Initial commit

energy_validation.py

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+import json
+import random
+import datetime
+
+
+from hub.imports.geometry_factory import GeometryFactory
+from hub.imports.construction_factory import ConstructionFactory
+from hub.imports.usage_factory import UsageFactory
+from hub.helpers.data.montreal_function_to_hub_function import MontrealFunctionToHubFunction
+
+class EnergyValidation:
+    def __init__(self):
+        pass
+    def _sort_buildings(self, buildings_to_simulate):
+        sorted_buildings = {}
+        for building in buildings_to_simulate:
+            code_utili = building['properties']['CODE_UTILI']
+            if not sorted_buildings.get(code_utili):
+                sorted_buildings[code_utili] = []
+            sorted_buildings[code_utili].append(building)
+        return sorted_buildings
+
+    def run(self, building_set, building_quantities):
+        sorted_buildings = self._sort_buildings(building_set)
+        buildings_to_simulate = []
+
+        for code_utili in building_quantities:
+            if code_utili in sorted_buildings:
+                for building in range(building_quantities[code_utili]):
+                    buildings_to_simulate.append(sorted_buildings[code_utili]
+                                                 [random.randrange(len(sorted_buildings[code_utili]))])
+            else:
+                print(f'{code_utili} is not found in the provided dataset.')
+
+        geojson = {
+            "type": "FeatureCollection",
+            "features": buildings_to_simulate
+        }
+
+        geojson_file_name = f'energy_validation{datetime.datetime.now().strftime("_%Y-%m-%d_%H-%M-%S")}.geojson'
+        geojson_file = open(geojson_file_name, 'w')
+        geojson_file.write(json.dumps(geojson, indent=2))
+        geojson_file.close()
+
+
+        city = GeometryFactory('geojson',
+                               path=geojson_file_name,
+                               height_field='building_height',
+                               year_of_construction_field='ANNEE_CONS',
+                               function_field='CODE_UTILI',
+                               function_to_hub=MontrealFunctionToHubFunction().dictionary).city
+        ConstructionFactory('nrcan', city).enrich()
+        UsageFactory('nrcan', city).enrich(
+
+
+
+
+
+
+
+
+# test_file = open('test.geojson', 'w')
+# test_file.write(json.dumps(sorted_buildings, indent=2))
+# test_file.close()
+data_file = open('data/VMTrial_cleaned.geojson', 'r')
+city = json.load(data_file)
+buildings = city['features']
+
+test_batch = {
+    '1000': 50,
+    '4413': 10,
+    '1921': 5
+}
+
+test = EnergyValidation()
+test.run(building_set=buildings, building_quantities=test_batch)

requirements.txt

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+cerc-hub