-eff': 'Good', 'transaction-type': 'rental (private)', + 'uprn': '6032920', 'current-energy-efficiency': '48', 'energy-consumption-current': '316', + 'mainheat-description': 'Electric ceiling heating', 'lighting-cost-current': '147', + 'lodgement-date': '2018-09-06', 'extension-count': '1', 'mainheatc-env-eff': 'Very Poor', + 'lmk-key': '175926409402018090617255958380158', 'wind-turbine-count': '0', 'tenure': 'rental (private)', + 'floor-level': '4th', 'potential-energy-efficiency': '67', 'hot-water-energy-eff': 'Average', + 'low-energy-lighting': '25', 'walls-description': 'Solid brick, as built, insulated (assumed)', + 'hotwater-description': 'Electric immersion, off-peak'} + from utils.uvalue_estimates import classify_decile_newvalues + total_floor_area_group_decile = UvalueEstimations.classify_decile_newvalues( + decile_boundaries=uvalue_estimates.walls_decile_data["decile_boundaries"], + decile_labels=uvalue_estimates.walls_decile_data["decile_labels"], + new_values=[float(x["total-floor-area"])], + )[0] + + u_value_estimate = uvalue_estimates.walls[ + (uvalue_estimates.walls["local-authority"] == x["local-authority"]) & + (uvalue_estimates.walls["property-type"] == x["property-type"]) & + (uvalue_estimates.walls["built-form"] == x["built-form"]) & + (uvalue_estimates.walls["walls-energy-eff"] == x["walls-energy-eff"]) & + (uvalue_estimates.walls["walls-env-eff"] == x["walls-env-eff"]) & + (uvalue_estimates.walls["total-floor-area_group"] == total_floor_area_group_decile) + ] + + uvalue_estimates.walls[ + uvalue_estimates.walls + ] + # all_data = { # "input_properties": input_properties, # "cleaner": cleaner, diff --git a/model_data/epc_attributes/FloorAttributes.py b/model_data/epc_attributes/FloorAttributes.py index b649cdd2..0d8ea493 100644 --- a/model_data/epc_attributes/FloorAttributes.py +++ b/model_data/epc_attributes/FloorAttributes.py @@ -12,12 +12,23 @@ class FloorAttributes(BaseUtility): OBSERVED_ERRORS = ["Conservatory"] + WELSH_TEXT = { + "(anheddiad arall islaw)": "(another dwelling below)", + } + def __init__(self, description: str): self.description: str = description.lower() self.nodata = (not description) or (description in self.DATA_ANOMALY_MATCHES) or ( description in self.OBSERVED_ERRORS) + # Try and perform a translation, incase it's in welsh + translation = self.WELSH_TEXT.get(self.description) + + if translation: + self.nodata = False + self.description = translation + if not self.nodata and not any( rt in self.description for rt in self.FLOOR_TYPES + self.DWELLING_BELOW + ["average thermal transmittance"] From 99ea4384904bcd223c71a9d53fece0e7681cadf2 Mon Sep 17 00:00:00 2001 From: Khalim Conn-Kowlessar Date: Thu, 20 Jul 2023 18:53:50 +0100 Subject: [PATCH 05/15] extended floor attributes and added new test --- model_data/tests/test_data/test_floor_attributes_cases.py | 4 ++++ recommendations/tests/test_floor_recommendations.py | 2 +- recommendations/tests/test_wall_recommendations.py | 4 ++-- 3 files changed, 7 insertions(+), 3 deletions(-) diff --git a/model_data/tests/test_data/test_floor_attributes_cases.py b/model_data/tests/test_data/test_floor_attributes_cases.py index 94431ff0..89abf198 100644 --- a/model_data/tests/test_data/test_floor_attributes_cases.py +++ b/model_data/tests/test_data/test_floor_attributes_cases.py @@ -3,6 +3,10 @@ clean_floor_cases = [ 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': False, 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'insulation_thickness': None, "another_property_below": True}, + {'original_description': '(anheddiad arall islaw)', 'thermal_transmittance': None, + 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': False, + 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'insulation_thickness': None, + "another_property_below": True}, {'original_description': '(other premises below)', 'thermal_transmittance': None, 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': False, 'is_to_external_air': False, 'is_suspended': False, diff --git a/recommendations/tests/test_floor_recommendations.py b/recommendations/tests/test_floor_recommendations.py index 772c8649..67445367 100644 --- a/recommendations/tests/test_floor_recommendations.py +++ b/recommendations/tests/test_floor_recommendations.py @@ -2,7 +2,7 @@ import pickle import pytest import os from unittest.mock import Mock -from model_data.recommendations.FloorRecommendations import FloorRecommendations +from recommendations.FloorRecommendations import FloorRecommendations class TestWallRecommendations: diff --git a/recommendations/tests/test_wall_recommendations.py b/recommendations/tests/test_wall_recommendations.py index 28633b3d..7ba92d49 100644 --- a/recommendations/tests/test_wall_recommendations.py +++ b/recommendations/tests/test_wall_recommendations.py @@ -5,10 +5,10 @@ import pytest import pickle import numpy as np from unittest.mock import Mock, MagicMock -from model_data.recommendations.WallRecommendations import WallRecommendations +from recommendations.WallRecommendations import WallRecommendations from model_data.analysis.UvalueEstimations import UvalueEstimations from model_data.Property import Property -from model_data.recommendations.recommendation_utils import is_diminishing_returns +from recommendations.recommendation_utils import is_diminishing_returns class TestWallRecommendations: From 07224393bc4c40baa1721d1e81fa276dbdc8aac1 Mon Sep 17 00:00:00 2001 From: Khalim Conn-Kowlessar Date: Fri, 21 Jul 2023 09:21:35 +0100 Subject: [PATCH 06/15] Fixing Hotwater attributes class and adding additional tests --- model_data/epc_attributes/HotWaterAttributes.py | 11 +++++++++++ .../test_data/test_hot_water_attributes_cases.py | 8 ++++++++ 2 files changed, 19 insertions(+) diff --git a/model_data/epc_attributes/HotWaterAttributes.py b/model_data/epc_attributes/HotWaterAttributes.py index 3da3f9b0..79dfe62d 100644 --- a/model_data/epc_attributes/HotWaterAttributes.py +++ b/model_data/epc_attributes/HotWaterAttributes.py @@ -12,6 +12,7 @@ class HotWaterAttributes(BaseUtility): # A device that transfers heat from a source (like the ground or air) into a building to provide hot water 'electric immersion', # An electric device that heats water using electric resistance 'gas boiler', # A boiler that uses gas as fuel to heat water + 'oil boiler', # A boiler that uses oil as fuel to heat water 'electric instantaneous', # Similar to gas instantaneous, but uses electricity as its energy source 'gas multipoint', # A gas water heater that can supply hot water to multiple points of use at once 'heat pump' # A general category for heat pumps, regardless of the energy source @@ -89,11 +90,21 @@ class HotWaterAttributes(BaseUtility): 'from second main heating system': 'from secondary system', } + WELSH_TEXT = { + "ogçör brif system": "from main system", + } + def __init__(self, description: str): self.description: str = clean_description(description.lower()) 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 any( self._keyword_in_description(keywords) for keywords in [ diff --git a/model_data/tests/test_data/test_hot_water_attributes_cases.py b/model_data/tests/test_data/test_hot_water_attributes_cases.py index 18d69733..b420a74b 100644 --- a/model_data/tests/test_data/test_hot_water_attributes_cases.py +++ b/model_data/tests/test_data/test_hot_water_attributes_cases.py @@ -125,5 +125,13 @@ hotwater_cases = [ 'system_type': 'from secondary system', 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, 'tariff_type': None, 'extra_features': None, 'chp_systems': None, 'distribution_system': None, 'no_system_present': None, + 'assumed': False, "appliance": None}, + {'original_description': 'OGÇÖr brif system', 'heater_type': None, 'system_type': 'from main system', + 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, 'tariff_type': None, + 'extra_features': None, 'chp_systems': None, 'distribution_system': None, 'no_system_present': None, + 'assumed': False, "appliance": None}, + {'original_description': 'Oil boiler/circulator', 'heater_type': None, 'system_type': 'oil boiler', + 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, 'tariff_type': None, + 'extra_features': None, 'chp_systems': None, 'distribution_system': 'circulator', 'no_system_present': None, 'assumed': False, "appliance": None} ] From 347e2c561783760f3bf2e29a78e7f39402cfe580 Mon Sep 17 00:00:00 2001 From: Khalim Conn-Kowlessar Date: Fri, 21 Jul 2023 09:27:48 +0100 Subject: [PATCH 07/15] fixing mainheat attributes and added extra test --- model_data/epc_attributes/MainheatAttributes.py | 9 +++++++++ .../test_data/test_mainheat_attributes_cases.py | 15 ++++++++++++++- 2 files changed, 23 insertions(+), 1 deletion(-) diff --git a/model_data/epc_attributes/MainheatAttributes.py b/model_data/epc_attributes/MainheatAttributes.py index 4f245879..727ce0e6 100644 --- a/model_data/epc_attributes/MainheatAttributes.py +++ b/model_data/epc_attributes/MainheatAttributes.py @@ -20,11 +20,20 @@ class MainHeatAttributes(BaseUtility): "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 diff --git a/model_data/tests/test_data/test_mainheat_attributes_cases.py b/model_data/tests/test_data/test_mainheat_attributes_cases.py index 25ff5c04..83835ee0 100644 --- a/model_data/tests/test_data/test_mainheat_attributes_cases.py +++ b/model_data/tests/test_data/test_mainheat_attributes_cases.py @@ -1090,5 +1090,18 @@ mainheat_cases = [ 'has_warm_air': False, 'has_water_source_heat_pump': False, 'has_wood_logs': False, - 'has_wood_pellets': False} + 'has_wood_pellets': False}, + {'original_description': 'Bwyler a rheiddiaduron, nwy prif gyflenwad', 'has_radiators': True, + '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': True, 'has_air_source_heat_pump': False, + 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, + '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': False, 'has_mains_gas': True, 'has_wood_logs': False, + 'has_LPG': 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_assumed': False, + 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, + "has_electric_heat_pumps": False, + "has_micro-cogeneration": False} ] From 09515bd0c52c9caa83ee85a5c24477184c6f2550 Mon Sep 17 00:00:00 2001 From: Khalim Conn-Kowlessar Date: Fri, 21 Jul 2023 10:21:49 +0100 Subject: [PATCH 08/15] debugging roof attributes and adding additional test --- model_data/epc_attributes/RoofAttributes.py | 11 ++++++++++- .../tests/test_data/test_roof_attributes_cases.py | 7 ++++++- 2 files changed, 16 insertions(+), 2 deletions(-) diff --git a/model_data/epc_attributes/RoofAttributes.py b/model_data/epc_attributes/RoofAttributes.py index ec014357..542978a4 100644 --- a/model_data/epc_attributes/RoofAttributes.py +++ b/model_data/epc_attributes/RoofAttributes.py @@ -8,6 +8,10 @@ class RoofAttributes(BaseUtility): ROOF_TYPES = ['pitched', 'roof room', 'loft', 'flat', 'thatched', 'at rafters', 'assumed'] DWELLING_ABOVE = ["another dwelling above", "other premises above"] + WELSH_TEXT = { + "ar oleddf, dim inswleiddio": "pitched, no insulation", + } + def __init__(self, description: str): """ :param description: Description of the roof. @@ -15,7 +19,12 @@ class RoofAttributes(BaseUtility): self.description: str = description.lower() 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 self.nodata and not any( rt in self.description for rt in self.ROOF_TYPES + self.DWELLING_ABOVE + ["average thermal transmittance"] ): diff --git a/model_data/tests/test_data/test_roof_attributes_cases.py b/model_data/tests/test_data/test_roof_attributes_cases.py index e2334c09..fabace6b 100644 --- a/model_data/tests/test_data/test_roof_attributes_cases.py +++ b/model_data/tests/test_data/test_roof_attributes_cases.py @@ -344,5 +344,10 @@ clean_roof_test_cases = [ {'original_description': 'Thatched, with additional insulation', 'thermal_transmittance': None, 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, 'is_thatched': True, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'above average'} + 