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added new windows simulation test
This commit is contained in:
Khalim Conn-Kowlessar
parent
1ab9aaadf4
commit
4118ad49f2
1 changed files with 354 additions and 0 deletions
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@ -2,6 +2,8 @@ from recommendations.WindowsRecommendations import WindowsRecommendations
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from backend.Property import Property
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from recommendations.tests.test_data.materials import materials
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from etl.epc.Record import EPCRecord
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import msgpack
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from utils.s3 import read_dataframe_from_s3_parquet, read_from_s3
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class TestWindowRecommendations:
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@ -310,3 +312,355 @@ class TestWindowRecommendations:
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recommender8.recommend()
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assert not recommender8.recommendation
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def test_simulating_outcome_single_glazed(self):
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# Could move these to fixtures
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cleaning_data = read_dataframe_from_s3_parquet(
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bucket_name="retrofit-data-dev", file_key="sap_change_model/cleaning_dataset.parquet",
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)
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cleaned = read_from_s3(s3_file_name="cleaned_epc_data/cleaned.bson", bucket_name="retrofit-data-dev")
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cleaned = msgpack.unpackb(cleaned, raw=False)
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epc = {
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'lmk-key': 'f4cf43c90ab3140112a9d1c8cfb21ec1bf73f5a2ca3c75118f289d3447dddf15', 'address1': '3 The Green',
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'address2': 'Old Dalby', 'address3': None, 'postcode': 'LE14 3LL',
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'building-reference-number': 10006291833, 'current-energy-rating': 'E', 'potential-energy-rating': 'B',
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'current-energy-efficiency': 47, 'potential-energy-efficiency': 82, 'property-type': 'House',
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'built-form': 'Semi-Detached', 'inspection-date': '2024-07-19', 'local-authority': 'E07000133',
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'constituency': 'E14000909', 'county': 'Leicestershire', 'lodgement-date': '2024-07-21',
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'transaction-type': 'rental', 'environment-impact-current': 41, 'environment-impact-potential': 79,
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'energy-consumption-current': 478, 'energy-consumption-potential': 155.0, 'co2-emissions-current': 5.1,
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'co2-emiss-curr-per-floor-area': 85, 'co2-emissions-potential': 1.7, 'lighting-cost-current': 91.0,
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'lighting-cost-potential': 91.0, 'heating-cost-current': 1677.0, 'heating-cost-potential': 874.0,
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'hot-water-cost-current': 161.0, 'hot-water-cost-potential': 109.0, 'total-floor-area': 61.0,
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'energy-tariff': 'dual', 'mains-gas-flag': 'Y', 'floor-level': None, 'flat-top-storey': None,
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'flat-storey-count': None, 'main-heating-controls': None, 'multi-glaze-proportion': 0.0,
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'glazed-type': 'not defined', 'glazed-area': 'Normal', 'extension-count': 3.0,
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'number-habitable-rooms': 4.0, 'number-heated-rooms': 4.0, 'low-energy-lighting': 100.0,
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'number-open-fireplaces': 0.0, 'hotwater-description': 'From main system',
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'hot-water-energy-eff': 'Good', 'hot-water-env-eff': 'Good',
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'floor-description': 'Solid, no insulation (assumed)', 'floor-energy-eff': None, 'floor-env-eff': None,
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'windows-description': 'Single glazed', 'windows-energy-eff': 'Very Poor',
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'windows-env-eff': 'Very Poor', 'walls-description': 'Solid brick, as built, no insulation (assumed)',
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'walls-energy-eff': 'Very Poor', 'walls-env-eff': 'Very Poor', 'secondheat-description': 'None',
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'sheating-energy-eff': None, 'sheating-env-eff': None,
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'roof-description': 'Pitched, no insulation (assumed)', 'roof-energy-eff': 'Very Poor',
