The error in montreal_custom_energy_system_parameters.py is fixed

Random assignation of systems to city buildings is done

hub/imports/energy_systems/montreal_custom_energy_system_parameters.py

@@ -107,13 +107,16 @@ class MontrealCustomEnergySystemParameters:
         _generation_system.electricity_efficiency = archetype_generation_system.electricity_efficiency
         _generic_storage_system = None
         if archetype_generation_system.energy_storage_systems is not None:
-          if archetype_generation_system.energy_storage_systems.type_energy_stored == 'electrical':
+          _storage_systems = []
+          for storage_system in archetype_generation_system.energy_storage_systems:
+            if storage_system.type_energy_stored == 'electrical':
               _generic_storage_system = ElectricalStorageSystem()
               _generic_storage_system.type_energy_stored = 'electrical'
             else:
               _generic_storage_system = ThermalStorageSystem()
               _generic_storage_system.type_energy_stored = 'thermal'
-        _generation_system.energy_storage_systems = [_generic_storage_system]
+            _storage_systems.append(_generic_storage_system)
+          _generation_system.energy_storage_systems = [_storage_systems]
         _generation_systems.append(_generation_system)
     return _generation_systems
 

main.py

@@ -7,6 +7,7 @@ from hub.imports.construction_factory import ConstructionFactory
 from hub.imports.usage_factory import UsageFactory
 from hub.imports.weather_factory import WeatherFactory
 from hub.imports.energy_systems_factory import EnergySystemsFactory
+from scripts import random_assignation
 import hub.helpers.constants as cte
 
 geojson_file = process_geojson(x=-73.567908, y=45.492783, diff=0.00045)
@@ -28,11 +29,10 @@ print('enrich weather... done')
 energy_plus_workflow(city)
 city_buildings_peak_heating_demands = {}
 for building in city.buildings:
-  building.energy_systems_archetype_name = 'system 1 gas'
   city_buildings_peak_heating_demands[f'{building.name}'] = building.heating_peak_load[cte.YEAR]
-
+random_assignation._call_random(city.buildings, random_assignation.residential_systems_percentage)
-
 EnergySystemsFactory('montreal_custom', city).enrich()
-
 print('test')
 
+
+

out_files/Montreal_out.bnd

@@ -1,4 +1,4 @@
-Program Version,EnergyPlus, Version 9.5.0-de239b2e5f, YMD=2023.12.21 10:16
+Program Version,EnergyPlus, Version 9.5.0-de239b2e5f, YMD=2023.12.28 13:46
 ! This file shows details about the branches, nodes, and other
 ! elements of the flow connections.
 ! This file is intended for use in "debugging" potential problems

out_files/Montreal_out.eio

@@ -1,4 +1,4 @@
-Program Version,EnergyPlus, Version 9.5.0-de239b2e5f, YMD=2023.12.21 10:16
+Program Version,EnergyPlus, Version 9.5.0-de239b2e5f, YMD=2023.12.28 13:46
 ! <Version>, Version ID
  Version, 9.5
 ! <Timesteps per Hour>, #TimeSteps, Minutes per TimeStep {minutes}

out_files/Montreal_out.end

@@ -1 +1 @@
-EnergyPlus Completed Successfully-- 35 Warning; 1 Severe Errors; Elapsed Time=00hr 00min 39.68sec
+EnergyPlus Completed Successfully-- 35 Warning; 1 Severe Errors; Elapsed Time=00hr 00min 15.74sec

out_files/Montreal_out.err

@@ -1,6 +1,6 @@
-Program Version,EnergyPlus, Version 9.5.0-de239b2e5f, YMD=2023.12.21 10:16,
+Program Version,EnergyPlus, Version 9.5.0-de239b2e5f, YMD=2023.12.28 13:46,
    ** Warning ** GetHTSurfaceData: Surfaces with interface to Ground found but no "Ground Temperatures" were input.
-   **   ~~~   ** Found first in surface=8999743B-69A2-42FE-8A7C-67B453734AB1
+   **   ~~~   ** Found first in surface=5B48231E-B210-48CA-BFF3-62C8D8E642CD
    **   ~~~   ** Defaults, constant throughout the year of (18.0) will be used.
    ** Warning ** GetInternalHeatGains: People="173347_OCCUPANCY", Activity Level Schedule Name values
    **   ~~~   ** fall outside typical range [70,1000] W/person for Thermal Comfort Reporting.
@@ -85,4 +85,4 @@ Program Version,EnergyPlus, Version 9.5.0-de239b2e5f, YMD=2023.12.21 10:16,
    ************* Use Output:Diagnostics,DisplayUnusedObjects; to see them.
    ************* EnergyPlus Warmup Error Summary. During Warmup: 0 Warning; 0 Severe Errors.
    ************* EnergyPlus Sizing Error Summary. During Sizing: 0 Warning; 0 Severe Errors.
-   ************* EnergyPlus Completed Successfully-- 35 Warning; 1 Severe Errors; Elapsed Time=00hr 00min 39.68sec
+   ************* EnergyPlus Completed Successfully-- 35 Warning; 1 Severe Errors; Elapsed Time=00hr 00min 15.74sec

out_files/Montreal_out.eso

@@ -1,4 +1,4 @@
-Program Version,EnergyPlus, Version 9.5.0-de239b2e5f, YMD=2023.12.21 10:16
+Program Version,EnergyPlus, Version 9.5.0-de239b2e5f, YMD=2023.12.28 13:46
 1,5,Environment Title[],Latitude[deg],Longitude[deg],Time Zone[],Elevation[m]
 2,8,Day of Simulation[],Month[],Day of Month[],DST Indicator[1=yes 0=no],Hour[],StartMinute[],EndMinute[],DayType
 3,5,Cumulative Day of Simulation[],Month[],Day of Month[],DST Indicator[1=yes 0=no],DayType  ! When Daily Report Variables Requested

out_files/Montreal_out.mtr

@@ -1,4 +1,4 @@
-Program Version,EnergyPlus, Version 9.5.0-de239b2e5f, YMD=2023.12.21 10:16
+Program Version,EnergyPlus, Version 9.5.0-de239b2e5f, YMD=2023.12.28 13:46
 1,5,Environment Title[],Latitude[deg],Longitude[deg],Time Zone[],Elevation[m]
 2,8,Day of Simulation[],Month[],Day of Month[],DST Indicator[1=yes 0=no],Hour[],StartMinute[],EndMinute[],DayType
 3,5,Cumulative Day of Simulation[],Month[],Day of Month[],DST Indicator[1=yes 0=no],DayType  ! When Daily Meters Requested