'insulation_thickness': 'above average'}, + {'original_description': 'Ar oleddf, dim inswleiddio', 'thermal_transmittance': None, + 'thermal_transmittance_unit': None, + 'is_pitched': True, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, 'is_thatched': False, + 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, + 'insulation_thickness': 'none'} ] From 3f723785e48f5a06df5f725438d286331fd74037 Mon Sep 17 00:00:00 2001 From: Khalim Conn-Kowlessar Date: Fri, 21 Jul 2023 10:34:05 +0100 Subject: [PATCH 09/15] handling welsh wall cases --- model_data/epc_attributes/WallAttributes.py | 10 ++++++++++ .../tests/test_data/test_wall_attributes_cases.py | 6 ++++++ 2 files changed, 16 insertions(+) diff --git a/model_data/epc_attributes/WallAttributes.py b/model_data/epc_attributes/WallAttributes.py index 5b8226dd..886d2956 100644 --- a/model_data/epc_attributes/WallAttributes.py +++ b/model_data/epc_attributes/WallAttributes.py @@ -7,12 +7,22 @@ class WallAttributes(BaseUtility): WALL_TYPES = ['cavity wall', 'filled cavity', 'solid brick', 'system built', 'timber frame', 'granite or whinstone', 'as built', 'cob', 'assumed', 'sandstone or limestone'] + WELSH_TEXT = { + "Briciau solet, fel yGÇÖu hadeiladwyd, dim inswleiddio (rhagdybiaeth)": + "Solid brick, as built, no insulation (assumed)", + } + def __init__(self, description: str): """ :param description: Description of the walls. """ self.description: str = description + translation = self.WELSH_TEXT.get(self.description) + if translation: + self.nodata = False + self.description = translation + self.nodata = not description or description in self.DATA_ANOMALY_MATCHES def process(self) -> Dict[str, Union[float, str, bool, None]]: diff --git a/model_data/tests/test_data/test_wall_attributes_cases.py b/model_data/tests/test_data/test_wall_attributes_cases.py index e64ed535..162ebc1f 100644 --- a/model_data/tests/test_data/test_wall_attributes_cases.py +++ b/model_data/tests/test_data/test_wall_attributes_cases.py @@ -684,5 +684,11 @@ wall_cases = [ 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': True, 'is_granite_or_whinstone': False, 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'above average', + 'external_insulation': False, 'internal_insulation': False}, + {'original_description': 'Briciau solet, fel yGÇÖu hadeiladwyd, dim inswleiddio (rhagdybiaeth)', + 'thermal_transmittance': None, + 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': True, + 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': True, + 'is_cob': False, 'is_assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'none', 'external_insulation': False, 'internal_insulation': False} ] From 0594ab7a7eed59230b991a5514826ed7cdc5ca7e Mon Sep 17 00:00:00 2001 From: Khalim Conn-Kowlessar Date: Fri, 21 Jul 2023 10:40:47 +0100 Subject: [PATCH 10/15] windows and lighting debugged --- model_data/epc_attributes/WindowAttributes.py | 9 +++++++++ .../tests/test_data/test_lighting_attributes_cases.py | 3 ++- .../tests/test_data/test_window_attributes_cases.py | 4 +++- 3 files changed, 14 insertions(+), 2 deletions(-) diff --git a/model_data/epc_attributes/WindowAttributes.py b/model_data/epc_attributes/WindowAttributes.py index 8b087cb1..836d3dd0 100644 --- a/model_data/epc_attributes/WindowAttributes.py +++ b/model_data/epc_attributes/WindowAttributes.py @@ -17,6 +17,10 @@ class WindowAttributes(BaseUtility): "throughout": "full" } + WELSH_TEXT = { + "gwydrau dwbl llawn": "full double glazing", + } + def __init__(self, description: str): self.description: str = clean_description(description.lower()) @@ -24,6 +28,11 @@ class WindowAttributes(BaseUtility): # and indicate there was no data 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 self.nodata: if not any( rt in self.description for rt in diff --git a/model_data/tests/test_data/test_lighting_attributes_cases.py b/model_data/tests/test_data/test_lighting_attributes_cases.py index 57418aa1..7ddec1d3 100644 --- a/model_data/tests/test_data/test_lighting_attributes_cases.py +++ b/model_data/tests/test_data/test_lighting_attributes_cases.py @@ -29,5 +29,6 @@ test_cases = [ {'original_description': 'Below average lighting efficiency', 'low_energy_proportion': 0.25}, {'original_description': 'Excellent lighting efficiency', 'low_energy_proportion': 1.0}, {'original_description': 'Low energy lighting in 2% of fixed outlets', 'low_energy_proportion': 0.02}, - {'original_description': 'No Low energy lighting', 'low_energy_proportion': 0} + {'original_description': 'No Low energy lighting', 'low_energy_proportion': 0}, + {'original_description': 'Goleuadau ynni-isel mewn 60% oGÇÖr mannau gosod', 'low_energy_proportion': 0.6} ] diff --git a/model_data/tests/test_data/test_window_attributes_cases.py b/model_data/tests/test_data/test_window_attributes_cases.py index c3b944fd..41162e5f 100644 --- a/model_data/tests/test_data/test_window_attributes_cases.py +++ b/model_data/tests/test_data/test_window_attributes_cases.py @@ -35,5 +35,7 @@ windows_cases = [ {'original_description': 'Some secondary glazing', 'has_glazing': True, 'glazing_coverage': 'partial', 'glazing_type': 'secondary', 'no_data': False}, {'original_description': 'Some triple glazing', 'has_glazing': True, 'glazing_coverage': 'partial', - 'glazing_type': 'triple', 'no_data': False} + 'glazing_type': 'triple', 'no_data': False}, + {'original_description': 'Gwydrau dwbl llawn', 'has_glazing': True, 'glazing_coverage': 'full', + 'glazing_type': 'double', 'no_data': False} ] From 39a76daeccb666ba881fb204eca5c7477d2dc510 Mon Sep 17 00:00:00 2001 From: Khalim Conn-Kowlessar Date: Fri, 21 Jul 2023 10:56:46 +0100 Subject: [PATCH 11/15] updated floor and walls temp data in backend --- backend/app/plan/uvalue_estimates_floors.py | 3982 ++++++---- backend/app/plan/uvalue_estimates_walls.py | 7660 ++++++++++--------- 2 files changed, 6474 insertions(+), 5168 deletions(-) diff --git a/backend/app/plan/uvalue_estimates_floors.py b/backend/app/plan/uvalue_estimates_floors.py index 9fb834f7..bb570138 100644 --- a/backend/app/plan/uvalue_estimates_floors.py +++ b/backend/app/plan/uvalue_estimates_floors.py @@ -1,2647 +1,3707 @@ uvalue_estimates_floors = [ {'local-authority': 'E09000012', 'property-type': 'Bungalow', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.14, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.14, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Bungalow', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'End-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 0.17, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 0.17, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Bungalow', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'End-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 0.09, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 0.09, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': 0.32, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 0.34, 'n_samples': 3}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', + 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': 0.35, 'n_samples': 4}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', + 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 0.38, 'n_samples': 7}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', + 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.43, 'n_samples': 4}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', + 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': 0.38, 'n_samples': 4}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', + 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.38, 'n_samples': 7}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', + 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.39, 'n_samples': 5}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', + 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.43, 'n_samples': 1}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', + 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.32, 'n_samples': 1}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', + 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.38, 'n_samples': 3}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', 'built-form': 'End-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.33, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.33, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 0.35, 'n_samples': 12}, + 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 0.35, 'n_samples': 24}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': 0.35, 'n_samples': 8}, + 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': 0.35, 'n_samples': 14}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 0.35, 'n_samples': 5}, + 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 0.31, 'n_samples': 11}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.38, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.38, 'n_samples': 4}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': 0.35, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': 0.35, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.395, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.41, 'n_samples': 1}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', + 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.38, 'n_samples': 5}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': None, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': nan, 'n_samples': 1}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', + 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': 0.41500000000000004, 'n_samples': 2}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', + 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': nan, 'n_samples': 1}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', + 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.39, 'n_samples': 2}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', + 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.45, 'n_samples': 3}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 0.44, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 0.44, 'n_samples': 3}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.44, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': 0.33, 'n_samples': 4}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', + 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.44, 'n_samples': 3}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', + 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.34, 'n_samples': 1}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', + 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.33, 'n_samples': 1}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', + 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.39, 'n_samples': 1}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': '', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 1', - 'median_thermal_transmittance': 0.22, 'n_samples': 1}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', - 'built-form': '', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.22, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': '', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 7', - 'median_thermal_transmittance': 0.22, 'n_samples': 1}, + 'median_thermal_transmittance': 0.22, 'n_samples': 4}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', + 'built-form': '', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 8', + 'median_thermal_transmittance': 0.22, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 0.25, 'n_samples': 5}, + 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 0.25, 'n_samples': 67}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': 0.24, 'n_samples': 5}, + 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': 0.24, 'n_samples': 25}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 0.22, 'n_samples': 5}, + 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 0.23, 'n_samples': 