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'roof-env-eff': 'Very Poor', 'mainheat-description': 'Boiler and radiators, mains gas',
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'mainheat-energy-eff': 'Good', 'mainheat-env-eff': 'Good',
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'mainheatcont-description': 'Programmer and room thermostat', 'mainheatc-energy-eff': 'Average',
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'mainheatc-env-eff': 'Average', 'lighting-description': 'Low energy lighting in all fixed outlets',
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'lighting-energy-eff': 'Very Good', 'lighting-env-eff': 'Very Good',
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'main-fuel': 'mains gas (not community)', 'wind-turbine-count': 0.0, 'heat-loss-corridor': None,
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'unheated-corridor-length': None, 'floor-height': 2.37, 'photo-supply': 0.0,
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'solar-water-heating-flag': 'N', 'mechanical-ventilation': 'natural',
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'address': '3 The Green, Old Dalby', 'local-authority-label': 'Melton',
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'constituency-label': 'Rutland and Melton', 'posttown': 'MELTON MOWBRAY',
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'construction-age-band': 'England and Wales: before 1900', 'lodgement-datetime': '2024-07-21 19:29:04',
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'tenure': 'Rented (private)', 'fixed-lighting-outlets-count': 7.0, 'low-energy-fixed-light-count': None,
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'uprn': 200001041444.0, 'uprn-source': 'Energy Assessor'
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}
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epc_records = {
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"original_epc": epc,
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"full_sap_epc": {},
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"old_data": []
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}
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epc_record = EPCRecord(
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epc_records=epc_records,
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run_mode="newdata",
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cleaning_data=cleaning_data
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)
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property_9 = Property(
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id=1,
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postcode='1',
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address='1',
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epc_record=epc_record
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)
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property_9.windows = {
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'original_description': 'Single glazed', 'has_glazing': False, 'glazing_coverage': None,
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'glazing_type': 'single',
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'no_data': False
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}
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property_9.number_of_windows = 7
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property_9.restricted_measures = False
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property_9.is_heritage = False
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recommender9 = WindowsRecommendations(property_instance=property_9, materials=materials)
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assert not recommender9.recommendation
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recommender9.recommend()
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assert recommender9.recommendation == [
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{
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'phase': 0, 'parts': [], 'type': 'windows_glazing',
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'description': 'Install double glazing to all windows', 'starting_u_value': None, 'new_u_value': None,
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'sap_points': None, 'already_installed': False, 'total': 7980.0, 'labour_hours': 0.0,
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'labour_days': 0.0, 'is_secondary_glazing': False,
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'description_simulation': {
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'multi-glaze-proportion': 100, 'windows-energy-eff': 'Average',
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'windows-description': 'Fully double glazed',
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'glazed-type': 'double glazing installed during or after 2002'
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},
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'simulation_config': {
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'has_glazing_ending': True, 'glazing_coverage_ending': 'full',
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'glazing_type_ending': 'double', 'multi_glaze_proportion_ending': 100,
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'windows_energy_eff_ending': 'Average',