out_files/Montreal_out.rvaudit

@@ -1,16 +1,16 @@
  ReadVarsESO
- processing:C:\Users\umroot\PycharmProjects\system_assignation\out_files\Montreal_849ab9.rvi
+ processing:C:\Users\umroot\PycharmProjects\system_assignation\out_files\Montreal_1b172e.rvi
  input file:C:\Users\umroot\PycharmProjects\system_assignation\out_files\Montreal_out.eso
  output file:C:\Users\umroot\PycharmProjects\system_assignation\out_files\Montreal_out.csv
  getting all vars from:C:\Users\umroot\PycharmProjects\system_assignation\out_files\Montreal_out.eso
   number variables requested for output=          59
- ReadVars Run Time=00hr 00min  2.98sec
+ ReadVars Run Time=00hr 00min  1.70sec
  ReadVarsESO program completed successfully.
  ReadVarsESO
- processing:C:\Users\umroot\PycharmProjects\system_assignation\out_files\Montreal_849ab9.mvi
+ processing:C:\Users\umroot\PycharmProjects\system_assignation\out_files\Montreal_1b172e.mvi
  input file:C:\Users\umroot\PycharmProjects\system_assignation\out_files\Montreal_out.mtr
  output file:C:\Users\umroot\PycharmProjects\system_assignation\out_files\Montreal_mtr.csv
  getting all vars from:C:\Users\umroot\PycharmProjects\system_assignation\out_files\Montreal_out.mtr
   number variables requested for output=           4
- ReadVars Run Time=00hr 00min  0.39sec
+ ReadVars Run Time=00hr 00min  0.19sec
  ReadVarsESO program completed successfully.

out_files/Montreal_tbl.csv

@@ -1,4 +1,4 @@
-Program Version:,EnergyPlus, Version 9.5.0-de239b2e5f, YMD=2023.12.21 10:16
+Program Version:,EnergyPlus, Version 9.5.0-de239b2e5f, YMD=2023.12.28 13:46
 Tabular Output Report in Format: ,Comma
 
 Building:,Buildings in b'Montreal'
@@ -205,7 +205,7 @@ FOR:,Entire Facility
 General
 
 ,,Value
-,Program Version and Build,EnergyPlus, Version 9.5.0-de239b2e5f, YMD=2023.12.21 10:16
+,Program Version and Build,EnergyPlus, Version 9.5.0-de239b2e5f, YMD=2023.12.28 13:46
 ,RunPeriod,RUN PERIOD 1
 ,Weather File,Montreal Int'l PQ CAN WYEC2-B-94792 WMO#=716270
 ,Latitude [deg],45.47
@@ -373,158 +373,158 @@ FOR:,Entire Facility
 Opaque Exterior
 