23}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.24, 'n_samples': 26}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', + 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': 0.25, 'n_samples': 24}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', + 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.24, 'n_samples': 23}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', + 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.25, 'n_samples': 23}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', + 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.25, 'n_samples': 11}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', + 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.235, 'n_samples': 10}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', + 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.26, 'n_samples': 4}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', + 'built-form': 'End-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 0.25, 'n_samples': 10}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', + 'built-form': 'End-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': 0.29, 'n_samples': 5}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', + 'built-form': 'End-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 0.22, 'n_samples': 2}, + {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', + 'built-form': 'End-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.25, 'n_samples': 5}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 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'property-type': 'House', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', + 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': 0.3, 'n_samples': 2}, + {'local-authority': 'E09000028', 'property-type': 'House', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', + 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.2, 'n_samples': 10}, + {'local-authority': 'E09000028', 'property-type': 'House', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', + 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.2, 'n_samples': 8}, + {'local-authority': 'E09000028', 'property-type': 'House', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', + 'built-form': 'NO DATA!', 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{'local-authority': 'E09000028', 'property-type': 'House', 'floor-energy-eff': 'Very Good', + 'floor-env-eff': 'Very Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', + 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.12, + 'n_samples': 10}, {'local-authority': 'E09000028', 'property-type': 'House', 'floor-energy-eff': 'Very Good', + 'floor-env-eff': 'Very Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', + 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 9', + 'median_thermal_transmittance': 0.12, 'n_samples': 12}, + {'local-authority': 'E09000028', 'property-type': 'House', 'floor-energy-eff': 'Very Good', + 'floor-env-eff': 'Very Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', + 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.14, + 'n_samples': 2}, {'local-authority': 'E09000028', 'property-type': 'House', 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'property-type': 'House', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 8', - 'median_thermal_transmittance': 0.2, 'n_samples': 7}, + 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 9', + 'median_thermal_transmittance': 0.19, 'n_samples': 24}, {'local-authority': 'E09000030', 'property-type': 'House', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.15, - 'n_samples': 10}, {'local-authority': 'E09000030', 'property-type': 'House', 'floor-energy-eff': 'Very Good', - 'floor-env-eff': 'Very Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 10', - 'median_thermal_transmittance': 0.15, 'n_samples': 3}, - {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Average', - 'floor-env-eff': 'Average', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.33, 'n_samples': 1}, + 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.15, + 'n_samples': 14}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Average', + 'floor-env-eff': 'Average', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', + 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 4', + 'median_thermal_transmittance': 0.33, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.25, 'n_samples': 4}, - {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', - 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.25, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.25, 'n_samples': 10}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'End-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.25, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.25, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 0.23, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 0.23, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.24, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': 0.24, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.22, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.22, 'n_samples': 4}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': None, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': nan, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': None, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': nan, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': 0.25, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.25, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Poor', 'floor-env-eff': 'Poor', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.7, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': 0.7, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 0.19, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 0.19, 'n_samples': 4}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': 0.19, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': 0.19, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 0.155, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 0.155, 'n_samples': 4}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': 0.18, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.18, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.18, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.18, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.185, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.18, 'n_samples': 6}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.13, 'n_samples': 14}, + 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.1, 'n_samples': 34}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.13, 'n_samples': 15}, + 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.18, 'n_samples': 22}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'End-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.15, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.15, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'End-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.15, 'n_samples': 9}, + 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.15, 'n_samples': 8}, + {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', + 'floor-env-eff': 'Very Good', 'built-form': 'End-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.15, 'n_samples': 10}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.2, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.2, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.165, 'n_samples': 8}, + 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.165, 'n_samples': 16}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.17, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.17, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': 0.15, 'n_samples': 3}, + 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.15, 'n_samples': 6}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.15, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.15, 'n_samples': 6}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.15, 'n_samples': 13}, + 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.15, 'n_samples': 30}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.16, 'n_samples': 14}, + 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.16, 'n_samples': 28}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.16, 'n_samples': 6}, - {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', - 'floor-env-eff': 'Very Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.2, 'n_samples': 3}, + 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.16, 'n_samples': 12}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.15, - 'n_samples': 1} + 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.15, + 'n_samples': 2} ] diff --git a/backend/app/plan/uvalue_estimates_walls.py b/backend/app/plan/uvalue_estimates_walls.py index 04e7622d..aa5f9781 100644 --- a/backend/app/plan/uvalue_estimates_walls.py +++ b/backend/app/plan/uvalue_estimates_walls.py @@ -1,3757 +1,4003 @@ uvalue_estimates_walls = [ {'local-authority': 'E09000012', 'property-type': 'Bungalow', 'walls-energy-eff': 'Very Good', - 'walls-env-eff': 'Very Good', 'built-form': 'Detached', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 10', - 'median_thermal_transmittance': 0.27, 'n_samples': 1}, + 'walls-env-eff': 'Very Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.27, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Bungalow', 'walls-energy-eff': 'Very Good', - 'walls-env-eff': 'Very Good', 'built-form': 'End-Terrace', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 1', - 'median_thermal_transmittance': 0.15, 'n_samples': 1}, + 'walls-env-eff': 'Very Good', 'built-form': 'End-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 0.15, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Bungalow', 'walls-energy-eff': 'Very Good', - 'walls-env-eff': 'Very Good', 'built-form': 'End-Terrace', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 4', - 'median_thermal_transmittance': 0.24, 'n_samples': 1}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': '', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 1', - 'median_thermal_transmittance': 0.71, 'n_samples': 1}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': '', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 3', - 'median_thermal_transmittance': 0.8, 'n_samples': 1}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': '', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 4', - 'median_thermal_transmittance': 0.835, 'n_samples': 2}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': '', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 5', - 'median_thermal_transmittance': 0.73, 'n_samples': 1}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': '', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 6', - 'median_thermal_transmittance': 0.98, 'n_samples': 1}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': '', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 9', - 'median_thermal_transmittance': 0.95, 'n_samples': 1}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': 'Detached', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 1', - 'median_thermal_transmittance': 0.85, 'n_samples': 2}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': 'End-Terrace', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 2', - 'median_thermal_transmittance': 0.62, 'n_samples': 1}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 1', - 'median_thermal_transmittance': 0.75, 'n_samples': 8}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 2', - 'median_thermal_transmittance': 1.0, 'n_samples': 3}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 3', - 'median_thermal_transmittance': 1.0, 'n_samples': 16}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 4', - 'median_thermal_transmittance': 1.0, 'n_samples': 91}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 5', - 'median_thermal_transmittance': 1.0, 'n_samples': 