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'glazed_type_ending': 'double glazing installed during or after 2002'
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}
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}
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]
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# We now simulate the outcome
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windows_rec = recommender9.recommendation.copy()
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windows_rec[0]["recommendation_id"] = 1
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property_recommendations = [windows_rec]
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property_9.create_base_difference_epc_record(cleaned_lookup=cleaned)
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starting_record = property_9.base_difference_record.df.to_dict("records")[0]
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expected_base_difference_record = {
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'uprn': 200001041444, 'rdsap_change': 0, 'heat_demand_change': 0, 'carbon_change': 0.0,
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'potential_energy_efficiency': 82.0, 'environment_impact_potential': 79.0,
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'energy_consumption_potential': 155.0, 'co2_emissions_potential': 1.7, 'property_type': 'House',
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'built_form': 'Semi-Detached', 'constituency': 'E14000909', 'number_habitable_rooms': 4.0,
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'number_heated_rooms': 4.0, 'construction_age_band': 'England and Wales: before 1900',
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'fixed_lighting_outlets_count': 7.0, 'walls_thermal_transmittance': 1.7,
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'walls_thermal_transmittance_unit': 'Unknown', 'is_cavity_wall': False, 'is_filled_cavity': False,
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'is_solid_brick': True, 'is_system_built': False, 'is_timber_frame': False,
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'is_granite_or_whinstone': False, 'is_as_built': True, 'is_cob': False, 'walls_is_assumed': True,
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'is_sandstone_or_limestone': False, 'is_park_home': False, 'walls_insulation_thickness': 'none',
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'external_insulation': False, 'internal_insulation': False, 'floor_thermal_transmittance': 0.96,
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'is_to_unheated_space': False, 'is_to_external_air': False, 'is_suspended': False, 'is_solid': True,
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'another_property_below': False, 'floor_insulation_thickness': 'none', 'roof_thermal_transmittance': 2.3,
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'is_pitched': True, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, 'is_thatched': False,
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'is_at_rafters': False, 'has_dwelling_above': False, 'roof_insulation_thickness': 'none',
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'heater_type': 'Unknown', 'system_type': 'from main system', 'thermostat_characteristics': 'Unknown',
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'heating_scope': 'Unknown', 'energy_recovery': 'Unknown', 'hotwater_tariff_type': 'Unknown',
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'extra_features': 'Unknown', 'chp_systems': 'Unknown', 'distribution_system': 'Unknown',
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'no_system_present': 'Unknown', 'appliance': 'Unknown', 'has_radiators': True, 'has_fan_coil_units': False,
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'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
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'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
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'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
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'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
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'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
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'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False,
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'has_electric_heat_pump': False, 'has_micro-cogeneration': False, 'has_solar_assisted_heat_pump': False,
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'has_exhaust_source_heat_pump': False, 'has_community_heat_pump': False, 'has_electric': False,
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'has_mains_gas': True, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
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'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
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'has_smokeless_fuel': False, 'has_lpg': False, 'has_b30k': False, 'has_electricaire': False,
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'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
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'thermostatic_control': 'room thermostat', 'charging_system': 'Unknown', 'switch_system': 'programmer',
