Merge branch 'main' into dhw

# Conflicts:
#	hub/config/configuration.ini
#	hub/helpers/configuration_helper.py
#	hub/helpers/data/hft_function_to_hub_function.py

hub/city_model_structure/attributes/polygon.py

@@ -152,6 +152,10 @@ class Polygon:
         self._area += np.linalg.norm(np.cross(ab, ac)) / 2
     return self._area
 
+  @area.setter
+  def area(self, value):
+    self._area = value
+
   @property
   def normal(self) -> np.ndarray:
     """

hub/city_model_structure/city.py

@@ -459,6 +459,7 @@ class City:
         for surface in city_object.surfaces:
           radiation = surface.global_irradiance
           if 'year' not in radiation and 'month' not in radiation:
+
             continue
           elif "year" in radiation:
             building_radiation += radiation["year"].iloc[0]
@@ -468,11 +469,11 @@ class City:
         if building_radiation < min_radiation:
           min_radiation = building_radiation
           selected_city_object = city_object
-    # merge the city object with the minimum radiation
+      # merge the city object with the minimum radiation
-    if selected_city_object is not None:
+      if selected_city_object is not None:
-      _merge_city.add_city_object(selected_city_object)
+        _merge_city.add_city_object(selected_city_object)
-    else:
+      else:
-      _merge_city.add_city_object(building)
+        _merge_city.add_city_object(building)
     return _merge_city
 
   @property

hub/city_model_structure/city_object.py

@@ -34,6 +34,7 @@ class CityObject:
     self._max_y = ConfigurationHelper().min_coordinate
     self._max_z = ConfigurationHelper().min_coordinate
     self._centroid = None
+    self._volume = None
     self._external_temperature = dict()
     self._ground_temperature = dict()
     self._global_horizontal = dict()
@@ -64,7 +65,13 @@ class CityObject:
     Get city object volume in cubic meters
     :return: float
     """
-    return self.simplified_polyhedron.volume
+    if self._volume is None:
+      self._volume = self.simplified_polyhedron.volume
+    return self._volume
+
+  @volume.setter
+  def volume(self, value):
+    self._volume = value
 
   @property
   def detailed_polyhedron(self) -> Polyhedron:

hub/config/configuration.ini

@@ -18,5 +18,7 @@ convective_heat_transfer_coefficient_exterior = 20
 soil_conductivity = 3
 #m
 soil_thickness = 0.5
+short_wave_reflectance = 0.3
+
 #C
 cold_water_temperature = 10

hub/exports/building_energy/insel/insel_monthly_energy_balance.py

@@ -7,6 +7,8 @@ Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
 
 import numpy as np
 from pathlib import Path
+import sys
+from hub.hub_logger import logger
 
 from hub.exports.formats.insel import Insel
 from hub.imports.weather.helpers.weather import Weather
@@ -38,6 +40,10 @@ class InselMonthlyEnergyBalance(Insel):
       if building.internal_zones is not None:
         for internal_zone in building.internal_zones:
           if internal_zone.thermal_zones is None:
+            logger.error(f'Building {building.name} has missing values. '
+                         f'Monthly Energy Balance cannot be processed\n')
+            sys.stderr.write(f'Building {building.name} has missing values. '
+                             f'Monthly Energy Balance cannot be processed\n')
             break
           self._contents.append(
             self.generate_meb_template(building, output_path, self._radiation_calculation_method,self._weather_format)

hub/exports/exports_factory.py

@@ -71,7 +71,7 @@ class ExportsFactory:
     Export the city geometry to obj with grounded coordinates
     :return: None
     """
-    return Obj(self._city, self._path).to_ground_points()
+    return Obj(self._city, self._path)
 
   @property
   def _sra(self):

hub/exports/formats/obj.py

@@ -11,24 +11,51 @@ from hub.exports.formats.triangular import Triangular
 from hub.imports.geometry_factory import GeometryFactory
 
 
-class Obj(Triangular):
+class Obj:
   """
   Export to obj format
   """
   def __init__(self, city, path):
-    super().__init__(city, path, 'obj')
+    self._city = city
+    self._path = path
+    self._export()
+
+  def _to_vertex(self, coordinate):
+    x = coordinate[0] - self._city.lower_corner[0]
+    y = coordinate[1] - self._city.lower_corner[1]
+    z = coordinate[2] - self._city.lower_corner[2]
+    return f'v {x} {y} {z}\n'
+
+  def _export(self):
+    if self._city.name is None:
+      self._city.name = 'unknown_city'
+    file_name = self._city.name + '.obj'
+    file_path = (Path(self._path).resolve() / file_name).resolve()
+    vertices = {}
+    with open(file_path, 'w') as obj:
+      obj.write("# cerc-hub export\n")
+      vertex_index = 0
+      faces = []
+      for building in self._city.buildings:
+        obj.write(f'# building {building.name}\n')
+        for surface in building.surfaces:
+          obj.write(f'# surface {surface.name}\n')
+          face = 'f '
+          for coordinate in surface.perimeter_polygon.coordinates:
+            vertex = self._to_vertex(coordinate)
+            if vertex not in vertices.keys():
+              vertex_index += 1
+              vertices[vertex] = vertex_index
+              current = vertex_index
+              obj.write(vertex)
+            else:
+              current = vertices[vertex]
+
+            face = f'{face} {current}'
+
+          faces.append(f'{face} {face.split(" ")[1]}\n')
+          obj.writelines(faces)
+          faces = []
+
+
 
-  def to_ground_points(self):
-    """
-    Move closer to the origin
-    """
-    file_name_in = self._city.name + '.' + self._triangular_format
-    file_name_out = self._city.name + '_ground.' + self._triangular_format
-    file_path_in = (Path(self._path).resolve() / file_name_in).resolve()
-    file_path_out = (Path(self._path).resolve() / file_name_out).resolve()
-    obj = GeometryFactory('obj', path=file_path_in)
-    scene = obj.scene
-    scene.rezero()
-    obj_file = trimesh.exchange.obj.export_obj(scene)
-    with open(file_path_out, 'w') as file:
-      file.write(obj_file)

hub/exports/formats/simplified_radiosity_algorithm.py

@@ -8,6 +8,7 @@ import xmltodict
 
 from hub.imports.weather_factory import WeatherFactory
 import hub.helpers.constants as cte
+from hub.helpers.configuration_helper import ConfigurationHelper
 
 
 class SimplifiedRadiosityAlgorithm:
@@ -88,10 +89,15 @@ class SimplifiedRadiosityAlgorithm:
         '@Simulate': f'{simulate}'
       }
       walls, roofs, floors = [], [], []
+      default_short_wave_reflectance = ConfigurationHelper().short_wave_reflectance
       for surface in building.surfaces:
+        if surface.short_wave_reflectance is None:
+          short_wave_reflectance = default_short_wave_reflectance
+        else:
+          short_wave_reflectance = surface.short_wave_reflectance
         surface_dict = {
           '@id': f'{surface.id}',
-          '@ShortWaveReflectance': f'{surface.short_wave_reflectance}'
+          '@ShortWaveReflectance': f'{short_wave_reflectance}'
         }
         for point_index, point in enumerate(surface.perimeter_polygon.coordinates):
           point = self._correct_point(point)

hub/helpers/configuration_helper.py

@@ -139,6 +139,14 @@ class ConfigurationHelper:
     """
     return self._config.getfloat('buildings', 'soil_thickness').real
 
+  @property
+  def short_wave_reflectance(self) -> float:
+    """
+    Get configured short wave reflectance for surfaces that don't have construction assigned
+    :return: 0.3
+    """
+    return self._config.getfloat('buildings', 'short_wave_reflectance').real
+
   @property
   def cold_water_temperature(self) -> float:
     """

hub/helpers/data/alkis_function_to_hub_function.py

@@ -8,6 +8,7 @@ Project Coder Guille Gutierrez Guillermo.GutierrezMorote@concordia.ca
 
 import hub.helpers.constants as cte
 
+
 class AlkisFunctionToHubFunction:
 
   def __init__(self):

hub/helpers/data/hft_function_to_hub_function.py

@@ -12,19 +12,19 @@ class HftFunctionToHubFunction:
 
   def __init__(self):
     self._dictionary = {
-        'residential': cte.RESIDENTIAL,
+      'residential': cte.RESIDENTIAL,
-        'single family house': cte.SINGLE_FAMILY_HOUSE,
+      'single family house': cte.SINGLE_FAMILY_HOUSE,
-        'multifamily house': cte.MULTI_FAMILY_HOUSE,
+      'multifamily house': cte.MULTI_FAMILY_HOUSE,
-        'hotel': cte.HOTEL,
+      'hotel': cte.HOTEL,
-        'hospital': cte.HOSPITAL,
+      'hospital': cte.HOSPITAL,
-        'outpatient': cte.OUT_PATIENT_HEALTH_CARE,
+      'outpatient': cte.OUT_PATIENT_HEALTH_CARE,
-        'commercial': cte.SUPERMARKET,
+      'commercial': cte.SUPERMARKET,
-        'strip mall': cte.STRIP_MALL,
+      'strip mall': cte.STRIP_MALL,
-        'warehouse': cte.WAREHOUSE,
+      'warehouse': cte.WAREHOUSE,
-        'primary school': cte.PRIMARY_SCHOOL,
+      'primary school': cte.PRIMARY_SCHOOL,
-        'secondary school': cte.EDUCATION,
+      'secondary school': cte.EDUCATION,
-        'office': cte.MEDIUM_OFFICE,
+      'office': cte.MEDIUM_OFFICE,
-        'large office': cte.LARGE_OFFICE
+      'large office': cte.LARGE_OFFICE
     }
 