13}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 7', - 'median_thermal_transmittance': 1.0, 'n_samples': 46}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 8', - 'median_thermal_transmittance': 1.0, 'n_samples': 32}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 9', - 'median_thermal_transmittance': 1.0, 'n_samples': 15}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 10', - 'median_thermal_transmittance': 1.0, 'n_samples': 11}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 1', - 'median_thermal_transmittance': None, 'n_samples': 1}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 6', - 'median_thermal_transmittance': None, 'n_samples': 1}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', - 'walls-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 9', - 'median_thermal_transmittance': None, 'n_samples': 1}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Good', - 'walls-env-eff': 'Good', 'built-form': '', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 1', - 'median_thermal_transmittance': 0.38, 'n_samples': 4}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Good', - 'walls-env-eff': 'Good', 'built-form': '', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 3', - 'median_thermal_transmittance': 0.41, 'n_samples': 1}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Good', - 'walls-env-eff': 'Good', 'built-form': '', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 4', - 'median_thermal_transmittance': 0.49, 'n_samples': 1}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Good', - 'walls-env-eff': 'Good', 'built-form': '', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 5', - 'median_thermal_transmittance': 0.57, 'n_samples': 1}, - {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Good', - 'walls-env-eff': 'Good', 'built-form': '', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 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{'local-authority': 'E09000012', 'property-type': 'Maisonette', 'walls-energy-eff': 'Very Good', + 'walls-env-eff': 'Very Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', + 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.21, + 'n_samples': 4}, {'local-authority': 'E09000012', 'property-type': 'Maisonette', 'walls-energy-eff': 'Very Good', + 'walls-env-eff': 'Very Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', + 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 10', + 'median_thermal_transmittance': 0.21000000000000002, 'n_samples': 4}, + {'local-authority': 'E09000012', 'property-type': 'Maisonette', 'walls-energy-eff': 'Very Poor', + 'walls-env-eff': 'Very Poor', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 1.72, 'n_samples': 2}, + {'local-authority': 'E09000012', 'property-type': 'Maisonette', 'walls-energy-eff': 'Very Poor', + 'walls-env-eff': 'Very Poor', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 1.69, 'n_samples': 2}, + {'local-authority': 'E09000013', 'property-type': 'Bungalow', 'walls-energy-eff': 'Very Good', + 'walls-env-eff': 'Very Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 0.22, 'n_samples': 2}, + {'local-authority': 'E09000013', 'property-type': 'Bungalow', 'walls-energy-eff': 'Very Good', + 'walls-env-eff': 'Very Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 0.25, 'n_samples': 2}, + {'local-authority': 'E09000013', 'property-type': 'Bungalow', 'walls-energy-eff': 'Very Good', + 'walls-env-eff': 'Very Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.15, 'n_samples': 2}, + {'local-authority': 'E09000013', 'property-type': 'Bungalow', 'walls-energy-eff': 'Very Good', + 'walls-env-eff': 'Very Good', 'built-form': 'End-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.22, 'n_samples': 4}, + {'local-authority': 'E09000013', 'property-type': 'Bungalow', 'walls-energy-eff': 'Very Good', + 'walls-env-eff': 'Very Good', 'built-form': 'End-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.18, 'n_samples': 2}, + {'local-authority': 'E09000013', 'property-type': 'Bungalow', 'walls-energy-eff': 'Very Good', + 'walls-env-eff': 'Very Good', 'built-form': 'Mid-Terrace', 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'property-type': 'Flat', 'walls-energy-eff': 'Average', 'walls-env-eff': 'Average', + 'built-form': 'Enclosed Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.93, 'n_samples': 1}, + {'local-authority': 'E09000013', 'property-type': 'Flat', 'walls-energy-eff': 'Average', 'walls-env-eff': 'Average', + 'built-form': 'End-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.98, 'n_samples': 54}, + {'local-authority': 'E09000013', 'property-type': 'Flat', 'walls-energy-eff': 'Average', 'walls-env-eff': 'Average', + 'built-form': 'End-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.98, 'n_samples': 2}, + {'local-authority': 'E09000013', 'property-type': 'Flat', 'walls-energy-eff': 'Average', 'walls-env-eff': 'Average', 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'walls-env-eff': 'Very Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': nan, 'n_samples': 2}, + {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'walls-energy-eff': 'Very Good', + 'walls-env-eff': 'Very Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.26, 'n_samples': 2}, + {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'walls-energy-eff': 'Very Good', + 'walls-env-eff': 'Very Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.2, 'n_samples': 10}, + {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'walls-energy-eff': 'Very Good', + 'walls-env-eff': 'Very Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.23, 'n_samples': 30}, + {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'walls-energy-eff': 'Very Good', + 'walls-env-eff': 'Very Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', + 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.22, 'n_samples': 52}, + {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'walls-energy-eff': 'Very Good', + 'walls-env-eff': 'Very Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', + 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.17, + 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'walls-energy-eff': 'Very Good', + 'walls-env-eff': 'Very Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', + 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 8', + 'median_thermal_transmittance': 0.17, 'n_samples': 2}, + {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'walls-energy-eff': 'Very Good', + 'walls-env-eff': 'Very Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', + 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.18, + 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'walls-energy-eff': 'Very Poor', + 'walls-env-eff': 'Very Poor', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', + 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 6', + 'median_thermal_transmittance': 2.1, 'n_samples': 2} ] From caedd7952398fa42f2b5e2ced5d1730e0affcd79 Mon Sep 17 00:00:00 2001 From: Khalim Conn-Kowlessar Date: Fri, 21 Jul 2023 11:49:58 +0100 Subject: [PATCH 12/15] Added unit tests for recommendation utils and still restructuing repo --- .idea/Model.iml | 1 + backend/app/plan/router.py | 11 ++- model_data/pytest.ini | 3 - pytest.ini | 3 + recommendations/WallRecommendations.py | 45 +---------- recommendations/__init__.py | 0 recommendations/recommendation_utils.py | 55 ++++++++++++++ .../tests/test_recommendation_utils.py | 74 +++++++++++++++++++ 8 files changed, 142 insertions(+), 50 deletions(-) delete mode 100644 model_data/pytest.ini create mode 100644 pytest.ini create mode 100644 recommendations/__init__.py create mode 100644 recommendations/tests/test_recommendation_utils.py diff --git a/.idea/Model.iml b/.idea/Model.iml index ac61a988..10f9791d 100644 --- a/.idea/Model.iml +++ b/.idea/Model.iml @@ -5,6 +5,7 @@ + diff --git a/backend/app/plan/router.py b/backend/app/plan/router.py index 4a68e7a7..73993e78 100644 --- a/backend/app/plan/router.py +++ b/backend/app/plan/router.py @@ -130,18 +130,21 @@ async def trigger_plan(body: PlanTriggerRequest): new_values=[float(p.data["total-floor-area"])], )[0] - # This + # This is placeholder, until the full dataset is loaded into the database and we just make a read to the + # database walls_u_value_estimate = [ x for x in uvalue_estimates_walls if (x['local-authority'] == p.data["local-authority"]) & (x['property-type'] == p.data["property-type"]) & (x['built-form'] == p.data["built-form"]) & (x['walls-energy-eff'] == p.data["walls-energy-eff"]) & - (x['walls-env-eff'] == p.data["walls-env-eff"]) & - (x['total-floor-area_group'] == total_floor_area_group_decile) + (x['walls-env-eff'] == p.data["walls-env-eff"]) ] - wall_recomendations = WallRecommendations(property_instance=p, uvalue_estimates=walls_u_value_estimate) + wall_recomendations = WallRecommendations( + property_instance=p, uvalue_estimates=walls_u_value_estimate, + total_floor_area_group_decile=total_floor_area_group_decile + ) wall_recomendations.recommend() wall_recomendations = wall_recomendations.recommendations # insert property id diff --git a/model_data/pytest.ini b/model_data/pytest.ini deleted file mode 100644 index 6ab74d5e..00000000 --- a/model_data/pytest.ini +++ /dev/null @@ -1,3 +0,0 @@ -[pytest] -addopts = --cov-report term-missing --cov=model_data -testpaths = model_data/tests diff --git a/pytest.ini b/pytest.ini new file mode 100644 index 00000000..1019b4a6 --- /dev/null +++ b/pytest.ini @@ -0,0 +1,3 @@ +[pytest] +addopts = --cov-report term-missing --cov=model_data --cov=recommendations +testpaths = model_data/tests recommendations/tests diff --git a/recommendations/WallRecommendations.py b/recommendations/WallRecommendations.py index 572bdf92..2e14aef5 100644 --- a/recommendations/WallRecommendations.py +++ b/recommendations/WallRecommendations.py @@ -1,6 +1,5 @@ import itertools import math -from statistics import mean from model_data.Property import Property from model_data.BaseUtility import BaseUtility @@ -217,9 +216,10 @@ class WallRecommendations(BaseUtility): "solid_brick": 2, } - def __init__(self, property_instance: Property, uvalue_estimates): + def __init__(self, property_instance: Property, uvalue_estimates, total_floor_area_group_decile): self.property = property_instance self.uvalue_estimates = uvalue_estimates + self.total_floor_area_group_decile = total_floor_area_group_decile # For audit purposes, when estimating u values we'll store it self.estimated_u_value = None @@ -400,47 +400,6 @@ class WallRecommendations(BaseUtility): rec for rec in self.recommendations if rec["new_u_value"] >= self.DIMINISHING_RETURNS_U_VALUE ] - def _get_walls_uvalue_estimate(self): - - """ - Wrapper function which contains the methodology to extract a property's walls u-value estimate - when we don't have a true value and if we can't base our assumption off of the material - :return: - """ - - if not self.uvalue_estimates: - raise ValueError("No U-value estimate found for the given property") - - # Because of how spuriously populated the data is for number-habitable-rooms and number-heated-rooms, - # we will try and filter on these to see if we get a result - - habitable_rooms_filer = [ - x for x in self.uvalue_estimates if - x["number-habitable-rooms"] == self.property.data["number-habitable-rooms"] - ] - - if not habitable_rooms_filer: - # Take a mean of all the u-value estimates - return mean( - [x["median_thermal_transmittance"] for x in self.uvalue_estimates if x["median_thermal_transmittance"]] - ) - - # Try perform a filter on heated rooms - heated_rooms_filter = [ - x for x in habitable_rooms_filer if - x["number-heated-rooms"] == self.property.data["number-heated-rooms"] - ] - - if not heated_rooms_filter: - # Take a mean of all the u-value estimates - return mean( - [x["median_thermal_transmittance"] for x in habitable_rooms_filer if x["median_thermal_transmittance"]] - ) - - return mean( - [x["median_thermal_transmittance"] for x in heated_rooms_filter if x["median_thermal_transmittance"]] - ) - @staticmethod