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'no_control': 'Unknown', 'dhw_control': 'Unknown', 'community_heating': 'Unknown',
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'multiple_room_thermostats': False, 'auxiliary_systems': 'Unknown', 'trvs': 'Unknown',
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'rate_control': 'Unknown', 'glazing_type': 'single', 'fuel_type': 'mains gas',
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'main-fuel_tariff_type': 'Unknown', 'is_community': False,
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'no_individual_heating_or_community_network': False, 'complex_fuel_type': 'Unknown',
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'walls_thermal_transmittance_ending': 1.7, 'walls_thermal_transmittance_unit_ending': 'Unknown',
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'is_filled_cavity_ending': False, 'is_as_built_ending': True, 'walls_is_assumed_ending': True,
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'is_park_home_ending': False, 'walls_insulation_thickness_ending': 'none',
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'external_insulation_ending': False, 'internal_insulation_ending': False,
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'floor_thermal_transmittance_ending': 0.96, 'floor_insulation_thickness_ending': 'none',
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'roof_thermal_transmittance_ending': 2.3, 'is_at_rafters_ending': False,
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'roof_insulation_thickness_ending': 'none', 'heater_type_ending': 'Unknown',
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'system_type_ending': 'from main system', 'thermostat_characteristics_ending': 'Unknown',
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'heating_scope_ending': 'Unknown', 'energy_recovery_ending': 'Unknown',
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'hotwater_tariff_type_ending': 'Unknown', 'extra_features_ending': 'Unknown',
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'chp_systems_ending': 'Unknown', 'distribution_system_ending': 'Unknown',
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'no_system_present_ending': 'Unknown', 'appliance_ending': 'Unknown', 'has_radiators_ending': True,
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'has_fan_coil_units_ending': False, 'has_pipes_in_screed_above_insulation_ending': False,
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'has_pipes_in_insulated_timber_floor_ending': False, 'has_pipes_in_concrete_slab_ending': False,
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'has_boiler_ending': True, 'has_air_source_heat_pump_ending': False, 'has_room_heaters_ending': False,
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'has_electric_storage_heaters_ending': False, 'has_warm_air_ending': False,
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'has_electric_underfloor_heating_ending': False, 'has_electric_ceiling_heating_ending': False,
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'has_community_scheme_ending': False, 'has_ground_source_heat_pump_ending': False,
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'has_no_system_present_ending': False, 'has_portable_electric_heaters_ending': False,
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'has_water_source_heat_pump_ending': False, 'has_electric_heat_pump_ending': False,
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'has_micro-cogeneration_ending': False, 'has_solar_assisted_heat_pump_ending': False,
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'has_exhaust_source_heat_pump_ending': False, 'has_community_heat_pump_ending': False,
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'has_electric_ending': False, 'has_mains_gas_ending': True, 'has_wood_logs_ending': False,
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'has_coal_ending': False, 'has_oil_ending': False, 'has_wood_pellets_ending': False,
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'has_anthracite_ending': False, 'has_dual_fuel_mineral_and_wood_ending': False,
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'has_smokeless_fuel_ending': False, 'has_lpg_ending': False, 'has_b30k_ending': False,
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'has_electricaire_ending': False, 'has_assumed_for_most_rooms_ending': False,
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'has_underfloor_heating_ending': False, 'thermostatic_control_ending': 'room thermostat',
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'charging_system_ending': 'Unknown', 'switch_system_ending': 'programmer', 'no_control_ending': 'Unknown',
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'dhw_control_ending': 'Unknown', 'community_heating_ending': 'Unknown',
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'multiple_room_thermostats_ending': False, 'auxiliary_systems_ending': 'Unknown', 'trvs_ending': 'Unknown',
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'rate_control_ending': 'Unknown', 'glazing_type_ending': 'single', 'fuel_type_ending': 'mains gas',
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'main-fuel_tariff_type_ending': 'Unknown', 'is_community_ending': False,