   @property

hub/helpers/data/hub_function_to_nrcan_construction_function.py

@@ -12,66 +12,66 @@ class HubFunctionToNrcanConstructionFunction:
 
   def __init__(self):
     self._dictionary = {
-    cte.RESIDENTIAL: 'MidriseApartment',
+      cte.RESIDENTIAL: 'MidriseApartment',
-    cte.SINGLE_FAMILY_HOUSE: 'MidriseApartment',
+      cte.SINGLE_FAMILY_HOUSE: 'MidriseApartment',
-    cte.MULTI_FAMILY_HOUSE: 'HighriseApartment',
+      cte.MULTI_FAMILY_HOUSE: 'HighriseApartment',
-    cte.ROW_HOUSE: 'MidriseApartment',
+      cte.ROW_HOUSE: 'MidriseApartment',
-    cte.MID_RISE_APARTMENT: 'MidriseApartment',
+      cte.MID_RISE_APARTMENT: 'MidriseApartment',
-    cte.HIGH_RISE_APARTMENT: 'HighriseApartment',
+      cte.HIGH_RISE_APARTMENT: 'HighriseApartment',
-    cte.OFFICE_AND_ADMINISTRATION: 'MediumOffice',
+      cte.OFFICE_AND_ADMINISTRATION: 'MediumOffice',
-    cte.SMALL_OFFICE: 'SmallOffice',
+      cte.SMALL_OFFICE: 'SmallOffice',
-    cte.MEDIUM_OFFICE: 'MediumOffice',
+      cte.MEDIUM_OFFICE: 'MediumOffice',
-    cte.LARGE_OFFICE: 'LargeOffice',
+      cte.LARGE_OFFICE: 'LargeOffice',
-    cte.COURTHOUSE: 'MediumOffice',
+      cte.COURTHOUSE: 'MediumOffice',
-    cte.FIRE_STATION: 'n/a',
+      cte.FIRE_STATION: 'n/a',
-    cte.PENITENTIARY: 'LargeHotel',
+      cte.PENITENTIARY: 'LargeHotel',
-    cte.POLICE_STATION: 'n/a',
+      cte.POLICE_STATION: 'n/a',
-    cte.POST_OFFICE: 'MediumOffice',
+      cte.POST_OFFICE: 'MediumOffice',
-    cte.LIBRARY: 'MediumOffice',
+      cte.LIBRARY: 'MediumOffice',
-    cte.EDUCATION: 'SecondarySchool',
+      cte.EDUCATION: 'SecondarySchool',
-    cte.PRIMARY_SCHOOL: 'PrimarySchool',
+      cte.PRIMARY_SCHOOL: 'PrimarySchool',
-    cte.PRIMARY_SCHOOL_WITH_SHOWER: 'PrimarySchool',
+      cte.PRIMARY_SCHOOL_WITH_SHOWER: 'PrimarySchool',
-    cte.SECONDARY_SCHOOL: 'SecondarySchool',
+      cte.SECONDARY_SCHOOL: 'SecondarySchool',
-    cte.UNIVERSITY: 'SecondarySchool',
+      cte.UNIVERSITY: 'SecondarySchool',
-    cte.LABORATORY_AND_RESEARCH_CENTER: 'SecondarySchool',
+      cte.LABORATORY_AND_RESEARCH_CENTER: 'SecondarySchool',
-    cte.STAND_ALONE_RETAIL: 'RetailStandalone',
+      cte.STAND_ALONE_RETAIL: 'RetailStandalone',
-    cte.HOSPITAL: 'Hospital',
+      cte.HOSPITAL: 'Hospital',
-    cte.OUT_PATIENT_HEALTH_CARE: 'Outpatient',
+      cte.OUT_PATIENT_HEALTH_CARE: 'Outpatient',
-    cte.HEALTH_CARE: 'Outpatient',
+      cte.HEALTH_CARE: 'Outpatient',
-    cte.RETIREMENT_HOME_OR_ORPHANAGE: 'SmallHotel',
+      cte.RETIREMENT_HOME_OR_ORPHANAGE: 'SmallHotel',
-    cte.COMMERCIAL: 'RetailStripmall',
+      cte.COMMERCIAL: 'RetailStripmall',
-    cte.STRIP_MALL: 'RetailStripmall',
+      cte.STRIP_MALL: 'RetailStripmall',
-    cte.SUPERMARKET: 'RetailStripmall',
+      cte.SUPERMARKET: 'RetailStripmall',
-    cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD: 'RetailStandalone',
+      cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD: 'RetailStandalone',
-    cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD: 'RetailStandalone',
+      cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD: 'RetailStandalone',
-    cte.RESTAURANT: 'FullServiceRestaurant',
+      cte.RESTAURANT: 'FullServiceRestaurant',
-    cte.QUICK_SERVICE_RESTAURANT: 'QuickServiceRestaurant',
+      cte.QUICK_SERVICE_RESTAURANT: 'QuickServiceRestaurant',
-    cte.FULL_SERVICE_RESTAURANT: 'FullServiceRestaurant',
+      cte.FULL_SERVICE_RESTAURANT: 'FullServiceRestaurant',
-    cte.HOTEL: 'SmallHotel',
+      cte.HOTEL: 'SmallHotel',
-    cte.HOTEL_MEDIUM_CLASS: 'SmallHotel',
+      cte.HOTEL_MEDIUM_CLASS: 'SmallHotel',
-    cte.SMALL_HOTEL: 'SmallHotel',
+      cte.SMALL_HOTEL: 'SmallHotel',
-    cte.LARGE_HOTEL: 'LargeHotel',
+      cte.LARGE_HOTEL: 'LargeHotel',
-    cte.DORMITORY: 'SmallHotel',
+      cte.DORMITORY: 'SmallHotel',
-    cte.EVENT_LOCATION: 'n/a',
+      cte.EVENT_LOCATION: 'n/a',
-    cte.CONVENTION_CENTER: 'n/a',
+      cte.CONVENTION_CENTER: 'n/a',
-    cte.HALL: 'n/a',
+      cte.HALL: 'n/a',
-    cte.GREEN_HOUSE: 'n/a',
+      cte.GREEN_HOUSE: 'n/a',
-    cte.INDUSTRY: 'n/a',
+      cte.INDUSTRY: 'n/a',
-    cte.WORKSHOP: 'n/a',
+      cte.WORKSHOP: 'n/a',
-    cte.WAREHOUSE: 'Warehouse',
+      cte.WAREHOUSE: 'Warehouse',
-    cte.WAREHOUSE_REFRIGERATED: 'Warehouse',
+      cte.WAREHOUSE_REFRIGERATED: 'Warehouse',
-    cte.SPORTS_LOCATION: 'n/a',
+      cte.SPORTS_LOCATION: 'n/a',
-    cte.SPORTS_ARENA: 'n/a',
+      cte.SPORTS_ARENA: 'n/a',
-    cte.GYMNASIUM: 'n/a',
+      cte.GYMNASIUM: 'n/a',
-    cte.MOTION_PICTURE_THEATRE: 'n/a',
+      cte.MOTION_PICTURE_THEATRE: 'n/a',
-    cte.MUSEUM: 'n/a',
+      cte.MUSEUM: 'n/a',
-    cte.PERFORMING_ARTS_THEATRE: 'n/a',
+      cte.PERFORMING_ARTS_THEATRE: 'n/a',
-    cte.TRANSPORTATION: 'n/a',
+      cte.TRANSPORTATION: 'n/a',
-    cte.AUTOMOTIVE_FACILITY: 'n/a',
+      cte.AUTOMOTIVE_FACILITY: 'n/a',
-    cte.PARKING_GARAGE: 'n/a',
+      cte.PARKING_GARAGE: 'n/a',
-    cte.RELIGIOUS: 'n/a',
+      cte.RELIGIOUS: 'n/a',
-    cte.NON_HEATED: 'n/a'
+      cte.NON_HEATED: 'n/a'
-  }
+    }
 
   @property
   def dictionary(self) -> dict:

hub/helpers/data/hub_function_to_nrel_construction_function.py

@@ -12,66 +12,66 @@ class HubFunctionToNrelConstructionFunction:
 
   def __init__(self):
     self._dictionary = {
-    cte.RESIDENTIAL: 'residential',
+      cte.RESIDENTIAL: 'residential',
-    cte.SINGLE_FAMILY_HOUSE: 'residential',
+      cte.SINGLE_FAMILY_HOUSE: 'residential',
-    cte.MULTI_FAMILY_HOUSE: 'midrise apartment',
+      cte.MULTI_FAMILY_HOUSE: 'midrise apartment',
-    cte.ROW_HOUSE: 'midrise apartment',
+      cte.ROW_HOUSE: 'midrise apartment',
-    cte.MID_RISE_APARTMENT: 'midrise apartment',
+      cte.MID_RISE_APARTMENT: 'midrise apartment',
-    cte.HIGH_RISE_APARTMENT: 'high-rise apartment',
+      cte.HIGH_RISE_APARTMENT: 'high-rise apartment',
-    cte.OFFICE_AND_ADMINISTRATION: 'medium office',
+      cte.OFFICE_AND_ADMINISTRATION: 'medium office',
-    cte.SMALL_OFFICE: 'small office',
+      cte.SMALL_OFFICE: 'small office',
-    cte.MEDIUM_OFFICE: 'medium office',
+      cte.MEDIUM_OFFICE: 'medium office',
-    cte.LARGE_OFFICE: 'large office',
+      cte.LARGE_OFFICE: 'large office',
-    cte.COURTHOUSE: 'medium office',
+      cte.COURTHOUSE: 'medium office',
-    cte.FIRE_STATION: 'n/a',
+      cte.FIRE_STATION: 'n/a',
-    cte.PENITENTIARY: 'large hotel',
+      cte.PENITENTIARY: 'large hotel',
-    cte.POLICE_STATION: 'n/a',
+      cte.POLICE_STATION: 'n/a',
-    cte.POST_OFFICE: 'medium office',
+      cte.POST_OFFICE: 'medium office',
-    cte.LIBRARY: 'medium office',
+      cte.LIBRARY: 'medium office',
-    cte.EDUCATION: 'secondary school',
+      cte.EDUCATION: 'secondary school',
-    cte.PRIMARY_SCHOOL: 'primary school',
+      cte.PRIMARY_SCHOOL: 'primary school',
-    cte.PRIMARY_SCHOOL_WITH_SHOWER: 'primary school',
+      cte.PRIMARY_SCHOOL_WITH_SHOWER: 'primary school',
-    cte.SECONDARY_SCHOOL: 'secondary school',
+      cte.SECONDARY_SCHOOL: 'secondary school',
-    cte.UNIVERSITY: 'secondary school',
+      cte.UNIVERSITY: 'secondary school',
-    cte.LABORATORY_AND_RESEARCH_CENTER: 'secondary school',
+      cte.LABORATORY_AND_RESEARCH_CENTER: 'secondary school',
-    cte.STAND_ALONE_RETAIL: 'stand-alone retail',
+      cte.STAND_ALONE_RETAIL: 'stand-alone retail',
-    cte.HOSPITAL: 'hospital',
+      cte.HOSPITAL: 'hospital',
-    cte.OUT_PATIENT_HEALTH_CARE: 'outpatient healthcare',
+      cte.OUT_PATIENT_HEALTH_CARE: 'outpatient healthcare',
-    cte.HEALTH_CARE: 'outpatient healthcare',
+      cte.HEALTH_CARE: 'outpatient healthcare',
-    cte.RETIREMENT_HOME_OR_ORPHANAGE: 'small hotel',
+      cte.RETIREMENT_HOME_OR_ORPHANAGE: 'small hotel',
-    cte.COMMERCIAL: 'strip mall',
+      cte.COMMERCIAL: 'strip mall',
-    cte.STRIP_MALL: 'strip mall',
+      cte.STRIP_MALL: 'strip mall',
-    cte.SUPERMARKET: 'supermarket',
+      cte.SUPERMARKET: 'supermarket',
-    cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD: 'stand-alone retail',
+      cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD: 'stand-alone retail',
-    cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD: 'stand-alone retail',
+      cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD: 'stand-alone retail',
-    cte.RESTAURANT: 'full service restaurant',
+      cte.RESTAURANT: 'full service restaurant',
-    cte.QUICK_SERVICE_RESTAURANT: 'quick service restaurant',
+      cte.QUICK_SERVICE_RESTAURANT: 'quick service restaurant',
-    cte.FULL_SERVICE_RESTAURANT: 'full service restaurant',
+      cte.FULL_SERVICE_RESTAURANT: 'full service restaurant',
-    cte.HOTEL: 'small hotel',
+      cte.HOTEL: 'small hotel',
-    cte.HOTEL_MEDIUM_CLASS: 'small hotel',
+      cte.HOTEL_MEDIUM_CLASS: 'small hotel',
-    cte.SMALL_HOTEL: 'small hotel',
+      cte.SMALL_HOTEL: 'small hotel',
-    cte.LARGE_HOTEL: 'large hotel',
+      cte.LARGE_HOTEL: 'large hotel',
-    cte.DORMITORY: 'small hotel',
+      cte.DORMITORY: 'small hotel',
-    cte.EVENT_LOCATION: 'n/a',
+      cte.EVENT_LOCATION: 'n/a',
-    cte.CONVENTION_CENTER: 'n/a',
+      cte.CONVENTION_CENTER: 'n/a',
-    cte.HALL: 'n/a',
+      cte.HALL: 'n/a',
-    cte.GREEN_HOUSE: 'n/a',
+      cte.GREEN_HOUSE: 'n/a',
-    cte.INDUSTRY: 'n/a',
+      cte.INDUSTRY: 'n/a',
-    cte.WORKSHOP: 'n/a',
+      cte.WORKSHOP: 'n/a',
-    cte.WAREHOUSE: 'warehouse',
+      cte.WAREHOUSE: 'warehouse',
-    cte.WAREHOUSE_REFRIGERATED: 'warehouse',
+      cte.WAREHOUSE_REFRIGERATED: 'warehouse',
-    cte.SPORTS_LOCATION: 'n/a',
+      cte.SPORTS_LOCATION: 'n/a',
-    cte.SPORTS_ARENA: 'n/a',
+      cte.SPORTS_ARENA: 'n/a',
-    cte.GYMNASIUM: 'n/a',
+      cte.GYMNASIUM: 'n/a',
-    cte.MOTION_PICTURE_THEATRE: 'n/a',
+      cte.MOTION_PICTURE_THEATRE: 'n/a',
-    cte.MUSEUM: 'n/a',
+      cte.MUSEUM: 'n/a',
-    cte.PERFORMING_ARTS_THEATRE: 'n/a',
+      cte.PERFORMING_ARTS_THEATRE: 'n/a',
-    cte.TRANSPORTATION: 'n/a',
+      cte.TRANSPORTATION: 'n/a',
-    cte.AUTOMOTIVE_FACILITY: 'n/aquebec_to_hub',
+      cte.AUTOMOTIVE_FACILITY: 'n/aquebec_to_hub',
-    cte.PARKING_GARAGE: 'n/a',
+      cte.PARKING_GARAGE: 'n/a',
-    cte.RELIGIOUS: 'n/a',
+      cte.RELIGIOUS: 'n/a',
-    cte.NON_HEATED: 'n/a'
+      cte.NON_HEATED: 'n/a'
-  }
+    }
 