 ,,Construction,Reflectance,U-Factor with Film [W/m2-K],U-Factor no Film [W/m2-K],Gross Area [m2],Net Area [m2],Azimuth [deg],Tilt [deg],Cardinal Direction
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-,7DD990C9-3907-46C8-986C-FFAB3E416899,1981_1990_6,0.40,0.644,0.713,4.80,3.93,359.13,90.00,N
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-,EB711559-2FD4-4ED3-825F-FD9EA05F253D,1981_1990_6,0.40,0.644,0.713,144.70,118.65,359.95,90.00,N
+,DA9F4734-38C4-42B7-8862-1E510B356BD9,1981_1990_6,0.40,0.644,0.713,144.70,118.65,359.95,90.00,N
-,9D3EA49E-464E-4B27-ABE9-C16FDFD4C166,1981_1990_6,0.40,0.644,0.713,66.78,54.75,270.04,90.00,W
+,C860B96F-077E-4B02-A9F9-B55670FD477B,1981_1990_6,0.40,0.644,0.713,66.78,54.75,270.04,90.00,W
-,2C88DABC-013D-4C68-B599-FFA7F23E1BA7,1981_1990_6,0.40,0.644,0.713,144.71,118.66,180.13,90.00,S
+,480A21AF-85AE-4059-B848-33FD5F3A5720,1981_1990_6,0.40,0.644,0.713,144.71,118.66,180.13,90.00,S
-,9C304F09-7FB8-4332-8D9B-864D212E781C,1981_1990_6,0.40,0.639,0.713,96.97,96.97,0.13,180.00,
+,7581E7C1-7442-4E57-B277-4F8CA5FDF4C0,1981_1990_6,0.40,0.639,0.713,96.97,96.97,0.13,180.00,
-,9B7536E1-D256-403D-AEF0-E626FCEAD9AA,1981_1990_6,0.40,0.649,0.713,96.97,96.97,359.95,0.00,
+,49E69C19-AA91-4925-98AC-D68299566337,1981_1990_6,0.40,0.649,0.713,96.97,96.97,359.95,0.00,
-,2C73C760-4411-444B-AD52-69E4D4C3EC74,1981_1990_6,0.40,0.644,0.713,4.42,3.62,90.22,90.00,E
+,DB1D1E20-BE98-49D4-9E40-1940144BF615,1981_1990_6,0.40,0.644,0.713,4.42,3.62,90.22,90.00,E
-,6BD9CC5D-EBF7-4F80-8081-A2B4AD7289C1,1981_1990_6,0.40,0.644,0.713,118.69,97.33,359.45,90.00,N
+,8FC429BC-81D9-449A-80A9-38F77B3E66DD,1981_1990_6,0.40,0.644,0.713,118.69,97.33,359.45,90.00,N
-,48E3DAD2-0DE1-45BF-AA96-BFF4AB2B62C3,1981_1990_6,0.40,0.644,0.713,5.25,4.31,0.34,90.00,N
+,759D0D84-9F31-46A9-AB0C-A80AF93CD9F9,1981_1990_6,0.40,0.644,0.713,5.25,4.31,0.34,90.00,N
-,EC1B4ACD-BDD6-42D0-8C8D-63F19F12588A,1981_1990_6,0.40,0.644,0.713,62.29,51.08,270.10,90.00,W
+,2FB34A99-C1EA-45CB-A3BE-D36736D9F6D4,1981_1990_6,0.40,0.644,0.713,62.29,51.08,270.10,90.00,W
-,C88BEAA9-D013-41CD-B847-F7EDB8C7A3DC,1981_1990_6,0.40,0.644,0.713,59.29,48.62,89.40,90.00,E
+,5EC4A61B-3773-449F-B181-753456E72C34,1981_1990_6,0.40,0.644,0.713,59.29,48.62,89.40,90.00,E
-,08A9CB96-35E7-484E-8338-DF8D9EA00BB1,1981_1990_6,0.40,0.639,0.713,96.59,96.59,269.40,180.00,
+,1F2698C6-9AB2-4092-8689-F48F27F007F3,1981_1990_6,0.40,0.639,0.713,96.59,96.59,269.40,180.00,
-,0D266BA8-9BBA-43AF-9784-696ABFF75986,1981_1990_6,0.40,0.649,0.713,96.59,96.59,90.22,0.00,
+,C421315B-3FA6-4F26-8FE4-2BD36E46C018,1981_1990_6,0.40,0.649,0.713,96.59,96.59,90.22,0.00,
-,A92AA13A-8C21-4BE2-84EB-C27DF99B34F2,1981_1990_6,0.40,0.644,0.713,57.41,47.08,90.32,90.00,E
+,D9F477EB-A2BB-45DC-80C6-F24D09A96A5C,1981_1990_6,0.40,0.644,0.713,57.41,47.08,90.32,90.00,E
-,CCF64059-4168-4245-974F-8687C312C1F4,1981_1990_6,0.40,0.644,0.713,57.41,47.08,269.70,90.00,W
+,12B9DB48-E074-4E87-8478-9A8221BFECE1,1981_1990_6,0.40,0.644,0.713,57.41,47.08,269.70,90.00,W
-,FE41D3BC-A81F-43E2-9952-1EF717D22DC3,1981_1990_6,0.40,0.639,0.713,88.02,88.02,0.14,180.00,
+,0F842809-D03C-47DA-A397-CC369EC4D39B,1981_1990_6,0.40,0.639,0.713,88.02,88.02,0.14,180.00,
-,4CDAFCB8-7425-462B-A6A9-7893DA44744F,1981_1990_6,0.40,0.649,0.713,88.02,88.02,0.14,0.00,
+,9A1D52B6-CA21-44CB-8234-487282B053CE,1981_1990_6,0.40,0.649,0.713,88.02,88.02,0.14,0.00,