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'no_individual_heating_or_community_network_ending': False, 'complex_fuel_type_ending': 'Unknown',
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'sap_starting': 47, 'sap_ending': 47, 'heat_demand_starting': 478, 'heat_demand_ending': 478,
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'carbon_starting': 5.1, 'carbon_ending': 5.1, 'lighting_cost_starting': 91.0, 'lighting_cost_ending': 91.0,
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'heating_cost_starting': 1677.0, 'heating_cost_ending': 1677.0, 'hot_water_cost_starting': 161.0,
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'hot_water_cost_ending': 161.0, 'mechanical_ventilation_starting': 'natural',
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'mechanical_ventilation_ending': 'natural', 'secondheat_description_starting': 'None',
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'secondheat_description_ending': 'None', 'glazed_type_starting': 'not defined',
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'glazed_type_ending': 'not defined', 'multi_glaze_proportion_starting': 0.0,
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'multi_glaze_proportion_ending': 0.0, 'low_energy_lighting_starting': 100.0,
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'low_energy_lighting_ending': 100.0, 'number_open_fireplaces_starting': 0.0,
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'number_open_fireplaces_ending': 0.0, 'solar_water_heating_flag_starting': 'N',
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'solar_water_heating_flag_ending': 'N', 'photo_supply_starting': 0.0, 'photo_supply_ending': 0.0,
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'transaction_type_starting': 'rental', 'transaction_type_ending': 'rental',
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'energy_tariff_starting': 'dual', 'energy_tariff_ending': 'dual', 'extension_count_starting': 3.0,
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'extension_count_ending': 3.0, 'total_floor_area_starting': 61.0, 'total_floor_area_ending': 61.0,
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'floor_height_starting': 2.37, 'floor_height_ending': 2.37, 'hot_water_energy_eff_starting': 'Good',
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'hot_water_energy_eff_ending': 'Good', 'floor_energy_eff_starting': 'NO_RATING',
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'floor_energy_eff_ending': 'NO_RATING', 'windows_energy_eff_starting': 'Very Poor',
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'windows_energy_eff_ending': 'Very Poor', 'walls_energy_eff_starting': 'Very Poor',
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'walls_energy_eff_ending': 'Very Poor', 'sheating_energy_eff_starting': 'NO_RATING',
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'sheating_energy_eff_ending': 'NO_RATING', 'roof_energy_eff_starting': 'Very Poor',
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'roof_energy_eff_ending': 'Very Poor', 'mainheat_energy_eff_starting': 'Good',
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'mainheat_energy_eff_ending': 'Good', 'mainheatc_energy_eff_starting': 'Average',
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'mainheatc_energy_eff_ending': 'Average', 'lighting_energy_eff_starting': 'Very Good',
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'lighting_energy_eff_ending': 'Very Good', 'number_habitable_rooms_starting': 4.0,
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'number_habitable_rooms_ending': 4.0, 'number_heated_rooms_starting': 4.0,
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'number_heated_rooms_ending': 4.0, 'days_to_starting': 3642, 'days_to_ending': 3642,
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'estimated_perimeter_starting': 23.430749027719962, 'estimated_perimeter_ending': 23.430749027719962
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}
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assert starting_record == expected_base_difference_record
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# Simulate outcome
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property_9.adjust_difference_record_with_recommendations(
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property_recommendations, windows_rec
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)
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simulated_data = property_9.recommendations_scoring_data.copy()
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assert len(simulated_data) == 1
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expected_simulated_outcome = {
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'uprn': 200001041444, 'rdsap_change': 0, 'heat_demand_change': 0, 'carbon_change': 0.0,
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'potential_energy_efficiency': 82.0, 'environment_impact_potential': 79.0,
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'energy_consumption_potential': 155.0, 'co2_emissions_potential': 1.7, 'property_type': 'House',
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'built_form': 'Semi-Detached', 'constituency': 'E14000909', 'number_habitable_rooms': 4.0,
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'number_heated_rooms': 4.0, 'construction_age_band': 'England and Wales: before 1900',