   @property
   def dictionary(self) -> dict:

hub/helpers/data/hub_usage_to_comnet_usage.py

@@ -12,66 +12,66 @@ class HubUsageToComnetUsage:
 
   def __init__(self):
     self._dictionary = {
-    cte.RESIDENTIAL: 'BA Multifamily',
+      cte.RESIDENTIAL: 'BA Multifamily',
-    cte.SINGLE_FAMILY_HOUSE: 'BA Multifamily',
+      cte.SINGLE_FAMILY_HOUSE: 'BA Multifamily',
-    cte.MULTI_FAMILY_HOUSE: 'BA Multifamily',
+      cte.MULTI_FAMILY_HOUSE: 'BA Multifamily',
-    cte.ROW_HOUSE: 'BA Multifamily',
+      cte.ROW_HOUSE: 'BA Multifamily',
-    cte.MID_RISE_APARTMENT: 'BA Multifamily',
+      cte.MID_RISE_APARTMENT: 'BA Multifamily',
-    cte.HIGH_RISE_APARTMENT: 'BA Multifamily',
+      cte.HIGH_RISE_APARTMENT: 'BA Multifamily',
-    cte.OFFICE_AND_ADMINISTRATION: 'BA Office',
+      cte.OFFICE_AND_ADMINISTRATION: 'BA Office',
-    cte.SMALL_OFFICE: 'BA Office',
+      cte.SMALL_OFFICE: 'BA Office',
-    cte.MEDIUM_OFFICE: 'BA Office',
+      cte.MEDIUM_OFFICE: 'BA Office',
-    cte.LARGE_OFFICE: 'BA Office',
+      cte.LARGE_OFFICE: 'BA Office',
-    cte.COURTHOUSE: 'BA Courthouse',
+      cte.COURTHOUSE: 'BA Courthouse',
-    cte.FIRE_STATION: 'BA Fire Station',
+      cte.FIRE_STATION: 'BA Fire Station',
-    cte.PENITENTIARY: 'BA Penitentiary',
+      cte.PENITENTIARY: 'BA Penitentiary',
-    cte.POLICE_STATION: 'BA Police Station',
+      cte.POLICE_STATION: 'BA Police Station',
-    cte.POST_OFFICE: 'BA Post Office',
+      cte.POST_OFFICE: 'BA Post Office',
-    cte.LIBRARY: 'BA Library',
+      cte.LIBRARY: 'BA Library',
-    cte.EDUCATION: 'BA School/University',
+      cte.EDUCATION: 'BA School/University',
-    cte.PRIMARY_SCHOOL: 'BA School/University',
+      cte.PRIMARY_SCHOOL: 'BA School/University',
-    cte.PRIMARY_SCHOOL_WITH_SHOWER: 'BA School/University',
+      cte.PRIMARY_SCHOOL_WITH_SHOWER: 'BA School/University',
-    cte.SECONDARY_SCHOOL: 'BA School/University',
+      cte.SECONDARY_SCHOOL: 'BA School/University',
-    cte.UNIVERSITY: 'BA School/University',
+      cte.UNIVERSITY: 'BA School/University',
-    cte.LABORATORY_AND_RESEARCH_CENTER: 'BA School/University',
+      cte.LABORATORY_AND_RESEARCH_CENTER: 'BA School/University',
-    cte.STAND_ALONE_RETAIL: 'BA Retail',
+      cte.STAND_ALONE_RETAIL: 'BA Retail',
-    cte.HOSPITAL: 'BA Hospital',
+      cte.HOSPITAL: 'BA Hospital',
-    cte.OUT_PATIENT_HEALTH_CARE: 'BA Healthcare Clinic',
+      cte.OUT_PATIENT_HEALTH_CARE: 'BA Healthcare Clinic',
-    cte.HEALTH_CARE: 'BA Healthcare Clinic',
+      cte.HEALTH_CARE: 'BA Healthcare Clinic',
-    cte.RETIREMENT_HOME_OR_ORPHANAGE: 'BA Healthcare Clinic',
+      cte.RETIREMENT_HOME_OR_ORPHANAGE: 'BA Healthcare Clinic',
-    cte.COMMERCIAL: 'BA Retail',
+      cte.COMMERCIAL: 'BA Retail',
-    cte.STRIP_MALL: 'BA Retail',
+      cte.STRIP_MALL: 'BA Retail',
-    cte.SUPERMARKET: 'BA Retail',
+      cte.SUPERMARKET: 'BA Retail',
-    cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD: 'BA Retail',
+      cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD: 'BA Retail',
-    cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD: 'BA Retail',
+      cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD: 'BA Retail',
-    cte.RESTAURANT: 'BA Dining: Bar Lounge/Leisure',
+      cte.RESTAURANT: 'BA Dining: Bar Lounge/Leisure',
-    cte.QUICK_SERVICE_RESTAURANT: 'BA Dining: Cafeteria/Fast Food',
+      cte.QUICK_SERVICE_RESTAURANT: 'BA Dining: Cafeteria/Fast Food',
-    cte.FULL_SERVICE_RESTAURANT: 'BA Dining: Bar Lounge/Leisure',
+      cte.FULL_SERVICE_RESTAURANT: 'BA Dining: Bar Lounge/Leisure',
-    cte.HOTEL: 'BA Hotel',
+      cte.HOTEL: 'BA Hotel',
-    cte.HOTEL_MEDIUM_CLASS: 'BA Motel',
+      cte.HOTEL_MEDIUM_CLASS: 'BA Motel',
-    cte.SMALL_HOTEL: 'BA Motel',
+      cte.SMALL_HOTEL: 'BA Motel',
-    cte.LARGE_HOTEL: 'BA Hotel',
+      cte.LARGE_HOTEL: 'BA Hotel',
-    cte.DORMITORY: 'BA Dormitory',
+      cte.DORMITORY: 'BA Dormitory',
-    cte.EVENT_LOCATION: 'BA Convention Center',
+      cte.EVENT_LOCATION: 'BA Convention Center',
-    cte.CONVENTION_CENTER: 'BA Convention Center',
+      cte.CONVENTION_CENTER: 'BA Convention Center',
-    cte.HALL: 'BA Town Hall',
+      cte.HALL: 'BA Town Hall',
-    cte.GREEN_HOUSE: 'n/a',
+      cte.GREEN_HOUSE: 'n/a',
-    cte.INDUSTRY: 'BA Manufacturing Facility',
+      cte.INDUSTRY: 'BA Manufacturing Facility',
-    cte.WORKSHOP: 'BA Workshop',
+      cte.WORKSHOP: 'BA Workshop',
-    cte.WAREHOUSE: 'BA Warehouse',
+      cte.WAREHOUSE: 'BA Warehouse',
-    cte.WAREHOUSE_REFRIGERATED: 'BA Warehouse',
+      cte.WAREHOUSE_REFRIGERATED: 'BA Warehouse',
-    cte.SPORTS_LOCATION: 'BA Exercise Center',
+      cte.SPORTS_LOCATION: 'BA Exercise Center',
-    cte.SPORTS_ARENA: 'BA Sports Arena',
+      cte.SPORTS_ARENA: 'BA Sports Arena',
-    cte.GYMNASIUM: 'BA Gymnasium',
+      cte.GYMNASIUM: 'BA Gymnasium',
-    cte.MOTION_PICTURE_THEATRE: 'BA Motion Picture Theater',
+      cte.MOTION_PICTURE_THEATRE: 'BA Motion Picture Theater',
-    cte.MUSEUM: 'BA Museum',
+      cte.MUSEUM: 'BA Museum',
-    cte.PERFORMING_ARTS_THEATRE: 'BA Performing Arts Theater',
+      cte.PERFORMING_ARTS_THEATRE: 'BA Performing Arts Theater',
-    cte.TRANSPORTATION: 'BA Transportation',
+      cte.TRANSPORTATION: 'BA Transportation',
-    cte.AUTOMOTIVE_FACILITY: 'BA Automotive Facility',
+      cte.AUTOMOTIVE_FACILITY: 'BA Automotive Facility',
-    cte.PARKING_GARAGE: 'BA Parking Garage',
+      cte.PARKING_GARAGE: 'BA Parking Garage',
-    cte.RELIGIOUS: 'BA Religious Building',
+      cte.RELIGIOUS: 'BA Religious Building',
-    cte.NON_HEATED: 'n/a'
+      cte.NON_HEATED: 'n/a'
-  }
+    }
 