def rvalue_per_mm(total_r_value: float, thickness_mm: float) -> float: """Return R-value per mm. diff --git a/recommendations/__init__.py b/recommendations/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/recommendations/recommendation_utils.py b/recommendations/recommendation_utils.py index 1e6f307a..bb6ed9b9 100644 --- a/recommendations/recommendation_utils.py +++ b/recommendations/recommendation_utils.py @@ -1,4 +1,6 @@ from copy import deepcopy +from model_data.Property import Property +from statistics import mean def r_value_per_mm_to_u_value(depth_mm: int, r_value_per_mm: float): @@ -110,3 +112,56 @@ def get_recommended_part(part, selected_depth): recommended_part["depths"] = [selected_depth] return recommended_part + + +def get_uvalue_estimate(uvalue_estimates, property: Property): + """ + Wrapper function which contains the methodology to extract a property's walls u-value estimate + when we don't have a true value and if we can't base our assumption off of the material + :return: + """ + + if not uvalue_estimates: + raise ValueError("No U-value estimate found for the given property - investigate") + + # We try and filter on total_floor_area_group_decile + floor_area_filter = [ + x for x in uvalue_estimates if + x["total-floor-area_group"] == property.data["total_floor_area_group_decile"] + ] + + if not floor_area_filter: + # Take a mean of all the u-value estimates + return mean( + [x["median_thermal_transmittance"] for x in uvalue_estimates if x["median_thermal_transmittance"]] + ) + + # Because of how spuriously populated the data is for number-habitable-rooms and number-heated-rooms, + # we will try and filter on these to see if we get a result + + habitable_rooms_filer = [ + x for x in floor_area_filter if + x["number-habitable-rooms"] == property.data["number-habitable-rooms"] + ] + + if not habitable_rooms_filer: + # Take a mean of all the u-value estimates + return mean( + [x["median_thermal_transmittance"] for x in floor_area_filter if x["median_thermal_transmittance"]] + ) + + # Try perform a filter on heated rooms + heated_rooms_filter = [ + x for x in habitable_rooms_filer if + x["number-heated-rooms"] == property.data["number-heated-rooms"] + ] + + if not heated_rooms_filter: + # Take a mean of all the u-value estimates + return mean( + [x["median_thermal_transmittance"] for x in habitable_rooms_filer if x["median_thermal_transmittance"]] + ) + + return mean( + [x["median_thermal_transmittance"] for x in heated_rooms_filter if x["median_thermal_transmittance"]] + ) diff --git a/recommendations/tests/test_recommendation_utils.py b/recommendations/tests/test_recommendation_utils.py new file mode 100644 index 00000000..6e07f1db --- /dev/null +++ b/recommendations/tests/test_recommendation_utils.py @@ -0,0 +1,74 @@ +import pytest +from unittest.mock import MagicMock +from recommendations import recommendation_utils + + +class TestRecommendationUtils: + @pytest.fixture + def property_mock(self): + PropertyMock = MagicMock() + PropertyMock.data = { + 'total_floor_area_group_decile': 'Decile 1', + 'number-habitable-rooms': 3, + 'number-heated-rooms': 2 + } + return PropertyMock + + def test_r_value_per_mm_to_u_value(self): + assert recommendation_utils.r_value_per_mm_to_u_value(1, 2) == 0.5 + with pytest.raises(ZeroDivisionError): + recommendation_utils.r_value_per_mm_to_u_value(0, 2) + + def test_calculate_u_value_uplift(self): + assert recommendation_utils.calculate_u_value_uplift(1, 2) == (0.33333333333333337, 0.6666666666666666) + with pytest.raises(ZeroDivisionError): + recommendation_utils.calculate_u_value_uplift(0, 2) + with pytest.raises(ZeroDivisionError): + recommendation_utils.calculate_u_value_uplift(1, 0) + + def test_is_diminishing_returns(self): + assert not recommendation_utils.is_diminishing_returns([1, 2, 3], 1, 1, 1) + assert recommendation_utils.is_diminishing_returns([1, 2, 3], 0.5, 1, 1) + assert not recommendation_utils.is_diminishing_returns([], 1, None, 1) + + def test_update_lowest_selected_u_value(self): + assert recommendation_utils.update_lowest_selected_u_value(1, 2) == 1 + assert recommendation_utils.update_lowest_selected_u_value(None, 2) == 2 + assert recommendation_utils.update_lowest_selected_u_value(1, 0.5) == 0.5 + + def test_get_recommended_part(self): + part = {'depths': [1, 2, 3]} + assert recommendation_utils.get_recommended_part(part, 1) == {'depths': [1]} + + def test_get_uvalue_estimate(self, property_mock): + uvalue_estimates = [ + { + 'total-floor-area_group': 'Decile 1', + 'number-habitable-rooms': 3, + 'number-heated-rooms': 2, + 'median_thermal_transmittance': 1 + }, + { + 'total-floor-area_group': 'Decile 1', + 'number-habitable-rooms': 3, + 'number-heated-rooms': 2, + 'median_thermal_transmittance': 2 + } + ] + + assert recommendation_utils.get_uvalue_estimate(uvalue_estimates, property_mock) == 1.5 + + with pytest.raises(ValueError): + recommendation_utils.get_uvalue_estimate([], property_mock) + + # Test with missing 'median_thermal_transmittance' key + uvalue_estimates_missing_key = [ + { + 'total-floor-area_group': 'Decile 1', + 'number-habitable-rooms': 3, + 'number-heated-rooms': 2 + } + ] + + with pytest.raises(KeyError): + recommendation_utils.get_uvalue_estimate(uvalue_estimates_missing_key, property_mock) From 2f88f2a0afa4e812549207d33fc689b9cd580f5b Mon Sep 17 00:00:00 2001 From: Khalim Conn-Kowlessar Date: Fri, 21 Jul 2023 15:22:22 +0100 Subject: [PATCH 13/15] erfactoring recommendations --- backend/app/plan/router.py | 36 +++++++---- backend/app/plan/uvalue_estimates_floors.py | 42 ++++++------- backend/app/plan/uvalue_estimates_walls.py | 70 ++++++++++----------- recommendations/FloorRecommendations.py | 61 +++--------------- recommendations/WallRecommendations.py | 7 ++- recommendations/recommendation_utils.py | 4 +- 6 files changed, 98 insertions(+), 122 deletions(-) diff --git a/backend/app/plan/router.py b/backend/app/plan/router.py index 73993e78..aa8655bf 100644 --- a/backend/app/plan/router.py +++ b/backend/app/plan/router.py @@ -101,7 +101,6 @@ async def trigger_plan(body: PlanTriggerRequest): p.set_is_in_conservation_area(in_conservation_area) logger.info("Getting components and properties recommendations") - recommendations = [] for property_id, p in enumerate(input_properties): # For each property, classiy floor area decide @@ -114,14 +113,29 @@ async def trigger_plan(body: PlanTriggerRequest): # Property recommendations p.get_components(cleaned) + # This is placeholder, until the full dataset is loaded into the database and we just make a read to the + # database + floors_u_value_estimate = [ + x for x in uvalue_estimates_floors + if (x['local-authority'] == p.data["local-authority"]) & + (x['property-type'] == p.data["property-type"]) & + (x['built-form'] == p.data["built-form"]) & + (x['floor-energy-eff'] == p.data["floor-energy-eff"] if p.data["floor-energy-eff"] != 'N/A' else True) & + (x['floor-env-eff'] == p.data["floor-env-eff"] if p.data["floor-env-eff"] != 'N/A' else True) + ] + # Floor recommendations - floor_recommender = FloorRecommendations(property_instance=p, uvalue_estimates=uvalue_estimates_floors) + floor_recommender = FloorRecommendations( + property_instance=p, uvalue_estimates=floors_u_value_estimate, + total_floor_area_group_decile=total_floor_area_group_decile + ) floor_recommender.recommend() - floor_recommendations = floor_recommender.recommendations # insert property id - for rec in floor_recommendations: + for rec in floor_recommender.recommendations: rec["property_id"] = property_id + recommendations.extend(floor_recommender.recommendations) + # Wall recommendations # We would make this u-value query directly to the database total_floor_area_group_decile = classify_decile_newvalues( @@ -137,20 +151,20 @@ async def trigger_plan(body: PlanTriggerRequest): if (x['local-authority'] == p.data["local-authority"]) & (x['property-type'] == p.data["property-type"]) & (x['built-form'] == p.data["built-form"]) & - (x['walls-energy-eff'] == p.data["walls-energy-eff"]) & - (x['walls-env-eff'] == p.data["walls-env-eff"]) + (x['walls-energy-eff'] == p.data["walls-energy-eff"] if p.data["walls-energy-eff"] != 'N/A' else True) & + (x['walls-env-eff'] == p.data["walls-env-eff"] if p.data["walls-env-eff"] != 'N/A' else True) ] wall_recomendations = WallRecommendations( - property_instance=p, uvalue_estimates=walls_u_value_estimate, + property_instance=p, + uvalue_estimates=walls_u_value_estimate, total_floor_area_group_decile=total_floor_area_group_decile ) wall_recomendations.recommend() - wall_recomendations = wall_recomendations.recommendations # insert property id - for rec in wall_recomendations: + for rec in wall_recomendations.recommendations: rec["property_id"] = property_id - recommendations.extend(floor_recommendations) + recommendations.extend(wall_recomendations.recommendations) - return {"message": "Plan complete"} + return {"recommendations": recommendations} diff --git a/backend/app/plan/uvalue_estimates_floors.py b/backend/app/plan/uvalue_estimates_floors.py index bb570138..cba31508 100644 --- a/backend/app/plan/uvalue_estimates_floors.py +++ b/backend/app/plan/uvalue_estimates_floors.py @@ -64,13 +64,13 @@ uvalue_estimates_floors = [ 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.38, 'n_samples': 5}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': nan, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': None, 'n_samples': 1}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': 0.41500000000000004, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': nan, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': None, 'n_samples': 1}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.39, 'n_samples': 2}, @@ -190,7 +190,7 @@ uvalue_estimates_floors = [ 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.26, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 0.25, 'n_samples': 8}, @@ -591,13 +591,13 @@ uvalue_estimates_floors = [ 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': 0.22, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'House', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'House', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.21, 'n_samples': 6}, {'local-authority': 'E09000012', 'property-type': 'House', 'floor-energy-eff': 'Poor', 'floor-env-eff': 'Poor', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'House', 'floor-energy-eff': 'Poor', 'floor-env-eff': 'Poor', 'built-form': 'End-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.47, 'n_samples': 2}, @@ -832,7 +832,7 @@ uvalue_estimates_floors = [ 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.25, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Maisonette', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Maisonette', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.21, 'n_samples': 4}, @@ -1032,7 +1032,7 @@ uvalue_estimates_floors = [ 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.31, 'n_samples': 2}, {'local-authority': 'E09000013', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': nan, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': None, 'n_samples': 1}, {'local-authority': 'E09000013', 'property-type': 'Flat', 'floor-energy-eff': 'Average', 'floor-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.4, 'n_samples': 1}, @@ -1137,7 +1137,7 @@ uvalue_estimates_floors = [ 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.25, 'n_samples': 1}, {'local-authority': 'E09000013', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': nan, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': None, 'n_samples': 1}, {'local-authority': 'E09000013', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 0.26, 'n_samples': 2}, @@ -1200,7 +1200,7 @@ uvalue_estimates_floors = [ 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.67, 'n_samples': 9}, {'local-authority': 'E09000013', 'property-type': 'Flat', 'floor-energy-eff': 'Poor', 'floor-env-eff': 