-,9EC27607-BD73-4952-BD08-D2DCC38CF510,1981_1990_6,0.40,0.644,0.713,57.42,47.08,89.40,90.00,E
+,D15932BE-B61F-4D05-8F3D-A538ADA1C1B9,1981_1990_6,0.40,0.644,0.713,57.42,47.08,89.40,90.00,E
-,70BB2665-FF18-47CF-AC1F-65127F2EBB6F,1981_1990_6,0.40,0.644,0.713,57.41,47.08,270.10,90.00,W
+,D7BFAC7E-FFE4-43E5-A664-66123D42D5E0,1981_1990_6,0.40,0.644,0.713,57.41,47.08,270.10,90.00,W
-,3D6B338B-AC1B-4C09-A99A-6879BB4A3C56,1981_1990_6,0.40,0.639,0.713,89.11,89.11,0.14,180.00,
+,F1D05492-FC37-4CE7-B4BE-AB84E65BBA2D,1981_1990_6,0.40,0.639,0.713,89.11,89.11,0.14,180.00,
-,D51CA087-04C0-4DD5-A619-3EE6F767F1DF,1981_1990_6,0.40,0.649,0.713,89.11,89.11,0.14,0.00,
+,549077E1-BF77-47A7-AFFB-E487658423CC,1981_1990_6,0.40,0.649,0.713,89.11,89.11,0.14,0.00,
-,854AC3BE-DB47-4CE7-A933-7CA461218A4D,1981_1990_6,0.40,0.644,0.713,62.03,50.86,89.40,90.00,E
+,88E8F7FF-619E-4595-81EB-D5BAD7867696,1981_1990_6,0.40,0.644,0.713,62.03,50.86,89.40,90.00,E
-,3483C3BC-272A-4B86-A04C-AF36D5E4CC52,1981_1990_6,0.40,0.644,0.713,62.29,51.08,270.10,90.00,W
+,28CE80FE-FE76-466F-A7EB-88A00D656F05,1981_1990_6,0.40,0.644,0.713,62.29,51.08,270.10,90.00,W
-,3CEF9635-8AEE-46FD-88CF-7B2BB45DF9EC,1981_1990_6,0.40,0.644,0.713,123.20,101.02,180.04,90.00,S
+,F5F1247A-88BE-4F06-B629-4C3613F82D51,1981_1990_6,0.40,0.644,0.713,123.20,101.02,180.04,90.00,S
-,AAA045E5-0474-486F-B6B1-444DEBD6286D,1981_1990_6,0.40,0.644,0.713,4.34,3.55,179.52,90.00,S
+,B8CB1843-0410-4673-BFD4-5DC3C73F2BDD,1981_1990_6,0.40,0.644,0.713,4.34,3.55,179.52,90.00,S
-,36D429D7-F89D-452D-88C6-F1E3BEEBAFEB,1981_1990_6,0.40,0.639,0.713,97.60,97.60,359.52,180.00,
+,EC0278F6-DA80-4F16-8DE4-BB9973EBB3B2,1981_1990_6,0.40,0.639,0.713,97.60,97.60,359.52,180.00,
-,1F980DFD-6138-4342-B24A-3B80050163A9,1981_1990_6,0.40,0.649,0.713,97.60,97.60,0.14,0.00,
+,DC07A81C-DAB5-45F7-BEE5-80767931DBC0,1981_1990_6,0.40,0.649,0.713,97.60,97.60,0.14,0.00,
-,57A8693C-CCDF-4C91-AAAD-0725191E1ABA,1981_1990_6,0.40,0.644,0.713,57.42,47.08,89.40,90.00,E
+,23571505-EC9B-43AD-BFCA-E0997E7A40A6,1981_1990_6,0.40,0.644,0.713,57.42,47.08,89.40,90.00,E
-,8A3589E7-E5C2-4C83-A13E-2392FCCB5161,1981_1990_6,0.40,0.644,0.713,57.41,47.08,270.10,90.00,W
+,ED2B8CED-C770-4499-B4D2-1F89BA80E037,1981_1990_6,0.40,0.644,0.713,57.41,47.08,270.10,90.00,W
-,87C8F1CB-443B-4C6F-AFEF-BBF5C177512A,1981_1990_6,0.40,0.639,0.713,89.61,89.61,0.14,180.00,
+,5B52E826-42B4-4A00-9549-10196A13F76D,1981_1990_6,0.40,0.639,0.713,89.61,89.61,0.14,180.00,
-,2D4357FE-8B7F-4996-AE6E-413A1D733446,1981_1990_6,0.40,0.649,0.713,89.61,89.61,0.14,0.00,
+,36849036-C5B5-40B7-8F21-F853A75F082B,1981_1990_6,0.40,0.649,0.713,89.61,89.61,0.14,0.00,
-,ACED190C-5B13-4767-8FD3-210D24B1C73A,1981_1990_6,0.40,0.644,0.713,57.42,47.08,89.40,90.00,E
+,39CD3473-FBC3-431F-B595-088111688FF0,1981_1990_6,0.40,0.644,0.713,57.42,47.08,89.40,90.00,E
-,A15A5516-0E86-494B-9106-ACEB50A9AE6F,1981_1990_6,0.40,0.644,0.713,57.41,47.08,270.10,90.00,W
+,E3C38143-FDEB-4CAD-BFDE-4855A94C5FFE,1981_1990_6,0.40,0.644,0.713,57.41,47.08,270.10,90.00,W
-,2D07A52E-2D21-4E96-AFF7-D489D8D83560,1981_1990_6,0.40,0.639,0.713,88.61,88.61,0.14,180.00,
+,CC5D3CDE-CC73-4B55-9BE2-DA25001A6EA6,1981_1990_6,0.40,0.639,0.713,88.61,88.61,0.14,180.00,
-,FDCF25E5-06C1-4B1A-9661-677FE95B28DA,1981_1990_6,0.40,0.649,0.713,88.61,88.61,0.14,0.00,
+,BC98B527-A9A7-4167-8D48-AD07E222751B,1981_1990_6,0.40,0.649,0.713,88.61,88.61,0.14,0.00,
 