   @property
   def dictionary(self) -> dict:

hub/helpers/data/hub_usage_to_hft_usage.py

@@ -12,66 +12,66 @@ class HubUsageToHftUsage:
 
   def __init__(self):
     self._dictionary = {
-    cte.RESIDENTIAL: 'residential',
+      cte.RESIDENTIAL: 'residential',
-    cte.SINGLE_FAMILY_HOUSE: 'single family house',
+      cte.SINGLE_FAMILY_HOUSE: 'single family house',
-    cte.MULTI_FAMILY_HOUSE: 'multifamily house',
+      cte.MULTI_FAMILY_HOUSE: 'multifamily house',
-    cte.ROW_HOUSE: 'single family house',
+      cte.ROW_HOUSE: 'single family house',
-    cte.MID_RISE_APARTMENT: 'multifamily house',
+      cte.MID_RISE_APARTMENT: 'multifamily house',
-    cte.HIGH_RISE_APARTMENT: 'multifamily house',
+      cte.HIGH_RISE_APARTMENT: 'multifamily house',
-    cte.OFFICE_AND_ADMINISTRATION: 'office and administration',
+      cte.OFFICE_AND_ADMINISTRATION: 'office and administration',
-    cte.SMALL_OFFICE: 'office and administration',
+      cte.SMALL_OFFICE: 'office and administration',
-    cte.MEDIUM_OFFICE: 'office and administration',
+      cte.MEDIUM_OFFICE: 'office and administration',
-    cte.LARGE_OFFICE: 'office and administration',
+      cte.LARGE_OFFICE: 'office and administration',
-    cte.COURTHOUSE: 'office and administration',
+      cte.COURTHOUSE: 'office and administration',
-    cte.FIRE_STATION: 'office and administration',
+      cte.FIRE_STATION: 'office and administration',
-    cte.PENITENTIARY: 'school with shower',
+      cte.PENITENTIARY: 'school with shower',
-    cte.POLICE_STATION: 'office and administration',
+      cte.POLICE_STATION: 'office and administration',
-    cte.POST_OFFICE: 'office and administration',
+      cte.POST_OFFICE: 'office and administration',
-    cte.LIBRARY: 'office and administration',
+      cte.LIBRARY: 'office and administration',
-    cte.EDUCATION: 'education',
+      cte.EDUCATION: 'education',
-    cte.PRIMARY_SCHOOL: 'school without shower',
+      cte.PRIMARY_SCHOOL: 'school without shower',
-    cte.PRIMARY_SCHOOL_WITH_SHOWER: 'school with shower',
+      cte.PRIMARY_SCHOOL_WITH_SHOWER: 'school with shower',
-    cte.SECONDARY_SCHOOL: 'education',
+      cte.SECONDARY_SCHOOL: 'education',
-    cte.UNIVERSITY: 'education',
+      cte.UNIVERSITY: 'education',
-    cte.LABORATORY_AND_RESEARCH_CENTER: 'laboratory and research centers',
+      cte.LABORATORY_AND_RESEARCH_CENTER: 'laboratory and research centers',
-    cte.STAND_ALONE_RETAIL: 'retail',
+      cte.STAND_ALONE_RETAIL: 'retail',
-    cte.HOSPITAL: 'health care',
+      cte.HOSPITAL: 'health care',
-    cte.OUT_PATIENT_HEALTH_CARE: 'health care',
+      cte.OUT_PATIENT_HEALTH_CARE: 'health care',
-    cte.HEALTH_CARE: 'health care',
+      cte.HEALTH_CARE: 'health care',
-    cte.RETIREMENT_HOME_OR_ORPHANAGE: 'Home for the aged or orphanage',
+      cte.RETIREMENT_HOME_OR_ORPHANAGE: 'Home for the aged or orphanage',
-    cte.COMMERCIAL: 'retail',
+      cte.COMMERCIAL: 'retail',
-    cte.STRIP_MALL: 'retail',
+      cte.STRIP_MALL: 'retail',
-    cte.SUPERMARKET: 'retail shop / refrigerated food',
+      cte.SUPERMARKET: 'retail shop / refrigerated food',
-    cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD: 'retail',
+      cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD: 'retail',
-    cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD: 'retail shop / refrigerated food',
+      cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD: 'retail shop / refrigerated food',
-    cte.RESTAURANT: 'restaurant',
+      cte.RESTAURANT: 'restaurant',
-    cte.QUICK_SERVICE_RESTAURANT: 'restaurant',
+      cte.QUICK_SERVICE_RESTAURANT: 'restaurant',
-    cte.FULL_SERVICE_RESTAURANT: 'restaurant',
+      cte.FULL_SERVICE_RESTAURANT: 'restaurant',
-    cte.HOTEL: 'hotel',
+      cte.HOTEL: 'hotel',
-    cte.HOTEL_MEDIUM_CLASS: 'hotel (Medium-class)',
+      cte.HOTEL_MEDIUM_CLASS: 'hotel (Medium-class)',
-    cte.SMALL_HOTEL: 'hotel',
+      cte.SMALL_HOTEL: 'hotel',
-    cte.LARGE_HOTEL: 'hotel',
+      cte.LARGE_HOTEL: 'hotel',
-    cte.DORMITORY: 'dormitory',
+      cte.DORMITORY: 'dormitory',
-    cte.EVENT_LOCATION: 'event location',
+      cte.EVENT_LOCATION: 'event location',
-    cte.CONVENTION_CENTER: 'event location',
+      cte.CONVENTION_CENTER: 'event location',
-    cte.HALL: 'hall',
+      cte.HALL: 'hall',
-    cte.GREEN_HOUSE: 'green house',
+      cte.GREEN_HOUSE: 'green house',
-    cte.INDUSTRY: 'industry',
+      cte.INDUSTRY: 'industry',
-    cte.WORKSHOP: 'industry',
+      cte.WORKSHOP: 'industry',
-    cte.WAREHOUSE: 'industry',
+      cte.WAREHOUSE: 'industry',
-    cte.WAREHOUSE_REFRIGERATED: 'industry',
+      cte.WAREHOUSE_REFRIGERATED: 'industry',
-    cte.SPORTS_LOCATION: 'sport location',
+      cte.SPORTS_LOCATION: 'sport location',
-    cte.SPORTS_ARENA: 'sport location',
+      cte.SPORTS_ARENA: 'sport location',
-    cte.GYMNASIUM: 'sport location',
+      cte.GYMNASIUM: 'sport location',
-    cte.MOTION_PICTURE_THEATRE: 'event location',
+      cte.MOTION_PICTURE_THEATRE: 'event location',
-    cte.MUSEUM: 'event location',
+      cte.MUSEUM: 'event location',
-    cte.PERFORMING_ARTS_THEATRE: 'event location',
+      cte.PERFORMING_ARTS_THEATRE: 'event location',
-    cte.TRANSPORTATION: 'n/a',
+      cte.TRANSPORTATION: 'n/a',
-    cte.AUTOMOTIVE_FACILITY: 'n/a',
+      cte.AUTOMOTIVE_FACILITY: 'n/a',
-    cte.PARKING_GARAGE: 'n/a',
+      cte.PARKING_GARAGE: 'n/a',
-    cte.RELIGIOUS: 'event location',
+      cte.RELIGIOUS: 'event location',
-    cte.NON_HEATED: 'non-heated'
+      cte.NON_HEATED: 'non-heated'
-  }
+    }
 
   @property
   def dictionary(self) -> dict:

hub/helpers/data/hub_usage_to_nrcan_usage.py

@@ -12,66 +12,66 @@ class HubUsageToNrcanUsage:
 