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'fixed_lighting_outlets_count': 7.0, 'walls_thermal_transmittance': 1.7,
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'walls_thermal_transmittance_unit': 'Unknown', 'is_cavity_wall': False, 'is_filled_cavity': False,
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'is_solid_brick': True, 'is_system_built': False, 'is_timber_frame': False,
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'is_granite_or_whinstone': False, 'is_as_built': True, 'is_cob': False, 'walls_is_assumed': True,
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'is_sandstone_or_limestone': False, 'is_park_home': False, 'walls_insulation_thickness': 'none',
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'external_insulation': False, 'internal_insulation': False, 'floor_thermal_transmittance': 0.96,
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'is_to_unheated_space': False, 'is_to_external_air': False, 'is_suspended': False, 'is_solid': True,
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'another_property_below': False, 'floor_insulation_thickness': 'none', 'roof_thermal_transmittance': 2.3,
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'is_pitched': True, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, 'is_thatched': False,
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'is_at_rafters': False, 'has_dwelling_above': False, 'roof_insulation_thickness': 'none',
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'heater_type': 'Unknown', 'system_type': 'from main system', 'thermostat_characteristics': 'Unknown',
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'heating_scope': 'Unknown', 'energy_recovery': 'Unknown', 'hotwater_tariff_type': 'Unknown',
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'extra_features': 'Unknown', 'chp_systems': 'Unknown', 'distribution_system': 'Unknown',
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'no_system_present': 'Unknown', 'appliance': 'Unknown', 'has_radiators': True, 'has_fan_coil_units': False,
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'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
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'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
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'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
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'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
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'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
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'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False,
|
||||
'has_electric_heat_pump': False, 'has_micro-cogeneration': False, 'has_solar_assisted_heat_pump': False,
|
||||
'has_exhaust_source_heat_pump': False, 'has_community_heat_pump': False, 'has_electric': False,
|
||||
'has_mains_gas': True, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
|
||||
'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
|
||||
'has_smokeless_fuel': False, 'has_lpg': False, 'has_b30k': False, 'has_electricaire': False,
|
||||
'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
|
||||
'thermostatic_control': 'room thermostat', 'charging_system': 'Unknown', 'switch_system': 'programmer',
|
||||
'no_control': 'Unknown', 'dhw_control': 'Unknown', 'community_heating': 'Unknown',
|
||||
'multiple_room_thermostats': False, 'auxiliary_systems': 'Unknown', 'trvs': 'Unknown',
|
||||
'rate_control': 'Unknown', 'glazing_type': 'single', 'fuel_type': 'mains gas',
|
||||
'main-fuel_tariff_type': 'Unknown', 'is_community': False,
|
||||
'no_individual_heating_or_community_network': False, 'complex_fuel_type': 'Unknown',
|
||||
'walls_thermal_transmittance_ending': 1.7, 'walls_thermal_transmittance_unit_ending': 'Unknown',
|
||||
'is_filled_cavity_ending': False, 'is_as_built_ending': True, 'walls_is_assumed_ending': True,
|
||||
'is_park_home_ending': False, 'walls_insulation_thickness_ending': 'none',
|
||||
'external_insulation_ending': False, 'internal_insulation_ending': False,
|
||||
'floor_thermal_transmittance_ending': 0.96, 'floor_insulation_thickness_ending': 'none',
|
||||
'roof_thermal_transmittance_ending': 2.3, 'is_at_rafters_ending': False,
|
||||
'roof_insulation_thickness_ending': 'none', 'heater_type_ending': 'Unknown',
|
||||
'system_type_ending': 'from main system', 'thermostat_characteristics_ending': 'Unknown',
|
||||
'heating_scope_ending': 'Unknown', 'energy_recovery_ending': 'Unknown',
|
||||
'hotwater_tariff_type_ending': 'Unknown', 'extra_features_ending': 'Unknown',
|
||||
'chp_systems_ending': 'Unknown', 'distribution_system_ending': 'Unknown',
|
||||
'no_system_present_ending': 'Unknown', 'appliance_ending': 'Unknown', 'has_radiators_ending': True,
|
||||
'has_fan_coil_units_ending': False, 'has_pipes_in_screed_above_insulation_ending': False,
|
||||
'has_pipes_in_insulated_timber_floor_ending': False, 'has_pipes_in_concrete_slab_ending': False,
|
||||
'has_boiler_ending': True, 'has_air_source_heat_pump_ending': False, 'has_room_heaters_ending': False,
|
||||
'has_electric_storage_heaters_ending': False, 'has_warm_air_ending': False,
|
||||