 
 Opaque Interior
 
 ,,Construction,Reflectance,U-Factor with Film [W/m2-K],U-Factor no Film [W/m2-K],Gross Area [m2],Net Area [m2],Azimuth [deg],Tilt [deg],Cardinal Direction
-,D61EDFC5-3A2B-4754-9701-AF5837BDE4C0,1981_1990_6,0.40,0.609,0.713,125.11,125.11,0.14,90.00,N
+,500F7547-EA7A-498B-8000-CC091AFCE755,1981_1990_6,0.40,0.609,0.713,125.11,125.11,0.14,90.00,N
-,31AFB167-A379-4F4C-9BC4-A232ECF39CD6,1981_1990_6,0.40,0.609,0.713,124.50,124.50,180.14,90.00,S
+,398D7259-ACD4-4A78-B8DD-F50A483BBA9D,1981_1990_6,0.40,0.609,0.713,124.50,124.50,180.14,90.00,S
-,0C7C5F8B-1E8D-4A84-83E1-A4BA4DA017DC,1981_1990_6,0.40,0.609,0.713,125.11,125.11,180.14,90.00,S
+,6AC6AA25-5E89-4029-9946-74804658CAF4,1981_1990_6,0.40,0.609,0.713,125.11,125.11,180.14,90.00,S
-,4668EFE0-5255-4A3F-92E8-465BFEC7A023,1981_1990_6,0.40,0.609,0.713,137.65,137.65,0.14,90.00,N
+,84E6204F-F657-41CA-BD9C-FF8DD55FDCD9,1981_1990_6,0.40,0.609,0.713,137.65,137.65,0.14,90.00,N
-,AC676F79-22FF-443D-B3F8-DE9BE3882230,1981_1990_6,0.40,0.609,0.713,124.66,124.66,180.14,90.00,S
+,8DFBD53D-371B-4A6F-9422-D041D8AADF88,1981_1990_6,0.40,0.609,0.713,124.66,124.66,180.14,90.00,S
-,1E227EB9-1E76-45A4-97C1-C2150DC6981D,1981_1990_6,0.40,0.609,0.713,124.50,124.50,0.14,90.00,N
+,4A29AC31-F3CA-4AE3-AF0C-5D2899DDD309,1981_1990_6,0.40,0.609,0.713,124.50,124.50,0.14,90.00,N
-,C4B33EE1-913A-44E6-895A-00187083E503,1981_1990_6,0.40,0.609,0.713,123.89,123.89,180.14,90.00,S
+,1542594C-4A08-4E29-BBB6-BF6798DD1E56,1981_1990_6,0.40,0.609,0.713,123.89,123.89,180.14,90.00,S
-,C624AE68-0972-41AB-B983-63341316A356,1981_1990_6,0.40,0.609,0.713,125.36,125.36,0.14,90.00,N
+,F72F957D-1E74-40BC-B6CB-D42C2B474277,1981_1990_6,0.40,0.609,0.713,125.36,125.36,0.14,90.00,N
-,611EDE91-A2CB-47E6-BEA7-985F6568D57B,1981_1990_6,0.40,0.609,0.713,126.07,126.07,180.14,90.00,S
+,53505FE8-5ADB-4B73-BD6C-955D322B0A64,1981_1990_6,0.40,0.609,0.713,126.07,126.07,180.14,90.00,S
-,4784E25C-523C-4098-B91B-01593EA56D07,1981_1990_6,0.40,0.609,0.713,126.77,126.77,0.14,90.00,N
+,744EAE42-6F20-4700-9BFC-85DD929A297D,1981_1990_6,0.40,0.609,0.713,126.77,126.77,0.14,90.00,N
-,AA41D277-A045-4628-8941-9D6FCCA71D8E,1981_1990_6,0.40,0.609,0.713,126.07,126.07,0.14,90.00,N
+,CB1B4365-3338-4050-8DE9-CBD4EBF6ACE2,1981_1990_6,0.40,0.609,0.713,126.07,126.07,0.14,90.00,N
-,40E1720D-794E-49DB-863F-18F95B978CEF,1981_1990_6,0.40,0.609,0.713,126.77,126.77,180.14,90.00,S
+,7FA395E8-2B05-448A-B1B1-9CA854CD4CDB,1981_1990_6,0.40,0.609,0.713,126.77,126.77,180.14,90.00,S
-,5868F322-7B22-4FB5-BE43-C41C4491F897,1981_1990_6,0.40,0.609,0.713,124.66,124.66,0.14,90.00,N
+,E8EAF434-D518-420C-A1AE-4F9AC185C3C7,1981_1990_6,0.40,0.609,0.713,124.66,124.66,0.14,90.00,N
-,3621CC15-71DC-496F-9F02-9A87E583FCA9,1981_1990_6,0.40,0.609,0.713,125.36,125.36,180.14,90.00,S
+,E2AF1629-BF60-4BA4-B83F-DA0427CC5520,1981_1990_6,0.40,0.609,0.713,125.36,125.36,180.14,90.00,S
 