   def __init__(self):
     self._dictionary = {
-    cte.RESIDENTIAL: 'Multi-unit residential building',
+      cte.RESIDENTIAL: 'Multi-unit residential building',
-    cte.SINGLE_FAMILY_HOUSE: 'Multi-unit residential building',
+      cte.SINGLE_FAMILY_HOUSE: 'Multi-unit residential building',
-    cte.MULTI_FAMILY_HOUSE: 'Multi-unit residential building',
+      cte.MULTI_FAMILY_HOUSE: 'Multi-unit residential building',
-    cte.ROW_HOUSE: 'Multi-unit residential building',
+      cte.ROW_HOUSE: 'Multi-unit residential building',
-    cte.MID_RISE_APARTMENT: 'Multi-unit residential building',
+      cte.MID_RISE_APARTMENT: 'Multi-unit residential building',
-    cte.HIGH_RISE_APARTMENT: 'Multi-unit residential building',
+      cte.HIGH_RISE_APARTMENT: 'Multi-unit residential building',
-    cte.OFFICE_AND_ADMINISTRATION: 'Office',
+      cte.OFFICE_AND_ADMINISTRATION: 'Office',
-    cte.SMALL_OFFICE: 'Office',
+      cte.SMALL_OFFICE: 'Office',
-    cte.MEDIUM_OFFICE: 'Office',
+      cte.MEDIUM_OFFICE: 'Office',
-    cte.LARGE_OFFICE: 'Office',
+      cte.LARGE_OFFICE: 'Office',
-    cte.COURTHOUSE: 'Courthouse',
+      cte.COURTHOUSE: 'Courthouse',
-    cte.FIRE_STATION: 'Fire station',
+      cte.FIRE_STATION: 'Fire station',
-    cte.PENITENTIARY: 'Penitentiary',
+      cte.PENITENTIARY: 'Penitentiary',
-    cte.POLICE_STATION: 'Police station',
+      cte.POLICE_STATION: 'Police station',
-    cte.POST_OFFICE: 'Post office',
+      cte.POST_OFFICE: 'Post office',
-    cte.LIBRARY: 'Library',
+      cte.LIBRARY: 'Library',
-    cte.EDUCATION: 'School/university',
+      cte.EDUCATION: 'School/university',
-    cte.PRIMARY_SCHOOL: 'School/university',
+      cte.PRIMARY_SCHOOL: 'School/university',
-    cte.PRIMARY_SCHOOL_WITH_SHOWER: 'School/university',
+      cte.PRIMARY_SCHOOL_WITH_SHOWER: 'School/university',
-    cte.SECONDARY_SCHOOL: 'School/university',
+      cte.SECONDARY_SCHOOL: 'School/university',
-    cte.UNIVERSITY: 'School/university',
+      cte.UNIVERSITY: 'School/university',
-    cte.LABORATORY_AND_RESEARCH_CENTER: 'School/university',
+      cte.LABORATORY_AND_RESEARCH_CENTER: 'School/university',
-    cte.STAND_ALONE_RETAIL: 'Retail',
+      cte.STAND_ALONE_RETAIL: 'Retail area',
-    cte.HOSPITAL: 'Hospital',
+      cte.HOSPITAL: 'Hospital',
-    cte.OUT_PATIENT_HEALTH_CARE: 'Health-care clinic',
+      cte.OUT_PATIENT_HEALTH_CARE: 'Health-care clinic',
-    cte.HEALTH_CARE: 'Health-care clinic',
+      cte.HEALTH_CARE: 'Health-care clinic',
-    cte.RETIREMENT_HOME_OR_ORPHANAGE: 'Health-care clinic',
+      cte.RETIREMENT_HOME_OR_ORPHANAGE: 'Health-care clinic',
-    cte.COMMERCIAL: 'Retail',
+      cte.COMMERCIAL: 'Retail area',
-    cte.STRIP_MALL: 'Retail',
+      cte.STRIP_MALL: 'Retail area',
-    cte.SUPERMARKET: 'Retail',
+      cte.SUPERMARKET: 'Retail area',
-    cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD: 'Retail',
+      cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD: 'Retail area',
-    cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD: 'Retail',
+      cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD: 'Retail area',
-    cte.RESTAURANT: 'Dining - bar/lounge',
+      cte.RESTAURANT: 'Dining - bar/lounge',
-    cte.QUICK_SERVICE_RESTAURANT: 'Dining - cafeteria',
+      cte.QUICK_SERVICE_RESTAURANT: 'Dining - cafeteria',
-    cte.FULL_SERVICE_RESTAURANT: 'Dining - bar/lounge',
+      cte.FULL_SERVICE_RESTAURANT: 'Dining - bar/lounge',
-    cte.HOTEL: 'Hotel',
+      cte.HOTEL: 'Hotel',
-    cte.HOTEL_MEDIUM_CLASS: 'Motel',
+      cte.HOTEL_MEDIUM_CLASS: 'Motel',
-    cte.SMALL_HOTEL: 'Motel',
+      cte.SMALL_HOTEL: 'Motel',
-    cte.LARGE_HOTEL: 'Hotel',
+      cte.LARGE_HOTEL: 'Hotel',
-    cte.DORMITORY: 'Dormitory',
+      cte.DORMITORY: 'Dormitory',
-    cte.EVENT_LOCATION: 'Convention centre',
+      cte.EVENT_LOCATION: 'Convention centre',
-    cte.CONVENTION_CENTER: 'Convention centre',
+      cte.CONVENTION_CENTER: 'Convention centre',
-    cte.HALL: 'Town hall',
+      cte.HALL: 'Town hall',
-    cte.GREEN_HOUSE: 'n/a',
+      cte.GREEN_HOUSE: 'n/a',
-    cte.INDUSTRY: 'Manufacturing facility',
+      cte.INDUSTRY: 'Manufacturing facility',
-    cte.WORKSHOP: 'Workshop',
+      cte.WORKSHOP: 'Workshop',
-    cte.WAREHOUSE: 'Warehouse',
+      cte.WAREHOUSE: 'Warehouse',
-    cte.WAREHOUSE_REFRIGERATED: 'Warehouse - refrigerated',
+      cte.WAREHOUSE_REFRIGERATED: 'Warehouse - refrigerated',
-    cte.SPORTS_LOCATION: 'Exercise centre',
+      cte.SPORTS_LOCATION: 'Exercise centre',
-    cte.SPORTS_ARENA: 'Sports arena',
+      cte.SPORTS_ARENA: 'Sports arena',
-    cte.GYMNASIUM: 'Gymnasium',
+      cte.GYMNASIUM: 'Gymnasium',
-    cte.MOTION_PICTURE_THEATRE: 'Motion picture theatre',
+      cte.MOTION_PICTURE_THEATRE: 'Motion picture theatre',
-    cte.MUSEUM: 'Museum',
+      cte.MUSEUM: 'Museum',
-    cte.PERFORMING_ARTS_THEATRE: 'Performing arts theatre',
+      cte.PERFORMING_ARTS_THEATRE: 'Performing arts theatre',
-    cte.TRANSPORTATION: 'Transportation',
+      cte.TRANSPORTATION: 'Transportation',
-    cte.AUTOMOTIVE_FACILITY: 'Automotive facility',
+      cte.AUTOMOTIVE_FACILITY: 'Automotive facility',
-    cte.PARKING_GARAGE: 'Parking garage',
+      cte.PARKING_GARAGE: 'Parking garage',
-    cte.RELIGIOUS: 'Religious',
+      cte.RELIGIOUS: 'Religious',
-    cte.NON_HEATED: 'n/a'
+      cte.NON_HEATED: 'n/a'
-  }
+    }
 
   @property
   def dictionary(self) -> dict:

hub/helpers/data/pluto_function_to_hub_function.py

@@ -12,205 +12,205 @@ class PlutoFunctionToHubFunction:
 