'has_electric_underfloor_heating_ending': False, 'has_electric_ceiling_heating_ending': False,
|
||||
'has_community_scheme_ending': False, 'has_ground_source_heat_pump_ending': False,
|
||||
'has_no_system_present_ending': False, 'has_portable_electric_heaters_ending': False,
|
||||
'has_water_source_heat_pump_ending': False, 'has_electric_heat_pump_ending': False,
|
||||
'has_micro-cogeneration_ending': False, 'has_solar_assisted_heat_pump_ending': False,
|
||||
'has_exhaust_source_heat_pump_ending': False, 'has_community_heat_pump_ending': False,
|
||||
'has_electric_ending': False, 'has_mains_gas_ending': True, 'has_wood_logs_ending': False,
|
||||
'has_coal_ending': False, 'has_oil_ending': False, 'has_wood_pellets_ending': False,
|
||||
'has_anthracite_ending': False, 'has_dual_fuel_mineral_and_wood_ending': False,
|
||||
'has_smokeless_fuel_ending': False, 'has_lpg_ending': False, 'has_b30k_ending': False,
|
||||
'has_electricaire_ending': False, 'has_assumed_for_most_rooms_ending': False,
|
||||
'has_underfloor_heating_ending': False, 'thermostatic_control_ending': 'room thermostat',
|
||||
'charging_system_ending': 'Unknown', 'switch_system_ending': 'programmer', 'no_control_ending': 'Unknown',
|
||||
'dhw_control_ending': 'Unknown', 'community_heating_ending': 'Unknown',
|
||||
'multiple_room_thermostats_ending': False, 'auxiliary_systems_ending': 'Unknown', 'trvs_ending': 'Unknown',
|
||||
'rate_control_ending': 'Unknown', 'glazing_type_ending': 'double', 'fuel_type_ending': 'mains gas',
|
||||
'main-fuel_tariff_type_ending': 'Unknown', 'is_community_ending': False,
|
||||
'no_individual_heating_or_community_network_ending': False, 'complex_fuel_type_ending': 'Unknown',
|
||||
'sap_starting': 47, 'sap_ending': 47, 'heat_demand_starting': 478, 'heat_demand_ending': 478,
|
||||
'carbon_starting': 5.1, 'carbon_ending': 5.1, 'lighting_cost_starting': 91.0, 'lighting_cost_ending': 91.0,
|
||||
'heating_cost_starting': 1677.0, 'heating_cost_ending': 1677.0, 'hot_water_cost_starting': 161.0,
|
||||
'hot_water_cost_ending': 161.0, 'mechanical_ventilation_starting': 'natural',
|
||||
'mechanical_ventilation_ending': 'natural', 'secondheat_description_starting': 'None',
|
||||
'secondheat_description_ending': 'None', 'glazed_type_starting': 'not defined',
|
||||
'glazed_type_ending': 'double glazing installed during or after 2002',
|
||||
'multi_glaze_proportion_starting': 0.0, 'multi_glaze_proportion_ending': 100,
|
||||
'low_energy_lighting_starting': 100.0, 'low_energy_lighting_ending': 100.0,
|
||||
'number_open_fireplaces_starting': 0.0, 'number_open_fireplaces_ending': 0.0,
|
||||
'solar_water_heating_flag_starting': 'N', 'solar_water_heating_flag_ending': 'N',
|
||||
'photo_supply_starting': 0.0, 'photo_supply_ending': 0.0, 'transaction_type_starting': 'rental',
|
||||
'transaction_type_ending': 'rental', 'energy_tariff_starting': 'dual', 'energy_tariff_ending': 'dual',
|
||||
'extension_count_starting': 3.0, 'extension_count_ending': 3.0, 'total_floor_area_starting': 61.0,
|
||||
'total_floor_area_ending': 61.0, 'floor_height_starting': 2.37, 'floor_height_ending': 2.37,
|
||||
'hot_water_energy_eff_starting': 'Good', 'hot_water_energy_eff_ending': 'Good',
|
||||
'floor_energy_eff_starting': 'NO_RATING', 'floor_energy_eff_ending': 'NO_RATING',
|
||||
'windows_energy_eff_starting': 'Very Poor', 'windows_energy_eff_ending': 'Average',
|
||||
'walls_energy_eff_starting': 'Very Poor', 'walls_energy_eff_ending': 'Very Poor',
|
||||
'sheating_energy_eff_starting': 'NO_RATING', 'sheating_energy_eff_ending': 'NO_RATING',
|
||||
'roof_energy_eff_starting': 'Very Poor', 'roof_energy_eff_ending': 'Very Poor',
|
||||
'mainheat_energy_eff_starting': 'Good', 'mainheat_energy_eff_ending': 'Good',
|
||||
'mainheatc_energy_eff_starting': 'Average', 'mainheatc_energy_eff_ending': 'Average',
|
||||
'lighting_energy_eff_starting': 'Very Good', 'lighting_energy_eff_ending': 'Very Good',
|
||||
'number_habitable_rooms_starting': 4.0, 'number_habitable_rooms_ending': 4.0,
|
||||
'number_heated_rooms_starting': 4.0, 'number_heated_rooms_ending': 4.0, 'days_to_starting': 3642,
|
||||
'days_to_ending': 3713, 'estimated_perimeter_starting': 23.430749027719962,
|
||||
'estimated_perimeter_ending': 23.430749027719962, 'id': '1+1'
|
||||
}
|
||||
|
||||
assert simulated_data[0] == expected_simulated_outcome
|
||||
|
||||
# Check which keys are different
|
||||
different = []
|
||||
for k in simulated_data[0].keys():
|
||||
if k == "id":
|
||||
continue
|
||||
if simulated_data[0][k] != starting_record[k]:
|
||||
different.append(
|
||||
{
|
||||
"variable": k,
|
||||
"starting": starting_record[k],
|
||||
"simulated": simulated_data[0][k],
|
||||
|
||||
}
|
||||
)
|
||||
|
||||
expected_different = [
|
||||
{'variable': 'glazing_type_ending', 'starting': 'single', 'simulated': 'double'},
|
||||
{'variable': 'glazed_type_ending', 'starting': 'not defined',
|
||||
'simulated': 'double glazing installed during or after 2002'},
|
||||
{'variable': 'multi_glaze_proportion_ending', 'starting': 0.0, 'simulated': 100},
|
||||
{'variable': 'windows_energy_eff_ending', 'starting': 'Very Poor', 'simulated': 'Average'},
|
||||
{'variable': 'days_to_ending', 'starting': 3642, 'simulated': 3713}
|
||||
]
|
||||
|
||||
assert different == expected_different
|
||||
|
|
|
|||
Loading…
Add table
Reference in a new issue