 
 Exterior Fenestration
 
 ,,Construction,Glass Area [m2],Frame Area [m2],Divider Area [m2],Area of One Opening [m2],Area of Multiplied Openings [m2],Glass U-Factor [W/m2-K],Glass SHGC,Glass Visible Transmittance,Frame Conductance [W/m2-K],Divider Conductance [W/m2-K],Shade Control,Parent Surface,Azimuth [deg],Tilt [deg],Cardinal Direction
-,DA2DBB08-CA41-4871-A0A8-4673E8576B05 WINDOW,WINDOW_CONSTRUCTION_1,10.34,0.00,0.00,10.34,10.34,2.954,0.391,0.305,,,No,DA2DBB08-CA41-4871-A0A8-4673E8576B05,90.32,90.00,E
+,597E8893-BF63-4356-83EB-581A544045AC WINDOW,WINDOW_CONSTRUCTION_1,10.34,0.00,0.00,10.34,10.34,2.954,0.391,0.305,,,No,597E8893-BF63-4356-83EB-581A544045AC,90.32,90.00,E
-,C78EBBD1-8B31-4836-AB90-A46F01BF1586 WINDOW,WINDOW_CONSTRUCTION_1,10.34,0.00,0.00,10.34,10.34,2.954,0.391,0.305,,,No,C78EBBD1-8B31-4836-AB90-A46F01BF1586,269.70,90.00,W
+,E9F9F468-BE3C-406C-A131-151A54D54C3B WINDOW,WINDOW_CONSTRUCTION_1,10.34,0.00,0.00,10.34,10.34,2.954,0.391,0.305,,,No,E9F9F468-BE3C-406C-A131-151A54D54C3B,269.70,90.00,W
-,10FF4FC7-A92B-4B40-957C-3A008648856F WINDOW,WINDOW_CONSTRUCTION_1,9.25,0.00,0.00,9.25,9.25,2.954,0.391,0.305,,,No,10FF4FC7-A92B-4B40-957C-3A008648856F,90.32,90.00,E
+,81D97B28-7FE0-47F3-A8EF-DBC87B6FA485 WINDOW,WINDOW_CONSTRUCTION_1,9.25,0.00,0.00,9.25,9.25,2.954,0.391,0.305,,,No,81D97B28-7FE0-47F3-A8EF-DBC87B6FA485,90.32,90.00,E
-,8D624A84-35F4-4519-B253-C3B68564C560 WINDOW,WINDOW_CONSTRUCTION_1,1.76,0.00,0.00,1.76,1.76,2.954,0.391,0.305,,,No,8D624A84-35F4-4519-B253-C3B68564C560,89.91,90.00,E
+,465F65FE-61CA-4913-AA63-BD2BAD166056 WINDOW,WINDOW_CONSTRUCTION_1,1.76,0.00,0.00,1.76,1.76,2.954,0.391,0.305,,,No,465F65FE-61CA-4913-AA63-BD2BAD166056,89.91,90.00,E
-,C22BEF2D-ADA4-4921-8DC1-B4D10711D5AF WINDOW,WINDOW_CONSTRUCTION_1,21.76,0.00,0.00,21.76,21.76,2.954,0.391,0.305,,,No,C22BEF2D-ADA4-4921-8DC1-B4D10711D5AF,0.06,90.00,N
+,D4DDF175-8CE1-4DE4-920D-9E87760A2357 WINDOW,WINDOW_CONSTRUCTION_1,21.76,0.00,0.00,21.76,21.76,2.954,0.391,0.305,,,No,D4DDF175-8CE1-4DE4-920D-9E87760A2357,0.06,90.00,N
-,7DD990C9-3907-46C8-986C-FFAB3E416899 WINDOW,WINDOW_CONSTRUCTION_1,0.86,0.00,0.00,0.86,0.86,2.954,0.391,0.305,,,No,7DD990C9-3907-46C8-986C-FFAB3E416899,359.13,90.00,N
+,CD9C1CCB-94C4-4D52-918E-02B6D9F23CD6 WINDOW,WINDOW_CONSTRUCTION_1,0.86,0.00,0.00,0.86,0.86,2.954,0.391,0.305,,,No,CD9C1CCB-94C4-4D52-918E-02B6D9F23CD6,359.13,90.00,N
-,586964D8-CB6B-4909-8141-CB24582E02D2 WINDOW,WINDOW_CONSTRUCTION_1,10.96,0.00,0.00,10.96,10.96,2.954,0.391,0.305,,,No,586964D8-CB6B-4909-8141-CB24582E02D2,269.70,90.00,W
+,B8E5722F-137A-4265-A0C8-4477DACE4464 WINDOW,WINDOW_CONSTRUCTION_1,10.96,0.00,0.00,10.96,10.96,2.954,0.391,0.305,,,No,B8E5722F-137A-4265-A0C8-4477DACE4464,269.70,90.00,W
-,DEFCD208-A569-4F67-8057-9BBAA044D0D1 WINDOW,WINDOW_CONSTRUCTION_1,48.49,0.00,0.00,48.49,48.49,2.954,0.391,0.305,,,No,DEFCD208-A569-4F67-8057-9BBAA044D0D1,270.37,90.00,W
+,7D0C86B4-2C88-4226-8256-72C260ECE0BD WINDOW,WINDOW_CONSTRUCTION_1,48.49,0.00,0.00,48.49,48.49,2.954,0.391,0.305,,,No,7D0C86B4-2C88-4226-8256-72C260ECE0BD,270.37,90.00,W
-,C4EE45BD-FFE9-4AE5-A943-19E38F02B369 WINDOW,WINDOW_CONSTRUCTION_1,7.68,0.00,0.00,7.68,7.68,2.954,0.391,0.305,,,No,C4EE45BD-FFE9-4AE5-A943-19E38F02B369,0.73,90.00,N
+,AA54AC6D-9DE4-4186-B260-051460D41D27 WINDOW,WINDOW_CONSTRUCTION_1,7.68,0.00,0.00,7.68,7.68,2.954,0.391,0.305,,,No,AA54AC6D-9DE4-4186-B260-051460D41D27,0.73,90.00,N
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-,14C6C244-6A9A-46AA-8257-3CCD07AB4170 WINDOW,WINDOW_CONSTRUCTION_1,98.64,0.00,0.00,98.64,98.64,2.954,0.391,0.305,,,No,14C6C244-6A9A-46AA-8257-3CCD07AB4170,180.80,90.00,S
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-,F8D36176-0913-4B2E-9B2C-A234769A337E WINDOW,WINDOW_CONSTRUCTION_1,2.94,0.00,0.00,2.94,2.94,2.954,0.391,0.305,,,No,F8D36176-0913-4B2E-9B2C-A234769A337E,90.30,90.00,E
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-,D9652D85-82F3-44FB-9BA5-1334E49830A8 WINDOW,WINDOW_CONSTRUCTION_1,59.93,0.00,0.00,59.93,59.93,2.954,0.391,0.305,,,No,D9652D85-82F3-44FB-9BA5-1334E49830A8,90.35,90.00,E
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-,9202E9EC-DA44-46BF-83A3-6F93C6796155 WINDOW,WINDOW_CONSTRUCTION_1,78.94,0.00,0.00,78.94,78.94,2.954,0.391,0.305,,,No,9202E9EC-DA44-46BF-83A3-6F93C6796155,0.36,90.00,N
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-,C375692C-BDC4-4BDC-B04F-3AA74CE227CC WINDOW,WINDOW_CONSTRUCTION_1,50.93,0.00,0.00,50.93,50.93,2.954,0.391,0.305,,,No,C375692C-BDC4-4BDC-B04F-3AA74CE227CC,90.36,90.00,E
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-,94663C80-2BB1-498C-A0CB-A03722105057 WINDOW,WINDOW_CONSTRUCTION_1,77.92,0.00,0.00,77.92,77.92,2.954,0.391,0.305,,,No,94663C80-2BB1-498C-A0CB-A03722105057,180.36,90.00,S
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-,34BC3599-AC57-4BBE-9D7F-2888C6DECCBA WINDOW,WINDOW_CONSTRUCTION_1,1.01,0.00,0.00,1.01,1.01,2.954,0.391,0.305,,,No,34BC3599-AC57-4BBE-9D7F-2888C6DECCBA,358.71,90.00,N
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-,D3A4085A-5BB6-4BC0-9EEE-4A62F3546745 WINDOW,WINDOW_CONSTRUCTION_1,0.80,0.00,0.00,0.80,0.80,2.954,0.391,0.305,,,No,D3A4085A-5BB6-4BC0-9EEE-4A62F3546745,90.31,90.00,E