   def __init__(self):
     self._dictionary = {
-    'A0': cte.SINGLE_FAMILY_HOUSE,
+      'A0': cte.SINGLE_FAMILY_HOUSE,
-    'A1': cte.SINGLE_FAMILY_HOUSE,
+      'A1': cte.SINGLE_FAMILY_HOUSE,
-    'A2': cte.SINGLE_FAMILY_HOUSE,
+      'A2': cte.SINGLE_FAMILY_HOUSE,
-    'A3': cte.SINGLE_FAMILY_HOUSE,
+      'A3': cte.SINGLE_FAMILY_HOUSE,
-    'A4': cte.SINGLE_FAMILY_HOUSE,
+      'A4': cte.SINGLE_FAMILY_HOUSE,
-    'A5': cte.SINGLE_FAMILY_HOUSE,
+      'A5': cte.SINGLE_FAMILY_HOUSE,
-    'A6': cte.SINGLE_FAMILY_HOUSE,
+      'A6': cte.SINGLE_FAMILY_HOUSE,
-    'A7': cte.SINGLE_FAMILY_HOUSE,
+      'A7': cte.SINGLE_FAMILY_HOUSE,
-    'A8': cte.SINGLE_FAMILY_HOUSE,
+      'A8': cte.SINGLE_FAMILY_HOUSE,
-    'A9': cte.SINGLE_FAMILY_HOUSE,
+      'A9': cte.SINGLE_FAMILY_HOUSE,
-    'B1': cte.MULTI_FAMILY_HOUSE,
+      'B1': cte.MULTI_FAMILY_HOUSE,
-    'B2': cte.MULTI_FAMILY_HOUSE,
+      'B2': cte.MULTI_FAMILY_HOUSE,
-    'B3': cte.MULTI_FAMILY_HOUSE,
+      'B3': cte.MULTI_FAMILY_HOUSE,
-    'B9': cte.MULTI_FAMILY_HOUSE,
+      'B9': cte.MULTI_FAMILY_HOUSE,
-    'C0': cte.RESIDENTIAL,
+      'C0': cte.RESIDENTIAL,
-    'C1': cte.RESIDENTIAL,
+      'C1': cte.RESIDENTIAL,
-    'C2': cte.RESIDENTIAL,
+      'C2': cte.RESIDENTIAL,
-    'C3': cte.RESIDENTIAL,
+      'C3': cte.RESIDENTIAL,
-    'C4': cte.RESIDENTIAL,
+      'C4': cte.RESIDENTIAL,
-    'C5': cte.RESIDENTIAL,
+      'C5': cte.RESIDENTIAL,
-    'C6': cte.RESIDENTIAL,
+      'C6': cte.RESIDENTIAL,
-    'C7': cte.RESIDENTIAL,
+      'C7': cte.RESIDENTIAL,
-    'C8': cte.RESIDENTIAL,
+      'C8': cte.RESIDENTIAL,
-    'C9': cte.RESIDENTIAL,
+      'C9': cte.RESIDENTIAL,
-    'D0': cte.RESIDENTIAL,
+      'D0': cte.RESIDENTIAL,
-    'D1': cte.RESIDENTIAL,
+      'D1': cte.RESIDENTIAL,
-    'D2': cte.RESIDENTIAL,
+      'D2': cte.RESIDENTIAL,
-    'D3': cte.RESIDENTIAL,
+      'D3': cte.RESIDENTIAL,
-    'D4': cte.RESIDENTIAL,
+      'D4': cte.RESIDENTIAL,
-    'D5': cte.RESIDENTIAL,
+      'D5': cte.RESIDENTIAL,
-    'D6': cte.RESIDENTIAL,
+      'D6': cte.RESIDENTIAL,
-    'D7': cte.RESIDENTIAL,
+      'D7': cte.RESIDENTIAL,
-    'D8': cte.RESIDENTIAL,
+      'D8': cte.RESIDENTIAL,
-    'D9': cte.RESIDENTIAL,
+      'D9': cte.RESIDENTIAL,
-    'E1': cte.WAREHOUSE,
+      'E1': cte.WAREHOUSE,
-    'E3': cte.WAREHOUSE,
+      'E3': cte.WAREHOUSE,
-    'E4': cte.WAREHOUSE,
+      'E4': cte.WAREHOUSE,
-    'E5': cte.WAREHOUSE,
+      'E5': cte.WAREHOUSE,
-    'E7': cte.WAREHOUSE,
+      'E7': cte.WAREHOUSE,
-    'E9': cte.WAREHOUSE,
+      'E9': cte.WAREHOUSE,
-    'F1': cte.WAREHOUSE,
+      'F1': cte.WAREHOUSE,
-    'F2': cte.WAREHOUSE,
+      'F2': cte.WAREHOUSE,
-    'F4': cte.WAREHOUSE,
+      'F4': cte.WAREHOUSE,
-    'F5': cte.WAREHOUSE,
+      'F5': cte.WAREHOUSE,
-    'F8': cte.WAREHOUSE,
+      'F8': cte.WAREHOUSE,
-    'F9': cte.WAREHOUSE,
+      'F9': cte.WAREHOUSE,
-    'G0': cte.SMALL_OFFICE,
+      'G0': cte.SMALL_OFFICE,
-    'G1': cte.SMALL_OFFICE,
+      'G1': cte.SMALL_OFFICE,
-    'G2': cte.SMALL_OFFICE,
+      'G2': cte.SMALL_OFFICE,
-    'G3': cte.SMALL_OFFICE,
+      'G3': cte.SMALL_OFFICE,
-    'G4': cte.SMALL_OFFICE,
+      'G4': cte.SMALL_OFFICE,
-    'G5': cte.SMALL_OFFICE,
+      'G5': cte.SMALL_OFFICE,
-    'G6': cte.SMALL_OFFICE,
+      'G6': cte.SMALL_OFFICE,
-    'G7': cte.SMALL_OFFICE,
+      'G7': cte.SMALL_OFFICE,
-    'G8': cte.SMALL_OFFICE,
+      'G8': cte.SMALL_OFFICE,
-    'G9': cte.SMALL_OFFICE,
+      'G9': cte.SMALL_OFFICE,
-    'H1': cte.HOTEL,
+      'H1': cte.HOTEL,
-    'H2': cte.HOTEL,
+      'H2': cte.HOTEL,
-    'H3': cte.HOTEL,
+      'H3': cte.HOTEL,
-    'H4': cte.HOTEL,
+      'H4': cte.HOTEL,
-    'H5': cte.HOTEL,
+      'H5': cte.HOTEL,
-    'H6': cte.HOTEL,
+      'H6': cte.HOTEL,
-    'H7': cte.HOTEL,
+      'H7': cte.HOTEL,
-    'H8': cte.HOTEL,
+      'H8': cte.HOTEL,
-    'H9': cte.HOTEL,
+      'H9': cte.HOTEL,
-    'HB': cte.HOTEL,
+      'HB': cte.HOTEL,
-    'HH': cte.HOTEL,
+      'HH': cte.HOTEL,
-    'HR': cte.HOTEL,
+      'HR': cte.HOTEL,
-    'HS': cte.HOTEL,
+      'HS': cte.HOTEL,
-    'I1': cte.HOSPITAL,
+      'I1': cte.HOSPITAL,
-    'I2': cte.OUT_PATIENT_HEALTH_CARE,
+      'I2': cte.OUT_PATIENT_HEALTH_CARE,
-    'I3': cte.OUT_PATIENT_HEALTH_CARE,
+      'I3': cte.OUT_PATIENT_HEALTH_CARE,
-    'I4': cte.RESIDENTIAL,
+      'I4': cte.RESIDENTIAL,
-    'I5': cte.OUT_PATIENT_HEALTH_CARE,
+      'I5': cte.OUT_PATIENT_HEALTH_CARE,
-    'I6': cte.OUT_PATIENT_HEALTH_CARE,
+      'I6': cte.OUT_PATIENT_HEALTH_CARE,
-    'I7': cte.OUT_PATIENT_HEALTH_CARE,
+      'I7': cte.OUT_PATIENT_HEALTH_CARE,
-    'I9': cte.OUT_PATIENT_HEALTH_CARE,
+      'I9': cte.OUT_PATIENT_HEALTH_CARE,
-    'J1': cte.LARGE_OFFICE,
+      'J1': cte.LARGE_OFFICE,
-    'J2': cte.LARGE_OFFICE,
+      'J2': cte.LARGE_OFFICE,
-    'J3': cte.LARGE_OFFICE,
+      'J3': cte.LARGE_OFFICE,
-    'J4': cte.LARGE_OFFICE,
+      'J4': cte.LARGE_OFFICE,
-    'J5': cte.LARGE_OFFICE,
+      'J5': cte.LARGE_OFFICE,
-    'J6': cte.LARGE_OFFICE,
+      'J6': cte.LARGE_OFFICE,
-    'J7': cte.LARGE_OFFICE,
+      'J7': cte.LARGE_OFFICE,
-    'J8': cte.LARGE_OFFICE,
+      'J8': cte.LARGE_OFFICE,
-    'J9': cte.LARGE_OFFICE,
+      'J9': cte.LARGE_OFFICE,
-    'K1': cte.STRIP_MALL,
+      'K1': cte.STRIP_MALL,
-    'K2': cte.STRIP_MALL,
+      'K2': cte.STRIP_MALL,
-    'K3': cte.STRIP_MALL,
+      'K3': cte.STRIP_MALL,
-    'K4': cte.RESIDENTIAL,
+      'K4': cte.RESIDENTIAL,
-    'K5': cte.RESTAURANT,
+      'K5': cte.RESTAURANT,
-    'K6': cte.SUPERMARKET,
+      'K6': cte.SUPERMARKET,
-    'K7': cte.SUPERMARKET,
+      'K7': cte.SUPERMARKET,
-    'K8': cte.SUPERMARKET,
+      'K8': cte.SUPERMARKET,
-    'K9': cte.SUPERMARKET,
+      'K9': cte.SUPERMARKET,
-    'L1': cte.RESIDENTIAL,
+      'L1': cte.RESIDENTIAL,
-    'L2': cte.RESIDENTIAL,
+      'L2': cte.RESIDENTIAL,
-    'L3': cte.RESIDENTIAL,
+      'L3': cte.RESIDENTIAL,
-    'L8': cte.RESIDENTIAL,
+      'L8': cte.RESIDENTIAL,
-    'L9': cte.RESIDENTIAL,
+      'L9': cte.RESIDENTIAL,
-    'M1': cte.LARGE_OFFICE,
+      'M1': cte.LARGE_OFFICE,
-    'M2': cte.LARGE_OFFICE,
+      'M2': cte.LARGE_OFFICE,
-    'M3': cte.LARGE_OFFICE,
+      'M3': cte.LARGE_OFFICE,
-    'M4': cte.LARGE_OFFICE,
+      'M4': cte.LARGE_OFFICE,
-    'M9': cte.LARGE_OFFICE,
+      'M9': cte.LARGE_OFFICE,
-    'N1': cte.RESIDENTIAL,
+      'N1': cte.RESIDENTIAL,
-    'N2': cte.RESIDENTIAL,
+      'N2': cte.RESIDENTIAL,
-    'N3': cte.RESIDENTIAL,
+      'N3': cte.RESIDENTIAL,
-    'N4': cte.RESIDENTIAL,
+      'N4': cte.RESIDENTIAL,
-    'N9': cte.RESIDENTIAL,
+      'N9': cte.RESIDENTIAL,
-    'O1': cte.SMALL_OFFICE,
+      'O1': cte.SMALL_OFFICE,
-    'O2': cte.SMALL_OFFICE,
+      'O2': cte.SMALL_OFFICE,
-    'O3': cte.SMALL_OFFICE,
+      'O3': cte.SMALL_OFFICE,
-    'O4': cte.SMALL_OFFICE,
+      'O4': cte.SMALL_OFFICE,
-    'O5': cte.SMALL_OFFICE,
+      'O5': cte.SMALL_OFFICE,
-    'O6': cte.SMALL_OFFICE,
+      'O6': cte.SMALL_OFFICE,
-    'O7': cte.SMALL_OFFICE,
+      'O7': cte.SMALL_OFFICE,
-    'O8': cte.SMALL_OFFICE,
+      'O8': cte.SMALL_OFFICE,
-    'O9': cte.SMALL_OFFICE,
+      'O9': cte.SMALL_OFFICE,
-    'P1': cte.LARGE_OFFICE,
+      'P1': cte.LARGE_OFFICE,
-    'P2': cte.HOTEL,
+      'P2': cte.HOTEL,
-    'P3': cte.SMALL_OFFICE,
+      'P3': cte.SMALL_OFFICE,
-    'P4': cte.SMALL_OFFICE,
+      'P4': cte.SMALL_OFFICE,
-    'P5': cte.SMALL_OFFICE,
+      'P5': cte.SMALL_OFFICE,
-    'P6': cte.SMALL_OFFICE,
+      'P6': cte.SMALL_OFFICE,
-    'P7': cte.LARGE_OFFICE,
+      'P7': cte.LARGE_OFFICE,
-    'P8': cte.LARGE_OFFICE,
+      'P8': cte.LARGE_OFFICE,
-    'P9': cte.SMALL_OFFICE,
+      'P9': cte.SMALL_OFFICE,
-    'Q0': cte.SMALL_OFFICE,
+      'Q0': cte.SMALL_OFFICE,
-    'Q1': cte.SMALL_OFFICE,
+      'Q1': cte.SMALL_OFFICE,
-    'Q2': cte.SMALL_OFFICE,
+      'Q2': cte.SMALL_OFFICE,
-    'Q3': cte.SMALL_OFFICE,
+      'Q3': cte.SMALL_OFFICE,
-    'Q4': cte.SMALL_OFFICE,
+      'Q4': cte.SMALL_OFFICE,
-    'Q5': cte.SMALL_OFFICE,
+      'Q5': cte.SMALL_OFFICE,
-    'Q6': cte.SMALL_OFFICE,
+      'Q6': cte.SMALL_OFFICE,
-    'Q7': cte.SMALL_OFFICE,
+      'Q7': cte.SMALL_OFFICE,
-    'Q8': cte.SMALL_OFFICE,
+      'Q8': cte.SMALL_OFFICE,
-    'Q9': cte.SMALL_OFFICE,
+      'Q9': cte.SMALL_OFFICE,
-    'R0': cte.RESIDENTIAL,
+      'R0': cte.RESIDENTIAL,
-    'R1': cte.RESIDENTIAL,
+      'R1': cte.RESIDENTIAL,
-    'R2': cte.RESIDENTIAL,
+      'R2': cte.RESIDENTIAL,
-    'R3': cte.RESIDENTIAL,
+      'R3': cte.RESIDENTIAL,
-    'R4': cte.RESIDENTIAL,
+      'R4': cte.RESIDENTIAL,
-    'R5': cte.RESIDENTIAL,
+      'R5': cte.RESIDENTIAL,
-    'R6': cte.RESIDENTIAL,
+      'R6': cte.RESIDENTIAL,
-    'R7': cte.RESIDENTIAL,
+      'R7': cte.RESIDENTIAL,
-    'R8': cte.RESIDENTIAL,
+      'R8': cte.RESIDENTIAL,
-    'R9': cte.RESIDENTIAL,
+      'R9': cte.RESIDENTIAL,
-    'RA': cte.RESIDENTIAL,
+      'RA': cte.RESIDENTIAL,
-    'RB': cte.RESIDENTIAL,
+      'RB': cte.RESIDENTIAL,
-    'RC': cte.RESIDENTIAL,
+      'RC': cte.RESIDENTIAL,
-    'RD': cte.RESIDENTIAL,
+      'RD': cte.RESIDENTIAL,
-    'RG': cte.RESIDENTIAL,
+      'RG': cte.RESIDENTIAL,
-    'RH': cte.RESIDENTIAL,
+      'RH': cte.RESIDENTIAL,
-    'RI': cte.RESIDENTIAL,
+      'RI': cte.RESIDENTIAL,
-    'RK': cte.RESIDENTIAL,
+      'RK': cte.RESIDENTIAL,
-    'RM': cte.RESIDENTIAL,
+      'RM': cte.RESIDENTIAL,
-    'RR': cte.RESIDENTIAL,
+      'RR': cte.RESIDENTIAL,
-    'RS': cte.RESIDENTIAL,
+      'RS': cte.RESIDENTIAL,
-    'RW': cte.RESIDENTIAL,
+      'RW': cte.RESIDENTIAL,
-    'RX': cte.RESIDENTIAL,
+      'RX': cte.RESIDENTIAL,
-    'RZ': cte.RESIDENTIAL,
+      'RZ': cte.RESIDENTIAL,
-    'S0': cte.RESIDENTIAL,
+      'S0': cte.RESIDENTIAL,
-    'S1': cte.RESIDENTIAL,
+      'S1': cte.RESIDENTIAL,
-    'S2': cte.RESIDENTIAL,
+      'S2': cte.RESIDENTIAL,
-    'S3': cte.RESIDENTIAL,
+      'S3': cte.RESIDENTIAL,
-    'S4': cte.RESIDENTIAL,
+      'S4': cte.RESIDENTIAL,
-    'S5': cte.RESIDENTIAL,
+      'S5': cte.RESIDENTIAL,
-    'S9': cte.RESIDENTIAL,
+      'S9': cte.RESIDENTIAL,
-    'U0': cte.WAREHOUSE,
+      'U0': cte.WAREHOUSE,
-    'U1': cte.WAREHOUSE,
+      'U1': cte.WAREHOUSE,
-    'U2': cte.WAREHOUSE,
+      'U2': cte.WAREHOUSE,
-    'U3': cte.WAREHOUSE,
+      'U3': cte.WAREHOUSE,
-    'U4': cte.WAREHOUSE,
+      'U4': cte.WAREHOUSE,
-    'U5': cte.WAREHOUSE,
+      'U5': cte.WAREHOUSE,
-    'U6': cte.WAREHOUSE,
+      'U6': cte.WAREHOUSE,
-    'U7': cte.WAREHOUSE,
+      'U7': cte.WAREHOUSE,
-    'U8': cte.WAREHOUSE,
+      'U8': cte.WAREHOUSE,
-    'U9': cte.WAREHOUSE,
+      'U9': cte.WAREHOUSE,
-    'W1': cte.PRIMARY_SCHOOL,
+      'W1': cte.PRIMARY_SCHOOL,
-    'W2': cte.PRIMARY_SCHOOL,
+      'W2': cte.PRIMARY_SCHOOL,
-    'W3': cte.SECONDARY_SCHOOL,
+      'W3': cte.SECONDARY_SCHOOL,
-    'W4': cte.EDUCATION,
+      'W4': cte.EDUCATION,
-    'W5': cte.SECONDARY_SCHOOL,
+      'W5': cte.SECONDARY_SCHOOL,
-    'W6': cte.SECONDARY_SCHOOL,
+      'W6': cte.SECONDARY_SCHOOL,
-    'W7': cte.SECONDARY_SCHOOL,
+      'W7': cte.SECONDARY_SCHOOL,
-    'W8': cte.PRIMARY_SCHOOL,
+      'W8': cte.PRIMARY_SCHOOL,
-    'W9': cte.SECONDARY_SCHOOL,
+      'W9': cte.SECONDARY_SCHOOL,
-    'Y1': cte.LARGE_OFFICE,
+      'Y1': cte.LARGE_OFFICE,
-    'Y2': cte.LARGE_OFFICE,
+      'Y2': cte.LARGE_OFFICE,
-    'Y3': cte.LARGE_OFFICE,
+      'Y3': cte.LARGE_OFFICE,
-    'Y4': cte.LARGE_OFFICE,
+      'Y4': cte.LARGE_OFFICE,
-    'Y5': cte.LARGE_OFFICE,
+      'Y5': cte.LARGE_OFFICE,
-    'Y6': cte.LARGE_OFFICE,
+      'Y6': cte.LARGE_OFFICE,
-    'Y7': cte.LARGE_OFFICE,
+      'Y7': cte.LARGE_OFFICE,
-    'Y8': cte.LARGE_OFFICE,
+      'Y8': cte.LARGE_OFFICE,
-    'Y9': cte.LARGE_OFFICE,
+      'Y9': cte.LARGE_OFFICE,
-    'Z1': cte.LARGE_OFFICE
+      'Z1': cte.LARGE_OFFICE
-  }
+    }
 
   @property
   def dictionary(self) -> dict:

hub/helpers/geometry_helper.py

@@ -16,6 +16,8 @@ from hub.city_model_structure.attributes.polygon import Polygon
 from hub.city_model_structure.attributes.polyhedron import Polyhedron
 from hub.helpers.location import Location
 
+from PIL import Image
+
 
 class MapPoint:
   def __init__(self, x, y):
@@ -63,7 +65,7 @@ class GeometryHelper:
     return MapPoint(((city.upper_corner[0] - coordinate[0]) * 0.5), ((city.upper_corner[1] - coordinate[1]) * 0.5))
 
   @staticmethod
-  def city_mapping(city, building_names=None):
+  def city_mapping(city, building_names=None, plot=False):
     """
 
     Returns a shared_information dictionary like
@@ -78,6 +80,8 @@ class GeometryHelper:
     y = int((city.upper_corner[1] - city.lower_corner[1]) * 0.5) + 1
     city_map = [['' for _ in range(y + 1)] for _ in range(x + 1)]
     map_info = [[{} for _ in range(y + 1)] for _ in range(x + 1)]
+    img = Image.new('RGB', (x + 1, y + 1), "black")  # create a new black image
+    city_image = img.load()  # create the pixel map
     for building_name in building_names:
       building = city.city_object(building_name)
       line = 0
@@ -103,13 +107,14 @@ class GeometryHelper:
                 'line_start': (coordinate[0], coordinate[1]),
                 'line_end': (next_coordinate[0], next_coordinate[1]),
               }
+              city_image[x, y] = (100, 0, 0)
             elif city_map[x][y] != building.name:
               neighbour = city.city_object(city_map[x][y])
               neighbour_info = map_info[x][y]
 
               # prepare the keys
-              neighbour_start_coordinate = f'{neighbour_info["line_start"][0]}_{neighbour_info["line_start"][1]}'
+              neighbour_start_coordinate = f'{GeometryHelper.coordinate_to_map_point(neighbour_info["line_start"], city)}'
-              building_start_coordinate = f'{coordinate[0]}_{coordinate[1]}'
+              building_start_coordinate = f'{GeometryHelper.coordinate_to_map_point(coordinate, city)}'
               neighbour_key = f'{neighbour.name}_{neighbour_start_coordinate}_{building_start_coordinate}'
               building_key = f'{building.name}_{building_start_coordinate}_{neighbour_start_coordinate}'
 
@@ -126,6 +131,10 @@ class GeometryHelper:
                   'line_end': (next_coordinate[0], next_coordinate[1]),
                   'neighbour_line_start': neighbour_info['line_start'],
                   'neighbour_line_end': neighbour_info['line_end'],
+                  'coordinate_start': f"{GeometryHelper.coordinate_to_map_point(coordinate, city)}",
+                  'coordinate_end': f"{GeometryHelper.coordinate_to_map_point(next_coordinate, city)}",
+                  'neighbour_start': f"{GeometryHelper.coordinate_to_map_point(neighbour_info['line_start'], city)}",
+                  'neighbour_end': f"{GeometryHelper.coordinate_to_map_point(neighbour_info['line_end'], city)}",
                   'shared_points': 1
                 }
 
@@ -142,6 +151,10 @@ class GeometryHelper:
                   'line_end': neighbour_info['line_end'],
                   'neighbour_line_start': (coordinate[0], coordinate[1]),
                   'neighbour_line_end': (next_coordinate[0], next_coordinate[1]),
+                  'neighbour_start': f"{GeometryHelper.coordinate_to_map_point(coordinate, city)}",
+                  'neighbour_end': f"{GeometryHelper.coordinate_to_map_point(next_coordinate, city)}",
+                  'coordinate_start': f"{GeometryHelper.coordinate_to_map_point(neighbour_info['line_start'], city)}",
+                  'coordinate_end': f"{GeometryHelper.coordinate_to_map_point(neighbour_info['line_end'], city)}",
                   'shared_points': 1
                 }
 
@@ -154,6 +167,8 @@ class GeometryHelper:
               elif building not in neighbour.neighbours:
                 neighbour.neighbours.append(building)
           line += 1
+    if plot:
+      img.show()
     return lines_information
 
   @staticmethod

hub/hub_logger/__init__.py

@@ -6,7 +6,7 @@ log_dir = (Path(__file__).parent.parent / 'logs').resolve()
 log_file = (log_dir / 'hub.log').resolve()
 try:
   if not os.path.isfile(log_file):
-    if not os.path.exists:
+    if not os.path.exists(log_dir):
       os.mkdir(log_dir)
     with open(log_file, 'x'):
       pass

hub/imports/construction/nrcan_physics_parameters.py

@@ -4,8 +4,10 @@ SPDX - License - Identifier: LGPL - 3.0 - or -later
 Copyright © 2022 Concordia CERC group
 Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
 """
+
 import math
 import sys
+from hub.hub_logger import logger
 
 import hub.helpers.constants as cte
 from hub.catalog_factories.construction_catalog_factory import ConstructionCatalogFactory
@@ -37,10 +39,13 @@ class NrcanPhysicsParameters:
         function = Dictionaries().hub_function_to_nrcan_construction_function[building.function]
         archetype = self._search_archetype(nrcan_catalog, function, building.year_of_construction, self._climate_zone)
       except KeyError:
+        logger.error(f'Building {building.name} has unknown construction archetype for building function: '
+                     f'{building.function}, building year of construction: {building.year_of_construction} '
+                     f'and climate zone {self._climate_zone}\n')
         sys.stderr.write(f'Building {building.name} has unknown construction archetype for building function: '
                          f'{building.function}, building year of construction: {building.year_of_construction} '
                          f'and climate zone {self._climate_zone}\n')
-        return
+        continue
       # if building has no thermal zones defined from geometry, and the building will be divided in storeys,
       # one thermal zone per storey is assigned
       if len(building.internal_zones) == 1:

hub/imports/construction/nrel_physics_parameters.py

@@ -39,14 +39,14 @@ class NrelPhysicsParameters:
         archetype = self._search_archetype(nrel_catalog, function, building.year_of_construction,
                                            self._climate_zone)
       except KeyError:
-        logger.error(f'Building {building.name} has unknown archetype for building function: {building.function} '
+        logger.error(f'Building {building.name} has unknown construction archetype for building function: '
-                     f'and building year of construction: {building.year_of_construction} '
+                     f'{building.function} and building year of construction: {building.year_of_construction} '
                      f'and climate zone reference norm {self._climate_zone}\n')
-        sys.stderr.write(f'Building {building.name} has unknown archetype for building function: {building.function} '
+        sys.stderr.write(f'Building {building.name} has unknown construction archetype for building function: '
-                         f'and building year of construction: {building.year_of_construction} '
+                         f'{building.function} and building year of construction: {building.year_of_construction} '
                          f'and climate zone reference norm {self._climate_zone}\n')
 
-        return
+        continue
 
       # if building has no thermal zones defined from geometry, and the building will be divided in storeys,
       # one thermal zone per storey is assigned

hub/imports/geometry/geojson.py

@@ -6,6 +6,7 @@ Project Coder Guillermo Gutierrez Guillermo.GutierrezMorote@concordia.ca
 """
 import json
 
+import numpy as np
 import trimesh.creation
 
 from pyproj import Transformer
@@ -64,8 +65,11 @@ class Geojson:
     buildings = []
     for zone, surface_coordinates in enumerate(surfaces_coordinates):
       points = igh.points_from_string(igh.remove_last_point_from_string(surface_coordinates))
+      # geojson provides the roofs, need to be transform into grounds
+      points = igh.invert_points(points)
       polygon = Polygon(points)
-      surfaces.append(Surface(polygon, polygon, surface_type=cte.GROUND))
+      polygon.area = igh.ground_area(points)
+      surfaces.append(Surface(polygon, polygon))
       buildings.append(Building(f'{name}_zone_{zone}', surfaces, year_of_construction, function))
     return buildings
 