'Poor', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': nan, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': None, 'n_samples': 1}, {'local-authority': 'E09000013', 'property-type': 'Flat', 'floor-energy-eff': 'Poor', 'floor-env-eff': 'Poor', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': 0.66, 'n_samples': 1}, @@ -1372,7 +1372,7 @@ uvalue_estimates_floors = [ 'median_thermal_transmittance': 0.975, 'n_samples': 2}, {'local-authority': 'E09000013', 'property-type': 'Flat', 'floor-energy-eff': 'Very Poor', 'floor-env-eff': 'Very Poor', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': nan, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': None, 'n_samples': 1}, {'local-authority': 'E09000013', 'property-type': 'Flat', 'floor-energy-eff': 'Very Poor', 'floor-env-eff': 'Very Poor', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': 1.78, 'n_samples': 1}, @@ -1807,7 +1807,7 @@ uvalue_estimates_floors = [ 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 0.26, 'n_samples': 9}, {'local-authority': 'E09000014', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': nan, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': None, 'n_samples': 1}, {'local-authority': 'E09000014', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 0.25, 'n_samples': 5}, @@ -1819,7 +1819,7 @@ uvalue_estimates_floors = [ 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.29, 'n_samples': 1}, {'local-authority': 'E09000014', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': nan, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': None, 'n_samples': 1}, {'local-authority': 'E09000014', 'property-type': 'Flat', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.26, 'n_samples': 1}, @@ -1882,7 +1882,7 @@ uvalue_estimates_floors = [ 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.56, 'n_samples': 1}, {'local-authority': 'E09000014', 'property-type': 'Flat', 'floor-energy-eff': 'Poor', 'floor-env-eff': 'Poor', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': nan, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': None, 'n_samples': 1}, {'local-authority': 'E09000014', 'property-type': 'Flat', 'floor-energy-eff': 'Poor', 'floor-env-eff': 'Poor', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 0.46, 'n_samples': 1}, @@ -2114,7 +2114,7 @@ uvalue_estimates_floors = [ 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.25, 'n_samples': 2}, {'local-authority': 'E09000014', 'property-type': 'House', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000014', 'property-type': 'House', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.23, 'n_samples': 2}, @@ -2186,7 +2186,7 @@ uvalue_estimates_floors = [ 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': 0.11, 'n_samples': 2}, {'local-authority': 'E09000014', 'property-type': 'House', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000014', 'property-type': 'House', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.14, 'n_samples': 10}, @@ -2277,7 +2277,7 @@ uvalue_estimates_floors = [ 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': 0.29, 'n_samples': 4}, {'local-authority': 'E09000014', 'property-type': 'Maisonette', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000014', 'property-type': 'Maisonette', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.29, 'n_samples': 2}, @@ -2963,11 +2963,11 @@ uvalue_estimates_floors = [ 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.18, 'n_samples': 4}, {'local-authority': 'E09000028', 'property-type': 'House', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': nan, + 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000028', 'property-type': 'House', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 6', - 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000028', 'property-type': 'House', 'floor-energy-eff': 'Very Good', 'floor-env-eff': 'Very Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.12, @@ -3015,7 +3015,7 @@ uvalue_estimates_floors = [ 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.22, 'n_samples': 8}, {'local-authority': 'E09000028', 'property-type': 'Maisonette', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000028', 'property-type': 'Maisonette', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 0.24, 'n_samples': 2}, @@ -3633,10 +3633,10 @@ uvalue_estimates_floors = [ 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.22, 'n_samples': 4}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'floor-energy-eff': 'Good', 'floor-env-eff': 'Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.25, 'n_samples': 2}, diff --git a/backend/app/plan/uvalue_estimates_walls.py b/backend/app/plan/uvalue_estimates_walls.py index aa5f9781..edf114ce 100644 --- a/backend/app/plan/uvalue_estimates_walls.py +++ b/backend/app/plan/uvalue_estimates_walls.py @@ -91,16 +91,16 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 1.0, 'n_samples': 29}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', 'walls-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', 'walls-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.93, 'n_samples': 24}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', 'walls-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', 'walls-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Average', 'walls-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.97, 'n_samples': 3}, @@ -208,13 +208,13 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.39, 'n_samples': 8}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': nan, 'n_samples': 3}, + 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': None, 'n_samples': 3}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': 0.32, 'n_samples': 7}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': nan, 'n_samples': 4}, + 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': None, 'n_samples': 4}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.33, 'n_samples': 7}, @@ -334,7 +334,7 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 1.35, 'n_samples': 14}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Poor', 'walls-env-eff': 'Poor', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': nan, 'n_samples': 8}, + 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': None, 'n_samples': 8}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Poor', 'walls-env-eff': 'Poor', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 1.13, 'n_samples': 1}, @@ -352,7 +352,7 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 1.45, 'n_samples': 25}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Poor', 'walls-env-eff': 'Poor', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Poor', 'walls-env-eff': 'Poor', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 1.51, 'n_samples': 14}, @@ -622,7 +622,7 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 1.87, 'n_samples': 145}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Very Poor', 'walls-env-eff': 'Very Poor', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Flat', 'walls-energy-eff': 'Very Poor', 'walls-env-eff': 'Very Poor', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 1.92, @@ -894,13 +894,13 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.44, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Maisonette', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000012', 'property-type': 'Maisonette', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.5, 'n_samples': 26}, {'local-authority': 'E09000012', 'property-type': 'Maisonette', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': nan, 'n_samples': 4}, + 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': None, 'n_samples': 4}, {'local-authority': 'E09000012', 'property-type': 'Maisonette', 'walls-energy-eff': 'Poor', 'walls-env-eff': 'Poor', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 1.01, 'n_samples': 2}, @@ -1122,7 +1122,7 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.98, 'n_samples': 28}, {'local-authority': 'E09000013', 'property-type': 'Flat', 'walls-energy-eff': 'Average', 'walls-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': nan, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': None, 'n_samples': 1}, {'local-authority': 'E09000013', 'property-type': 'Flat', 'walls-energy-eff': 'Average', 'walls-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.675, 'n_samples': 2}, @@ -1221,7 +1221,7 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.36, 'n_samples': 3}, {'local-authority': 'E09000013', 'property-type': 'Flat', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': nan, 'n_samples': 6}, + 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': None, 'n_samples': 6}, {'local-authority': 'E09000013', 'property-type': 'Flat', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.35, 'n_samples': 3}, @@ -1281,10 +1281,10 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 1.03, 'n_samples': 3}, {'local-authority': 'E09000013', 'property-type': 'Flat', 'walls-energy-eff': 'Poor', 'walls-env-eff': 'Poor', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000013', 'property-type': 'Flat', 'walls-energy-eff': 'Poor', 'walls-env-eff': 'Poor', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': nan, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': None, 'n_samples': 1}, {'local-authority': 'E09000013', 'property-type': 'Flat', 'walls-energy-eff': 'Poor', 'walls-env-eff': 'Poor', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': 1.46, 'n_samples': 1}, @@ -1634,7 +1634,7 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 2.1, 'n_samples': 2}, {'local-authority': 'E09000013', 'property-type': 'House', 'walls-energy-eff': 'Very Poor', 'walls-env-eff': 'Very Poor', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000013', 'property-type': 'House', 'walls-energy-eff': 'Very Poor', 'walls-env-eff': 'Very Poor', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 1.75, 'n_samples': 2}, @@ -1643,7 +1643,7 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 1.86, 'n_samples': 2}, {'local-authority': 'E09000013', 'property-type': 'Maisonette', 'walls-energy-eff': 'Average', 'walls-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000013', 'property-type': 'Maisonette', 'walls-energy-eff': 'Average', 'walls-env-eff': 'Average', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.83, 'n_samples': 2}, @@ -1682,10 +1682,10 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.57, 'n_samples': 2}, {'local-authority': 'E09000013', 'property-type': 'Maisonette', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000013', 'property-type': 'Maisonette', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000013', 'property-type': 'Maisonette', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.3, 'n_samples': 4}, @@ -1694,7 +1694,7 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 1.41, 'n_samples': 2}, {'local-authority': 'E09000013', 'property-type': 'Maisonette', 'walls-energy-eff': 'Poor', 'walls-env-eff': 'Poor', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000013', 'property-type': 'Maisonette', 'walls-energy-eff': 'Poor', 'walls-env-eff': 'Poor', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 1.05, 'n_samples': 2}, @@ -1859,7 +1859,7 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.64, 'n_samples': 3}, {'local-authority': 'E09000014', 'property-type': 'Flat', 'walls-energy-eff': 'Average', 'walls-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': nan, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': None, 'n_samples': 1}, {'local-authority': 'E09000014', 'property-type': 'Flat', 'walls-energy-eff': 'Average', 'walls-env-eff': 'Average', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.83, 'n_samples': 14}, @@ -1964,7 +1964,7 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': 0.32, 'n_samples': 3}, {'local-authority': 'E09000014', 'property-type': 'Flat', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': nan, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': None, 'n_samples': 1}, {'local-authority': 