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-,C49A2819-ED87-426F-B948-8E020E557A82 WINDOW,WINDOW_CONSTRUCTION_1,11.78,0.00,0.00,11.78,11.78,2.954,0.391,0.305,,,No,C49A2819-ED87-426F-B948-8E020E557A82,269.70,90.00,W
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-,CB9B966A-B94D-4D90-9A4C-95B4643AC214 WINDOW,WINDOW_CONSTRUCTION_1,25.78,0.00,0.00,25.78,25.78,2.954,0.391,0.305,,,No,CB9B966A-B94D-4D90-9A4C-95B4643AC214,179.68,90.00,S
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-,9A933A7F-CF1D-4664-9EC0-7EC0F9C89CDA WINDOW,WINDOW_CONSTRUCTION_1,10.80,0.00,0.00,10.80,10.80,2.954,0.391,0.305,,,No,9A933A7F-CF1D-4664-9EC0-7EC0F9C89CDA,89.74,90.00,E
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-,9D3EA49E-464E-4B27-ABE9-C16FDFD4C166 WINDOW,WINDOW_CONSTRUCTION_1,12.02,0.00,0.00,12.02,12.02,2.954,0.391,0.305,,,No,9D3EA49E-464E-4B27-ABE9-C16FDFD4C166,270.04,90.00,W
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-,2C88DABC-013D-4C68-B599-FFA7F23E1BA7 WINDOW,WINDOW_CONSTRUCTION_1,26.05,0.00,0.00,26.05,26.05,2.954,0.391,0.305,,,No,2C88DABC-013D-4C68-B599-FFA7F23E1BA7,180.13,90.00,S
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-,2C73C760-4411-444B-AD52-69E4D4C3EC74 WINDOW,WINDOW_CONSTRUCTION_1,0.80,0.00,0.00,0.80,0.80,2.954,0.391,0.305,,,No,2C73C760-4411-444B-AD52-69E4D4C3EC74,90.22,90.00,E
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-,48E3DAD2-0DE1-45BF-AA96-BFF4AB2B62C3 WINDOW,WINDOW_CONSTRUCTION_1,0.95,0.00,0.00,0.95,0.95,2.954,0.391,0.305,,,No,48E3DAD2-0DE1-45BF-AA96-BFF4AB2B62C3,0.34,90.00,N
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-,EC1B4ACD-BDD6-42D0-8C8D-63F19F12588A WINDOW,WINDOW_CONSTRUCTION_1,11.21,0.00,0.00,11.21,11.21,2.954,0.391,0.305,,,No,EC1B4ACD-BDD6-42D0-8C8D-63F19F12588A,270.10,90.00,W
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-,CCF64059-4168-4245-974F-8687C312C1F4 WINDOW,WINDOW_CONSTRUCTION_1,10.34,0.00,0.00,10.34,10.34,2.954,0.391,0.305,,,No,CCF64059-4168-4245-974F-8687C312C1F4,269.70,90.00,W
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-,9EC27607-BD73-4952-BD08-D2DCC38CF510 WINDOW,WINDOW_CONSTRUCTION_1,10.34,0.00,0.00,10.34,10.34,2.954,0.391,0.305,,,No,9EC27607-BD73-4952-BD08-D2DCC38CF510,89.40,90.00,E
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-,854AC3BE-DB47-4CE7-A933-7CA461218A4D WINDOW,WINDOW_CONSTRUCTION_1,11.17,0.00,0.00,11.17,11.17,2.954,0.391,0.305,,,No,854AC3BE-DB47-4CE7-A933-7CA461218A4D,89.40,90.00,E
+,88E8F7FF-619E-4595-81EB-D5BAD7867696 WINDOW,WINDOW_CONSTRUCTION_1,11.17,0.00,0.00,11.17,11.17,2.954,0.391,0.305,,,No,88E8F7FF-619E-4595-81EB-D5BAD7867696,89.40,90.00,E
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+,28CE80FE-FE76-466F-A7EB-88A00D656F05 WINDOW,WINDOW_CONSTRUCTION_1,11.21,0.00,0.00,11.21,11.21,2.954,0.391,0.305,,,No,28CE80FE-FE76-466F-A7EB-88A00D656F05,270.10,90.00,W
-,3CEF9635-8AEE-46FD-88CF-7B2BB45DF9EC WINDOW,WINDOW_CONSTRUCTION_1,22.18,0.00,0.00,22.18,22.18,2.954,0.391,0.305,,,No,3CEF9635-8AEE-46FD-88CF-7B2BB45DF9EC,180.04,90.00,S
+,F5F1247A-88BE-4F06-B629-4C3613F82D51 WINDOW,WINDOW_CONSTRUCTION_1,22.18,0.00,0.00,22.18,22.18,2.954,0.391,0.305,,,No,F5F1247A-88BE-4F06-B629-4C3613F82D51,180.04,90.00,S
-,AAA045E5-0474-486F-B6B1-444DEBD6286D WINDOW,WINDOW_CONSTRUCTION_1,0.78,0.00,0.00,0.78,0.78,2.954,0.391,0.305,,,No,AAA045E5-0474-486F-B6B1-444DEBD6286D,179.52,90.00,S
+,B8CB1843-0410-4673-BFD4-5DC3C73F2BDD WINDOW,WINDOW_CONSTRUCTION_1,0.78,0.00,0.00,0.78,0.78,2.954,0.391,0.305,,,No,B8CB1843-0410-4673-BFD4-5DC3C73F2BDD,179.52,90.00,S
-,57A8693C-CCDF-4C91-AAAD-0725191E1ABA WINDOW,WINDOW_CONSTRUCTION_1,10.34,0.00,0.00,10.34,10.34,2.954,0.391,0.305,,,No,57A8693C-CCDF-4C91-AAAD-0725191E1ABA,89.40,90.00,E
+,23571505-EC9B-43AD-BFCA-E0997E7A40A6 WINDOW,WINDOW_CONSTRUCTION_1,10.34,0.00,0.00,10.34,10.34,2.954,0.391,0.305,,,No,23571505-EC9B-43AD-BFCA-E0997E7A40A6,89.40,90.00,E
-,8A3589E7-E5C2-4C83-A13E-2392FCCB5161 WINDOW,WINDOW_CONSTRUCTION_1,10.34,0.00,0.00,10.34,10.34,2.954,0.391,0.305,,,No,8A3589E7-E5C2-4C83-A13E-2392FCCB5161,270.10,90.00,W
+,ED2B8CED-C770-4499-B4D2-1F89BA80E037 WINDOW,WINDOW_CONSTRUCTION_1,10.34,0.00,0.00,10.34,10.34,2.954,0.391,0.305,,,No,ED2B8CED-C770-4499-B4D2-1F89BA80E037,270.10,90.00,W
-,ACED190C-5B13-4767-8FD3-210D24B1C73A WINDOW,WINDOW_CONSTRUCTION_1,10.34,0.00,0.00,10.34,10.34,2.954,0.391,0.305,,,No,ACED190C-5B13-4767-8FD3-210D24B1C73A,89.40,90.00,E
+,39CD3473-FBC3-431F-B595-088111688FF0 WINDOW,WINDOW_CONSTRUCTION_1,10.34,0.00,0.00,10.34,10.34,2.954,0.391,0.305,,,No,39CD3473-FBC3-431F-B595-088111688FF0,89.40,90.00,E
-,A15A5516-0E86-494B-9106-ACEB50A9AE6F WINDOW,WINDOW_CONSTRUCTION_1,10.34,0.00,0.00,10.34,10.34,2.954,0.391,0.305,,,No,A15A5516-0E86-494B-9106-ACEB50A9AE6F,270.10,90.00,W
+,E3C38143-FDEB-4CAD-BFDE-4855A94C5FFE WINDOW,WINDOW_CONSTRUCTION_1,10.34,0.00,0.00,10.34,10.34,2.954,0.391,0.305,,,No,E3C38143-FDEB-4CAD-BFDE-4855A94C5FFE,270.10,90.00,W
 ,Total or Average,,,,,,1128.02,2.954,0.391,0.305,,,,,,,
 ,North Total or Average,,,,,,277.84,2.954,0.391,0.305,,,,,,,
 ,Non-North Total or Average,,,,,,850.18,2.954,0.391,0.305,,,,,,,