@@ -74,22 +78,41 @@ class Geojson:
     lod0_buildings = Geojson._create_buildings_lod0(name, year_of_construction, function, surface_coordinates)
     surfaces = []
     buildings = []
+
     for zone, lod0_building in enumerate(lod0_buildings):
-      for surface in lod0_building.surfaces:
+      for surface in lod0_building.grounds:
-        shapely_polygon = ShapelyPolygon(surface.solid_polygon.coordinates)
+        volume = surface.solid_polygon.area * height
-        if not shapely_polygon.is_valid:
+        surfaces.append(surface)
-          print(surface.solid_polygon.area)
+        roof_coordinates = []
-          print('error?', name, surface_coordinates)
+        # adding a roof means invert the polygon coordinates and change the Z value
-          continue
+        for coordinate in surface.solid_polygon.coordinates:
-        mesh = trimesh.creation.extrude_polygon(shapely_polygon, height)
+          roof_coordinate = np.array([coordinate[0], coordinate[1], height])
-        for face in mesh.faces:
+          # insert the roof rotated already
-          points = []
+          roof_coordinates.insert(0, roof_coordinate)
-          for vertex_index in face:
+        polygon = Polygon(roof_coordinates)
-            points.append(mesh.vertices[vertex_index])
+        roof = Surface(polygon, polygon)
-          polygon = Polygon(points)
+        surfaces.append(roof)
-          surface = Surface(polygon, polygon)
+        # adding a wall means add the point coordinates and the next point coordinates with Z's height and 0
-          surfaces.append(surface)
+        coordinates_length = len(roof.solid_polygon.coordinates)
-        buildings.append(Building(f'{name}_zone_{zone}', surfaces, year_of_construction, function))
+        for i, coordinate in enumerate(roof.solid_polygon.coordinates):
+          j = i + 1
+          if j == coordinates_length:
+            j = 0
+          next_coordinate = roof.solid_polygon.coordinates[j]
+          wall_coordinates = [
+            np.array([coordinate[0], coordinate[1], 0.0]),
+            np.array([next_coordinate[0], next_coordinate[1], 0.0]),
+            np.array([next_coordinate[0], next_coordinate[1], next_coordinate[2]]),
+            np.array([coordinate[0], coordinate[1], coordinate[2]])
+          ]
+          polygon = Polygon(wall_coordinates)
+          wall = Surface(polygon, polygon)
+          surfaces.append(wall)
+
+        building = Building(f'{name}_zone_{zone}', surfaces, year_of_construction, function)
+        building.volume = volume
+        buildings.append(building)
+
     return buildings
 
   def _get_polygons(self, polygons, coordinates):
@@ -119,6 +142,8 @@ class Geojson:
 
   def _store_shared_percentage_to_walls(self, city, city_mapped):
     for building in city.buildings:
+      if building.name not in city_mapped.keys():
+        continue
       building_mapped = city_mapped[building.name]
       for wall in building.walls:
         percentage = 0

hub/imports/geometry/helpers/geometry_helper.py

@@ -4,6 +4,8 @@ SPDX - License - Identifier: LGPL - 3.0 - or -later
 Copyright © 2022 Concordia CERC group
 Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
 """
+import math
+import sys
 
 import numpy as np
 
@@ -45,3 +47,69 @@ class GeometryHelper:
     array = points.split(' ')
     res = " "
     return res.join(array[0:len(array) - 3])
+
+  @staticmethod
+  def invert_points(points):
+    res = []
+    for point in points:
+      res.insert(0,point)
+    return res
+
+  @staticmethod
+  def ground_area(points):
+    """
+    Get ground surface area in square meters
+    :return: float
+    """
+    # New method to calculate area
+
+    if len(points) < 3:
+      sys.stderr.write('Warning: the area of a line or point cannot be calculated 1. Area = 0\n')
+      return 0
+    alpha = 0
+    vec_1 = points[1] - points[0]
+    for i in range(2, len(points)):
+      vec_2 = points[i] - points[0]
+      alpha += GeometryHelper.angle_between_vectors(vec_1, vec_2)
+    if alpha == 0:
+      sys.stderr.write('Warning: the area of a line or point cannot be calculated 2. Area = 0\n')
+      return 0
+    #
+    horizontal_points = points
+    area = 0
+    for i in range(0, len(horizontal_points) - 1):
+      point = horizontal_points[i]
+      next_point = horizontal_points[i + 1]
+      area += (next_point[1] + point[1]) / 2 * (next_point[0] - point[0])
+    next_point = horizontal_points[0]
+    point = horizontal_points[len(horizontal_points) - 1]
+    area += (next_point[1] + point[1]) / 2 * (next_point[0] - point[0])
+    _area = abs(area)
+    return _area
+
+  @staticmethod
+  def angle_between_vectors(vec_1, vec_2):
+    """
+    angle between vectors in radians
+    :param vec_1: vector
+    :param vec_2: vector
+    :return: float
+    """
+    if np.linalg.norm(vec_1) == 0 or np.linalg.norm(vec_2) == 0:
+      sys.stderr.write("Warning: impossible to calculate angle between planes' normal. Return 0\n")
+      return 0
+    cosine = np.dot(vec_1, vec_2) / np.linalg.norm(vec_1) / np.linalg.norm(vec_2)
+    if cosine > 1 and cosine - 1 < 1e-5:
+      cosine = 1
+    elif cosine < -1 and cosine + 1 > -1e-5:
+      cosine = -1
+    alpha = math.acos(cosine)
+    return alpha
+
+
+  @staticmethod
+  def invert_points(points):
+    res = []
+    for point in points:
+      res.insert(0,point)
+    return res

hub/imports/usage/comnet_usage_parameters.py

@@ -44,7 +44,7 @@ class ComnetUsageParameters:
       except KeyError:
         sys.stderr.write(f'Building {building.name} has unknown usage archetype for building function:'
                          f' {building.function}')
-        return
+        continue
 
       for internal_zone in building.internal_zones:
         if internal_zone.area is None:

hub/imports/usage/nrcan_usage_parameters.py

@@ -43,7 +43,7 @@ class NrcanUsageParameters:
       except KeyError:
         sys.stderr.write(f'Building {building.name} has unknown usage archetype for building function:'
                          f' {building.function}')
-        return
+        continue
 
       usage_name = Dictionaries().hub_usage_to_comnet_usage[building.function]
       try:
@@ -51,7 +51,7 @@ class NrcanUsageParameters:
       except KeyError:
         sys.stderr.write(f'Building {building.name} has unknown usage archetype for building function:'
                          f' {building.function}')
-        return
+        continue
 
       for internal_zone in building.internal_zones:
         if internal_zone.area is None:

hub/requirements.txt

@@ -23,3 +23,4 @@ shapely
 geopandas
 triangle
 psycopg2-binary
+PIL

hub/unittests/test_geometry_factory.py

@@ -4,11 +4,13 @@ SPDX - License - Identifier: LGPL - 3.0 - or -later
 Copyright © 2022 Concordia CERC group
 Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
 """
-
+import datetime
 from pathlib import Path
 from unittest import TestCase
 from hub.helpers.geometry_helper import GeometryHelper
 
+from numpy import inf
+
 import hub.exports.exports_factory
 from hub.imports.construction_factory import ConstructionFactory
 from hub.imports.geometry_factory import GeometryFactory
@@ -116,7 +118,6 @@ class TestGeometryFactory(TestCase):
     city = self._get_city(file, 'rhino')
     self.assertIsNotNone(city, 'city is none')
     self.assertTrue(len(city.buildings) == 36)
-    i = 0
 
   def test_import_obj(self):
     """
@@ -133,18 +134,20 @@ class TestGeometryFactory(TestCase):
     """
     Test geojson import
     """
-    file = 'neighbours.geojson'
+    file = '2000_buildings.geojson'
+    start = datetime.datetime.now()
     city = self._get_city(file, 'geojson',
-                          height_field='citygml_me',
+                          height_field='building_height',
                           year_of_construction_field='ANNEE_CONS',
                           function_field='CODE_UTILI')
-
+    end = datetime.datetime.now()
+    print(f'geometry load in {end-start} s')
+    start = datetime.datetime.now()
     hub.exports.exports_factory.ExportsFactory('obj', city, self._output_path).export()
-    self.assertEqual(207, len(city.buildings), 'wrong number of buildings')
+    end = datetime.datetime.now()
+    print(f'geometry export in {end - start} s')
+    self.assertEqual(2356, len(city.buildings), 'wrong number of buildings')
     self._check_buildings(city)
-    for building in city.buildings:
-      for wall in building.walls:
-        self.assertIsNotNone(wall.percentage_shared, 'wall percentage shared is not assigned')
 
   def test_map_neighbours(self):
     """
@@ -155,7 +158,13 @@ class TestGeometryFactory(TestCase):
                           height_field='citygml_me',
                           year_of_construction_field='ANNEE_CONS',
                           function_field='LIBELLE_UT')
-    print(GeometryHelper.city_mapping(city))
+    info_lod1 = GeometryHelper.city_mapping(city, plot=False)
+    city = self._get_city(file, 'geojson',
+                          year_of_construction_field='ANNEE_CONS',
+                          function_field='LIBELLE_UT')
+    info_lod0 = GeometryHelper.city_mapping(city, plot=False)
+    hub.exports.exports_factory.ExportsFactory('obj', city, self._output_path).export()
+    self.assertEqual(info_lod0, info_lod1)
     for building in city.buildings:
       self.assertEqual(2, len(building.neighbours))
 
@@ -165,4 +174,3 @@ class TestGeometryFactory(TestCase):
     self.assertEqual('3_part_0_zone_0',city.city_object('2_part_0_zone_0').neighbours[1].name)
     self.assertEqual('1_part_0_zone_0', city.city_object('3_part_0_zone_0').neighbours[0].name)
     self.assertEqual('2_part_0_zone_0', city.city_object('3_part_0_zone_0').neighbours[1].name)
-

hub/unittests/tests_data/neighbours.geojson

@@ -12,18 +12,18 @@
               -73.580414175680588,
               45.497641136608358
             ],
-            [
-              -73.581414175680588,
-              45.497641136608358
-            ],
-            [
-              -73.581414175680588,
-              45.498641136608358
-            ],
             [
               -73.580414175680588,
               45.498641136608358
             ],
+            [
+              -73.581414175680588,
+              45.498641136608358
+            ],
+            [
+              -73.581414175680588,
+              45.497641136608358
+            ],
             [
               -73.580414175680588,
               45.497641136608358
@@ -204,19 +204,20 @@
             [
               -73.581414175680588,
               45.497641136608358
+            ]
+            ,
+            [
+              -73.581414175680588,
+              45.498441136608358
+            ],
+            [
+              -73.582214175680588,
+              45.498441136608358
             ],
             [
               -73.582214175680588,
               45.497641136608358
             ],
-            [
-              -73.582214175680588,
-              45.498441136608358
-            ],
-            [
-              -73.581414175680588,
-              45.498441136608358
-            ],
             [
               -73.581414175680588,
               45.497641136608358
@@ -399,31 +400,30 @@
               -73.581914175680588,
               45.498441136608358
             ],
-            [
-              -73.581914175680588,
-              45.499641136608358
-            ],
-            [
-              -73.580914175680588,
-              45.499641136608358
-            ],
-            [
-              -73.580914175680588,
-              45.498641136608358
-            ],
-            [
-              -73.581414175680588,
-              45.498641136608358
-            ],
             [
               -73.581414175680588,
               45.498441136608358
             ],
+            [
+              -73.581414175680588,
+              45.498641136608358
+            ],
+            [
+              -73.580914175680588,
+              45.498641136608358
+            ],
+            [
+              -73.580914175680588,
+              45.499641136608358
+            ],
+            [
+              -73.581914175680588,
+              45.499641136608358
+            ],
             [
               -73.581914175680588,
               45.498441136608358
             ]
-
           ]
         ]
       },

hub/version.py

@@ -1 +1 @@
-__version__ = '0.1.7.9'
+__version__ = '0.1.7.10'