'E09000014', 'property-type': 'Flat', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.305, 'n_samples': 4}, @@ -1979,10 +1979,10 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': 0.32, 'n_samples': 3}, {'local-authority': 'E09000014', 'property-type': 'Flat', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': nan, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': None, 'n_samples': 1}, {'local-authority': 'E09000014', 'property-type': 'Flat', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000014', 'property-type': 'Flat', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 0.44, 'n_samples': 6}, @@ -2036,7 +2036,7 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 1.41, 'n_samples': 2}, {'local-authority': 'E09000014', 'property-type': 'Flat', 'walls-energy-eff': 'Poor', 'walls-env-eff': 'Poor', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000014', 'property-type': 'Flat', 'walls-energy-eff': 'Poor', 'walls-env-eff': 'Poor', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 1.37, 'n_samples': 1}, @@ -2299,7 +2299,7 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.435, 'n_samples': 4}, {'local-authority': 'E09000014', 'property-type': 'House', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000014', 'property-type': 'House', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.27, 'n_samples': 2}, @@ -2466,7 +2466,7 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 1.41, 'n_samples': 2}, {'local-authority': 'E09000014', 'property-type': 'Maisonette', 'walls-energy-eff': 'Poor', 'walls-env-eff': 'Poor', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000014', 'property-type': 'Maisonette', 'walls-energy-eff': 'Very Good', 'walls-env-eff': 'Very Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.26, 'n_samples': 2}, @@ -2533,7 +2533,7 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.22, 'n_samples': 2}, {'local-authority': 'E09000014', 'property-type': 'Maisonette', 'walls-energy-eff': 'Very Good', 'walls-env-eff': 'Very Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000014', 'property-type': 'Maisonette', 'walls-energy-eff': 'Very Good', 'walls-env-eff': 'Very Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 0.275, 'n_samples': 4}, @@ -3234,10 +3234,10 @@ uvalue_estimates_walls = [ 'n_samples': 2}, {'local-authority': 'E09000028', 'property-type': 'House', 'walls-energy-eff': 'Very Good', 'walls-env-eff': 'Very Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 6', - 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000028', 'property-type': 'House', 'walls-energy-eff': 'Very Good', 'walls-env-eff': 'Very Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', - 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': nan, + 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 8', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000028', 'property-type': 'House', 'walls-energy-eff': 'Very Good', 'walls-env-eff': 'Very Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 9', @@ -3267,7 +3267,7 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 9', 'median_thermal_transmittance': 0.35, 'n_samples': 4}, {'local-authority': 'E09000028', 'property-type': 'Maisonette', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': nan, 'n_samples': 4}, + 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': None, 'n_samples': 4}, {'local-authority': 'E09000028', 'property-type': 'Maisonette', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'Semi-Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': 0.45, 'n_samples': 2}, @@ -3572,7 +3572,7 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 1.08, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Flat', 'walls-energy-eff': 'Poor', 'walls-env-eff': 'Poor', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': nan, 'n_samples': 4}, + 'total-floor-area_group': 'Decile 4', 'median_thermal_transmittance': None, 'n_samples': 4}, {'local-authority': 'E09000030', 'property-type': 'Flat', 'walls-energy-eff': 'Very Good', 'walls-env-eff': 'Very Good', 'built-form': 'Detached', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 0.19, 'n_samples': 403}, @@ -3735,7 +3735,7 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.2, 'n_samples': 33}, {'local-authority': 'E09000030', 'property-type': 'Flat', 'walls-energy-eff': 'Very Good', 'walls-env-eff': 'Very Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': nan, 'n_samples': 1}, + 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': None, 'n_samples': 1}, {'local-authority': 'E09000030', 'property-type': 'Flat', 'walls-energy-eff': 'Very Good', 'walls-env-eff': 'Very Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 2', 'median_thermal_transmittance': 0.14, 'n_samples': 20}, @@ -3919,10 +3919,10 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 1', 'median_thermal_transmittance': 0.38, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 5', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'walls-energy-eff': 'Poor', 'walls-env-eff': 'Poor', 'built-form': 'Mid-Terrace', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 6', 'median_thermal_transmittance': 1.14, 'n_samples': 2}, @@ -3973,7 +3973,7 @@ uvalue_estimates_walls = [ 'total-floor-area_group': 'Decile 10', 'median_thermal_transmittance': 0.195, 'n_samples': 4}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'walls-energy-eff': 'Very Good', 'walls-env-eff': 'Very Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', - 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': nan, 'n_samples': 2}, + 'total-floor-area_group': 'Decile 3', 'median_thermal_transmittance': None, 'n_samples': 2}, {'local-authority': 'E09000030', 'property-type': 'Maisonette', 'walls-energy-eff': 'Very Good', 'walls-env-eff': 'Very Good', 'built-form': 'NO DATA!', 'number-habitable-rooms': '', 'number-heated-rooms': '', 'total-floor-area_group': 'Decile 7', 'median_thermal_transmittance': 0.26, 'n_samples': 2}, diff --git a/recommendations/FloorRecommendations.py b/recommendations/FloorRecommendations.py index 6641bd28..afdea35f 100644 --- a/recommendations/FloorRecommendations.py +++ b/recommendations/FloorRecommendations.py @@ -1,10 +1,11 @@ import math +from typing import List from model_data.BaseUtility import BaseUtility from model_data.Property import Property from model_data.rdsap_tables import default_wall_thickness, age_band_data from recommendations.recommendation_utils import ( r_value_per_mm_to_u_value, calculate_u_value_uplift, is_diminishing_returns, update_lowest_selected_u_value, - get_recommended_part + get_recommended_part, get_uvalue_estimate ) suspended_floor_insulation_parts = [ @@ -91,11 +92,13 @@ class FloorRecommendations(BaseUtility): "4th": 4, # We set "00": 0, + "3rd": 3 } - def __init__(self, property_instance: Property, uvalue_estimates): + def __init__(self, property_instance: Property, uvalue_estimates: List, total_floor_area_group_decile: str): self.property = property_instance self.uvalue_estimates = uvalue_estimates + self.total_floor_area_group_decile = total_floor_area_group_decile # For audit purposes, when estimating u values we'll store it self.estimated_u_value = None @@ -242,7 +245,11 @@ class FloorRecommendations(BaseUtility): age_band=age_band, ) else: - u_value = self._get_floors_uvalue_estimate() + u_value = get_uvalue_estimate( + uvalue_estimates=self.uvalue_estimates, + property=self.property, + total_floor_area_group_decile=self.total_floor_area_group_decile + ) self.estimated_u_value = u_value @@ -254,54 +261,6 @@ class FloorRecommendations(BaseUtility): # Given the U-value, we recommend solid floor insulation options which are usually solid foam self.recommend_floor_insulation(u_value=u_value, parts=solid_floor_insulation_parts) - def _get_floors_uvalue_estimate(self, total_floor_area_group_decile): - blah - """ - Wrapper function which contains the methodology to extract a property's walls u-value estimate - when we don't have a true value and if we can't base our assumption off of the material - :return: - """ - - # total_floor_area_group_decile = UvalueEstimations.classify_decile_newvalues( - # decile_boundaries=self.uvalue_estimates.floors_decile_data["decile_boundaries"], - # decile_labels=self.uvalue_estimates.floors_decile_data["decile_labels"], - # new_values=[float(self.property.data["total-floor-area"])], - # )[0] - - u_value_estimate = self.uvalue_estimates.floors[ - (self.uvalue_estimates.floors["local-authority"] == self.property.data["local-authority"]) & - (self.uvalue_estimates.floors["property-type"] == self.property.data["property-type"]) & - (self.uvalue_estimates.floors["built-form"] == self.property.data["built-form"]) & - (self.uvalue_estimates.floors["floor-energy-eff"] == self.property.data["floor-energy-eff"]) & - (self.uvalue_estimates.floors["floor-env-eff"] == self.property.data["floor-env-eff"]) & - (self.uvalue_estimates.floors["total-floor-area_group"] == total_floor_area_group_decile) - ] - - if u_value_estimate.empty: - raise ValueError("No U-value estimate found for the given property") - - # Because of how spuriously populated the data is for number-habitable-rooms and number-heated-rooms, - # we will try and filter on these to see if we get a result - - habitable_rooms_filter = ( - self.uvalue_estimates.walls["number-habitable-rooms"] == self.property.data["number-habitable-rooms"] - ) - - if any(habitable_rooms_filter): - u_value_estimate = u_value_estimate[habitable_rooms_filter] - - heated_rooms_filter = ( - self.uvalue_estimates.walls["number-heated-rooms"] == self.property.data["number-heated-rooms"] - ) - - if any(heated_rooms_filter): - u_value_estimate = u_value_estimate[heated_rooms_filter] - - # It's possible for us to have multiple rows if we didn't do a habitable/heated rooms filter so we - # average - - return u_value_estimate["median_thermal_transmittance"].mean() - def recommend_floor_insulation(self, u_value, parts): """ This method is tasked with estimating the impact of performing suspended floor insulation diff --git a/recommendations/WallRecommendations.py b/recommendations/WallRecommendations.py index 2e14aef5..261c26a0 100644 --- a/recommendations/WallRecommendations.py +++ b/recommendations/WallRecommendations.py @@ -5,7 +5,7 @@ from model_data.Property import Property from model_data.BaseUtility import BaseUtility from recommendations.recommendation_utils import ( r_value_per_mm_to_u_value, calculate_u_value_uplift, is_diminishing_returns, update_lowest_selected_u_value, - get_recommended_part + get_recommended_part, get_uvalue_estimate ) external_wall_insulation_parts = [ @@ -284,7 +284,10 @@ class WallRecommendations(BaseUtility): # This is an estimated figure based on industry standards u_value = self.DEFAULT_U_VALUES["solid_brick"] else: - u_value = self._get_walls_uvalue_estimate() + u_value = get_uvalue_estimate( + uvalue_estimates=self.uvalue_estimates, property=self.property, + total_floor_area_group_decile=self.total_floor_area_group_decile + ) self.estimated_u_value = u_value if u_value >= self.BUILDING_REGULATIONS_PART_L_MAX_U_VALUE: diff --git a/recommendations/recommendation_utils.py b/recommendations/recommendation_utils.py index bb6ed9b9..9d09a13a 100644 --- a/recommendations/recommendation_utils.py +++ b/recommendations/recommendation_utils.py @@ -114,7 +114,7 @@ def get_recommended_part(part, selected_depth): return recommended_part -def get_uvalue_estimate(uvalue_estimates, property: Property): +def get_uvalue_estimate(uvalue_estimates, property: Property, total_floor_area_group_decile): """ Wrapper function which contains the methodology to extract a property's walls u-value estimate when we don't have a true value and if we can't base our assumption off of the material @@ -127,7 +127,7 @@ def get_uvalue_estimate(uvalue_estimates, property: Property): # We try and filter on total_floor_area_group_decile floor_area_filter = [ x for x in uvalue_estimates if - x["total-floor-area_group"] == property.data["total_floor_area_group_decile"] + x["total-floor-area_group"] == total_floor_area_group_decile ] if not floor_area_filter: From e3d94b9307e60671b1222eb4513f7e61ce7df2c1 Mon Sep 17 00:00:00 2001 From: Khalim Conn-Kowlessar Date: Fri, 21 Jul 2023 15:46:13 +0100 Subject: [PATCH 14/15] fixed recommendation tests --- recommendations/WallRecommendations.py | 3 +- .../tests/test_data/input_properties.pkl | Bin .../tests/test_data/uvalue_estimates.pkl | Bin .../tests/test_floor_recommendations.py | 41 +++++++++++++--- .../tests/test_recommendation_utils.py | 6 +-- .../tests/test_wall_recommendations.py | 46 +++++++++--------- 6 files changed, 62 insertions(+), 34 deletions(-) rename {model_data => recommendations}/tests/test_data/input_properties.pkl (100%) rename {model_data => recommendations}/tests/test_data/uvalue_estimates.pkl (100%) diff --git a/recommendations/WallRecommendations.py b/recommendations/WallRecommendations.py index 261c26a0..f729fc82 100644 --- a/recommendations/WallRecommendations.py +++ b/recommendations/WallRecommendations.py @@ -285,7 +285,8 @@ class WallRecommendations(BaseUtility): u_value = self.DEFAULT_U_VALUES["solid_brick"] else: u_value = get_uvalue_estimate( - uvalue_estimates=self.uvalue_estimates, property=self.property, + uvalue_estimates=self.uvalue_estimates, + property=self.property, total_floor_area_group_decile=self.total_floor_area_group_decile ) self.estimated_u_value = u_value diff --git a/model_data/tests/test_data/input_properties.pkl b/recommendations/tests/test_data/input_properties.pkl similarity index 100% rename from model_data/tests/test_data/input_properties.pkl rename to recommendations/tests/test_data/input_properties.pkl diff --git a/model_data/tests/test_data/uvalue_estimates.pkl b/recommendations/tests/test_data/uvalue_estimates.pkl similarity index 100% rename from model_data/tests/test_data/uvalue_estimates.pkl rename to recommendations/tests/test_data/uvalue_estimates.pkl diff --git a/recommendations/tests/test_floor_recommendations.py b/recommendations/tests/test_floor_recommendations.py index 67445367..8e265acc 100644 --- a/recommendations/tests/test_floor_recommendations.py +++ b/recommendations/tests/test_floor_recommendations.py @@ -30,17 +30,26 @@ class TestWallRecommendations: uvalue_estimates_mock = Mock() - mock_wall_rec_instance = FloorRecommendations(property_mock, uvalue_estimates_mock) + mock_wall_rec_instance = FloorRecommendations(property_mock, uvalue_estimates_mock, "Decile 1") return mock_wall_rec_instance def test_init(self, input_properties, uvalue_estimates): - obj = FloorRecommendations(property_instance=input_properties[0], uvalue_estimates=uvalue_estimates) + obj = FloorRecommendations( + property_instance=input_properties[0], + uvalue_estimates=uvalue_estimates, + total_floor_area_group_decile="Decile 1" + ) assert obj assert obj.property assert obj.uvalue_estimates + assert obj.total_floor_area_group_decile == "Decile 1" def test_other_premises_below(self, input_properties, uvalue_estimates): - recommender = FloorRecommendations(property_instance=input_properties[0], uvalue_estimates=uvalue_estimates) + recommender = FloorRecommendations( + property_instance=input_properties[0], + uvalue_estimates=uvalue_estimates, + total_floor_area_group_decile="Decile 1" + ) recommender.recommend() assert recommender.property.floor["another_property_below"] @@ -51,7 +60,11 @@ class TestWallRecommendations: For a suspended floor without insulation, we use the rdsap methogology to estimate a U-value for the floor :return: """ - recommender = FloorRecommendations(property_instance=input_properties[2], uvalue_estimates=uvalue_estimates) + recommender = FloorRecommendations( + property_instance=input_properties[2], + uvalue_estimates=uvalue_estimates, + total_floor_area_group_decile="Decile 1" + ) assert recommender.estimated_u_value is None recommender.recommend() assert recommender.property.floor["is_suspended"] @@ -68,7 +81,11 @@ class TestWallRecommendations: does not need floor insulation :return: """ - recommender = FloorRecommendations(property_instance=input_properties[3], uvalue_estimates=uvalue_estimates) + recommender = FloorRecommendations( + property_instance=input_properties[3], + uvalue_estimates=uvalue_estimates, + total_floor_area_group_decile="Decile 1" + ) assert recommender.estimated_u_value is None recommender.recommend() assert not recommender.property.floor["is_suspended"] @@ -80,7 +97,11 @@ class TestWallRecommendations: """ :return: """ - recommender = FloorRecommendations(property_instance=input_properties[4], uvalue_estimates=uvalue_estimates) + recommender = FloorRecommendations( + property_instance=input_properties[4], + uvalue_estimates=uvalue_estimates, + total_floor_area_group_decile="Decile 1" + ) assert recommender.estimated_u_value is None recommender.recommend() assert not recommender.property.floor["is_suspended"] @@ -96,8 +117,12 @@ class TestWallRecommendations: """ This is another description we see when there is a property below """ - input_properties[6].floor - recommender = FloorRecommendations(property_instance=input_properties[6], uvalue_estimates=uvalue_estimates) + + recommender = FloorRecommendations( + property_instance=input_properties[6], + uvalue_estimates=uvalue_estimates, + total_floor_area_group_decile="Decile 1" + ) assert recommender.estimated_u_value is None recommender.recommend() assert not recommender.property.floor["is_suspended"] diff --git a/recommendations/tests/test_recommendation_utils.py b/recommendations/tests/test_recommendation_utils.py index 6e07f1db..92212208 100644 --- a/recommendations/tests/test_recommendation_utils.py +++ b/recommendations/tests/test_recommendation_utils.py @@ -56,10 +56,10 @@ class TestRecommendationUtils: } ] - assert recommendation_utils.get_uvalue_estimate(uvalue_estimates, property_mock) == 1.5 + assert recommendation_utils.get_uvalue_estimate(uvalue_estimates, property_mock, "Decile 1") == 1.5 with pytest.raises(ValueError): - recommendation_utils.get_uvalue_estimate([], property_mock) + recommendation_utils.get_uvalue_estimate([], property_mock, "Decile 1") # Test with missing 'median_thermal_transmittance' key uvalue_estimates_missing_key = [ @@ -71,4 +71,4 @@ class TestRecommendationUtils: ] with pytest.raises(KeyError): - recommendation_utils.get_uvalue_estimate(uvalue_estimates_missing_key, property_mock) + recommendation_utils.get_uvalue_estimate(uvalue_estimates_missing_key, property_mock, "Decile 1") diff --git a/recommendations/tests/test_wall_recommendations.py b/recommendations/tests/test_wall_recommendations.py index 7ba92d49..2aa751cb 100644 --- a/recommendations/tests/test_wall_recommendations.py +++ b/recommendations/tests/test_wall_recommendations.py @@ -36,14 +36,19 @@ class TestWallRecommendations: uvalue_estimates_mock = Mock() - mock_wall_rec_instance = WallRecommendations(property_mock, uvalue_estimates_mock) + mock_wall_rec_instance = WallRecommendations(property_mock, uvalue_estimates_mock, "Decile 1") return mock_wall_rec_instance def test_init(self, input_properties, uvalue_estimates): - obj = WallRecommendations(property_instance=input_properties[0], uvalue_estimates=uvalue_estimates) + obj = WallRecommendations( + property_instance=input_properties[0], + uvalue_estimates=uvalue_estimates, + total_floor_area_group_decile="Decile 1" + ) assert obj assert obj.property assert obj.uvalue_estimates + assert obj.total_floor_area_group_decile == "Decile 1" def test_uvalue_0_16(self, input_properties, uvalue_estimates): """ @@ -55,7 +60,11 @@ class TestWallRecommendations: already has really good insulation, we do NOT recommend any measures for this property """ input_properties[0].year_built = 2014 - recommender = WallRecommendations(property_instance=input_properties[0], uvalue_estimates=uvalue_estimates) + recommender = WallRecommendations( + property_instance=input_properties[0], + uvalue_estimates=uvalue_estimates, + total_floor_area_group_decile="Decile 1" + ) assert recommender.property.walls["original_description"] == "Average thermal transmittance 0.16 W/m-¦K" recommender.recommend() # This should be empty @@ -71,7 +80,11 @@ class TestWallRecommendations: This property is not in a conservation area, however it's a flat so we don't recommend external wall insulation """ input_properties[1].year_built = 1930 - recommender = WallRecommendations(property_instance=input_properties[1], uvalue_estimates=uvalue_estimates) + recommender = WallRecommendations( + property_instance=input_properties[1], + uvalue_estimates=uvalue_estimates, + total_floor_area_group_decile="Decile 1" + ) assert recommender.property.walls["original_description"] == "Solid brick, as built, no insulation (assumed)" assert not recommender.ewi_valid assert recommender.property.in_conservation_area == "not_in_conservation_area" @@ -106,7 +119,11 @@ class TestWallRecommendations: """ input_properties[6].year_built = 1991 - recommender = WallRecommendations(property_instance=input_properties[6], uvalue_estimates=uvalue_estimates) + recommender = WallRecommendations( + property_instance=input_properties[6], + uvalue_estimates=uvalue_estimates.walls.to_dict("records"), + total_floor_area_group_decile="Decile 1" + ) assert recommender.property.walls["original_description"] == "Solid brick, as built, insulated (assumed)" assert not recommender.ewi_valid @@ -118,7 +135,7 @@ class TestWallRecommendations: # We should result in some recommendations, all of which should be internal wall insulation assert recommender.recommendations - assert recommender.estimated_u_value == 0.45 + assert recommender.estimated_u_value == 0.4115686274509804 rec_types = {part["type"] for rec in recommender.recommendations for part in rec["parts"]} assert rec_types == {"internal_wall_insulation"} @@ -221,7 +238,7 @@ class TestWallRecommendationsBase: @pytest.fixture def wall_recommendations_instance(self, property_mock, uvalue_estimations_mock): - wall_recommendations_instance = WallRecommendations(property_mock, uvalue_estimations_mock) + wall_recommendations_instance = WallRecommendations(property_mock, uvalue_estimations_mock, "Decile 1") wall_recommendations_instance.uvalue_estimates.walls_decile_data = { "decile_labels": MagicMock(), "decile_boundaries": MagicMock() @@ -241,21 +258,6 @@ class TestWallRecommendationsBase: wall_recommendations_instance.property.data = {"property-type": "house"} assert wall_recommendations_instance.ewi_valid is True - def test_get_walls_uvalue_estimate(self, wall_recommendations_instance, uvalue_estimations_mock): - wall_recommendations_instance.uvalue_estimates = uvalue_estimations_mock - wall_recommendations_instance.property.data = { - "local-authority": "E09000012", - "property-type": "Bungalow", - "built-form": "End-Terrace", - "walls-energy-eff": "Very Good", - "walls-env-eff": "Very Good", - "total-floor-area": 10, - "number-habitable-rooms": "", - "number-heated-rooms": "" - } - - assert wall_recommendations_instance._get_walls_uvalue_estimate() == 0.15 - def test_recommend_without_u_value(self, wall_recommendations_instance): wall_recommendations_instance.property.walls = { "thermal_transmittance": None, From 9845879e9c5d3bb92c05406ea8680a026527b942 Mon Sep 17 00:00:00 2001 From: Khalim Conn-Kowlessar Date: Fri, 21 Jul 2023 15:52:11 +0100 Subject: [PATCH 15/15] sorting out coverage reporting --- model_data/.coveragerc => .coveragerc | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) rename model_data/.coveragerc => .coveragerc (57%) diff --git a/model_data/.coveragerc b/.coveragerc similarity index 57% rename from model_data/.coveragerc rename to .coveragerc index e23d7280..a43154d2 100644 --- a/model_data/.coveragerc +++ b/.coveragerc @@ -1,8 +1,10 @@ [run] omit = - model_data/tests/* + *__init__* + */tests/* model_data/temp_inputs.py model_data/config.py model_data/__init__.py model_data/app.py - model_data/plotting/* \ No newline at end of file + model_data/plotting/* + model_data/rdsap_tables.py \ No newline at end of file