scripts/random_assignation.py

@@ -0,0 +1,159 @@
+"""
+This project aims to assign energy systems archetype names to Montreal buildings.
+The random assignation is based on statistical information extracted from different sources, being:
+- For residential buildings:
+  - SHEU 2015: https://oee.nrcan.gc.ca/corporate/statistics/neud/dpa/menus/sheu/2015/tables.cfm
+- For non-residential buildings:
+  - Montreal dataportal: https://dataportalforcities.org/north-america/canada/quebec/montreal
+  - https://www.eia.gov/consumption/commercial/data/2018/
+"""
+import glob
+import json
+import random
+from pathlib import Path
+
+from hub.city_model_structure.building import Building
+from hub.city_model_structure.city import City
+import hub.helpers.constants as cte
+
+energy_systems_format = 'montreal_custom'
+
+# parameters:
+residential_systems_percentage = {'system 1 gas': 44,
+                                  'system 1 electricity': 6,
+                                  'system 2 gas': 0,
+                                  'system 2 electricity': 0,
+                                  'system 3 and 4 gas': 0,
+                                  'system 3 and 4 electricity': 0,
+                                  'system 5 gas': 0,
+                                  'system 5 electricity': 0,
+                                  'system 6 gas': 0,
+                                  'system 6 electricity': 0,
+                                  'system 8 gas': 44,
+                                  'system 8 electricity': 6}
+non_residential_systems_percentage = {'system 1 gas': 0,
+                                      'system 1 electricity': 0,
+                                      'system 2 gas': 0,
+                                      'system 2 electricity': 0,
+                                      'system 3 and 4 gas': 39,
+                                      'system 3 and 4 electricity': 36,
+                                      'system 5 gas': 0,
+                                      'system 5 electricity': 0,
+                                      'system 6 gas': 13,
+                                      'system 6 electricity': 12,
+                                      'system 8 gas': 0,
+                                      'system 8 electricity': 0}
+
+
+def _retrieve_buildings(path, year_of_construction_field=None,
+                        function_field=None, function_to_hub=None, aliases_field=None):
+  _buildings = []
+  with open(path, 'r', encoding='utf8') as json_file:
+    _geojson = json.loads(json_file.read())
+    for feature in _geojson['features']:
+      _building = {}
+      year_of_construction = None
+      if year_of_construction_field is not None:
+        year_of_construction = int(feature['properties'][year_of_construction_field])
+      function = None
+      if function_field is not None:
+        function = feature['properties'][function_field]
+        if function_to_hub is not None:
+          # use the transformation dictionary to retrieve the proper function
+          if function in function_to_hub:
+            function = function_to_hub[function]
+      building_name = ''
+      building_aliases = []
+      if 'id' in feature:
+        building_name = feature['id']
+      if aliases_field is not None:
+        for alias_field in aliases_field:
+          building_aliases.append(feature['properties'][alias_field])
+      _building['year_of_construction'] = year_of_construction
+      _building['function'] = function
+      _building['building_name'] = building_name
+      _building['building_aliases'] = building_aliases
+      _buildings.append(_building)
+  return _buildings
+
+
+def _call_random(_buildings: [Building], _systems_percentage):
+  _buildings_with_systems = []
+  _systems_distribution = []
+  _selected_buildings = list(range(0, len(_buildings)))
+  random.shuffle(_selected_buildings)
+  total = 0
+  maximum = 0
+  add_to = 0
+  for _system in _systems_percentage:
+    if _systems_percentage[_system] > 0:
+      number_of_buildings = round(_systems_percentage[_system] / 100 * len(_selected_buildings))
+      _systems_distribution.append({'system': _system, 'number': _systems_percentage[_system],
+                                    'number_of_buildings': number_of_buildings})
+      if number_of_buildings > maximum:
+        maximum = number_of_buildings
+        add_to = len(_systems_distribution) - 1
+      total += number_of_buildings
+  missing = 0
+  if total != len(_selected_buildings):
+    missing = len(_selected_buildings)-total
+  if missing != 0:
+    _systems_distribution[add_to]['number_of_buildings'] += missing
+  _position = 0
+  for case in _systems_distribution:
+    for i in range(0, case['number_of_buildings']):
+      _buildings[_selected_buildings[_position]].energy_systems_archetype_name = case['system']
+      _position += 1
+  return _buildings
+
+
+# try:
+#   print('[simulation start]')
+#   input_path = Path('').resolve()
+#   output_path = Path('').resolve()
+#   files = glob.glob(str(input_path / '*'))
+#   processed_files = glob.glob(str(output_path / '*'))
+#
+#   files_to_skip = []
+#
+#   # keep track of processed pickles, so we don't process them again
+#   for processed_file in processed_files:
+#     files_to_skip.append(Path(processed_file).resolve().stem)
+#
+#   for file in files:
+#     if Path(file).stem not in files_to_skip:
+#       city = City.load(file)
+#       available_systems = residential_systems_percentage.keys()
+#       residential_buildings = []
+#       non_residential_buildings = []
+#       for building in city.buildings:
+#         if building.function == cte.RESIDENTIAL:
+#           residential_buildings.append(building)
+#         else:
+#           non_residential_buildings.append(building)
+#       buildings_with_systems = _call_random(residential_buildings, available_systems, residential_systems_percentage)
+#       buildings_with_systems.extend(_call_random(non_residential_buildings, available_systems,
+#                                                  non_residential_systems_percentage))
+#       file_path = (output_path / f'{Path(file).stem}.pickle').resolve()
+#       city.save(file_path)
+#       print(f'[{file_path} completed]')
+#
+#     else:
+#       print(f"{Path(file)} already processed - skipping")
+#
+# except Exception as ex:
+#   print(ex)
+#   print('error: ', ex)
+#   print('[simulation abort]')
+
+####My Randomization
+# num_buildings = len(city.buildings)
+# energy_systems = []
+# for _ in range(num_buildings):
+#     system_archetype = random.choices(
+#         list(random_assignation.residential_systems_percentage.keys()),
+#         weights=list(random_assignation.residential_systems_percentage.values())
+#     )[0]
+#     energy_systems.append(system_archetype)
+# for building, energy_system in zip(city.buildings, energy_systems):
+#     building.energy_systems_archetype_name = energy_system

tests/test_systems_catalog.py

@@ -33,6 +33,7 @@ class TestSystemsCatalog(TestCase):
 
     with self.assertRaises(IndexError):
       catalog.get_entry('unknown')
+    print(catalog.entries())
 
   def test_north_america_systems_catalog(self):
     catalog = EnergySystemsCatalogFactory('north_america').catalog

tests/test_systems_factory.py

@@ -77,7 +77,7 @@ class TestSystemsFactory(TestCase):
     ResultFactory('insel_monthly_energy_balance', self._city, self._output_path).enrich()
 
     for building in self._city.buildings:
-      building.energy_systems_archetype_name = 'system 1 gas pv'
+      building.energy_systems_archetype_name = 'system 1 electricity'
     EnergySystemsFactory('montreal_custom', self._city).enrich()
     # Need to assign energy systems to buildings:
     for building in self._city.buildings: