feat: generate figures for pv production of layer 6
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all_layers_pv_generation_all_4_cities.png
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all_layers_pv_generation_all_4_cities.png
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@ -15,10 +15,10 @@ class MontrealFunctionToHubFunction:
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def __init__(self):
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self._dictionary = {'1000': cte.RESIDENTIAL,
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'2089': cte.INDUSTRY,
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'2089': cte.WAREHOUSE,
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'1921': cte.WAREHOUSE,
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'1922': cte.NON_HEATED,
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'9100': cte.NON_HEATED,
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'1922': cte.RESIDENTIAL,
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'9100': cte.RESIDENTIAL,
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'6000': cte.MEDIUM_OFFICE,
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'5010': cte.STAND_ALONE_RETAIL,
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'9490': cte.WAREHOUSE,
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@ -33,7 +33,7 @@ class MontrealFunctionToHubFunction:
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'6911': cte.CONVENTION_CENTER,
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'9510': cte.RESIDENTIAL,
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'1990': cte.MID_RISE_APARTMENT,
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'1923': cte.NON_HEATED,
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'1923': cte.RESIDENTIAL,
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'7222': cte.SPORTS_LOCATION,
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'5002': cte.STRIP_MALL,
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'6111': cte.COMMERCIAL,
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@ -42,14 +42,14 @@ class MontrealFunctionToHubFunction:
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'5812': cte.FULL_SERVICE_RESTAURANT,
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'4621': cte.WAREHOUSE,
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'1541': cte.DORMITORY,
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'7214': cte.EVENT_LOCATION,
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'4821': cte.NON_HEATED,
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'9520': cte.NON_HEATED,
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'7112': cte.EVENT_LOCATION,
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'7214': cte.WAREHOUSE,
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'4821': cte.RESIDENTIAL,
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'9520': cte.RESIDENTIAL,
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'7112': cte.WAREHOUSE,
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'6299': cte.OUT_PATIENT_HEALTH_CARE,
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'5461': cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD,
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'4632': cte.NON_HEATED,
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'7424': cte.EVENT_LOCATION,
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'4632': cte.RESIDENTIAL,
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'7424': cte.WAREHOUSE,
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'5811': cte.FULL_SERVICE_RESTAURANT,
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'4113': cte.WAREHOUSE,
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'6821': cte.SECONDARY_SCHOOL,
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@ -58,22 +58,22 @@ class MontrealFunctionToHubFunction:
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'5899': cte.WAREHOUSE,
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'5999': cte.STAND_ALONE_RETAIL,
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'5834': cte.RESIDENTIAL,
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'2699': cte.INDUSTRY,
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'2699': cte.WAREHOUSE,
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'6812': cte.SECONDARY_SCHOOL,
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'6649': cte.WAREHOUSE,
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'3999': cte.INDUSTRY,
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'3999': cte.WAREHOUSE,
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'1553': cte.OFFICE_AND_ADMINISTRATION,
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'6999': cte.WAREHOUSE,
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'6541': cte.PRIMARY_SCHOOL,
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'5831': cte.SMALL_HOTEL,
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'6919': cte.OFFICE_AND_ADMINISTRATION,
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'9900': cte.WAREHOUSE,
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'1551': cte.EVENT_LOCATION,
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'1551': cte.WAREHOUSE,
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'5511': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'6231': cte.COMMERCIAL,
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'6221': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'6599': cte.OFFICE_AND_ADMINISTRATION,
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'7119': cte.EVENT_LOCATION,
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'7119': cte.WAREHOUSE,
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'6214': cte.COMMERCIAL,
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'5412': cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD,
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'4839': cte.WAREHOUSE,
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@ -87,20 +87,20 @@ class MontrealFunctionToHubFunction:
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'7451': cte.SPORTS_LOCATION,
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'1539': cte.DORMITORY,
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'6376': cte.WAREHOUSE,
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'4633': cte.NON_HEATED,
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'4633': cte.RESIDENTIAL,
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'5813': cte.QUICK_SERVICE_RESTAURANT,
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'6339': cte.COMMERCIAL,
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'5911': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'5651': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'5971': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'4550': cte.NON_HEATED,
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'4550': cte.RESIDENTIAL,
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'5620': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'7611': cte.NON_HEATED,
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'7611': cte.RESIDENTIAL,
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'5531': cte.WAREHOUSE,
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'6629': cte.WAREHOUSE,
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'6521': cte.MEDIUM_OFFICE,
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'7639': cte.WAREHOUSE,
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'3399': cte.INDUSTRY,
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'3399': cte.WAREHOUSE,
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'3019': cte.WAREHOUSE,
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'6551': cte.MEDIUM_OFFICE,
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'5413': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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@ -123,10 +123,10 @@ class MontrealFunctionToHubFunction:
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'4111': cte.WAREHOUSE,
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'3280': cte.WAREHOUSE,
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'6721': cte.OFFICE_AND_ADMINISTRATION,
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'9459': cte.NON_HEATED,
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'7113': cte.EVENT_LOCATION,
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'9459': cte.RESIDENTIAL,
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'7113': cte.WAREHOUSE,
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'4743': cte.MEDIUM_OFFICE,
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'7211': cte.EVENT_LOCATION,
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'7211': cte.WAREHOUSE,
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'6513': cte.HOSPITAL,
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'6813': cte.SECONDARY_SCHOOL,
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'5921': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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@ -137,16 +137,16 @@ class MontrealFunctionToHubFunction:
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'1890': cte.DORMITORY,
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'6372': cte.WAREHOUSE,
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'1600': cte.SMALL_HOTEL,
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'9451': cte.NON_HEATED,
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'9451': cte.RESIDENTIAL,
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'6359': cte.WAREHOUSE,
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'2240': cte.INDUSTRY,
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'2240': cte.WAREHOUSE,
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'1559': cte.OFFICE_AND_ADMINISTRATION,
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'1543': cte.DORMITORY,
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'6760': cte.MEDIUM_OFFICE,
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'4771': cte.MOTION_PICTURE_THEATRE,
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'1552': cte.DORMITORY,
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'3994': cte.INDUSTRY,
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'6243': cte.NON_HEATED,
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'3994': cte.WAREHOUSE,
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'6243': cte.RESIDENTIAL,
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'6835': cte.SECONDARY_SCHOOL,
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'5004': cte.STRIP_MALL,
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'6791': cte.OFFICE_AND_ADMINISTRATION,
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@ -168,7 +168,7 @@ class MontrealFunctionToHubFunction:
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'6532': cte.OFFICE_AND_ADMINISTRATION,
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'6518': cte.OUT_PATIENT_HEALTH_CARE,
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'5199': cte.WAREHOUSE,
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'3840': cte.INDUSTRY,
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'3840': cte.WAREHOUSE,
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'2051': cte.MEDIUM_OFFICE,
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'7290': cte.OFFICE_AND_ADMINISTRATION,
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'5253': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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@ -185,104 +185,104 @@ class MontrealFunctionToHubFunction:
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'7219': cte.OFFICE_AND_ADMINISTRATION,
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'7117': cte.WAREHOUSE,
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'5005': cte.STAND_ALONE_RETAIL,
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'4561': cte.NON_HEATED,
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'4561': cte.RESIDENTIAL,
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'5631': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'4623': cte.WAREHOUSE,
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'4590': cte.WAREHOUSE,
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'3899': cte.INDUSTRY,
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'3899': cte.WAREHOUSE,
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'6563': cte.COMMERCIAL,
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'5399': cte.STAND_ALONE_RETAIL,
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'6241': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'6351': cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD,
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'2270': cte.INDUSTRY,
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'2270': cte.WAREHOUSE,
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'5132': cte.WAREHOUSE,
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'4221': cte.WAREHOUSE,
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'6253': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'5640': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'3299': cte.INDUSTRY,
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'3299': cte.WAREHOUSE,
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'6831': cte.SECONDARY_SCHOOL,
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'2012': cte.INDUSTRY,
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'3620': cte.INDUSTRY,
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'2012': cte.WAREHOUSE,
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'3620': cte.WAREHOUSE,
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'6519': cte.OUT_PATIENT_HEALTH_CARE,
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'2291': cte.INDUSTRY,
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'2291': cte.WAREHOUSE,
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'5311': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'5931': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'4611': cte.WAREHOUSE,
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'4719': cte.STAND_ALONE_RETAIL,
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'5693': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'4490': cte.INDUSTRY,
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'4490': cte.WAREHOUSE,
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'5823': cte.FULL_SERVICE_RESTAURANT,
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'2045': cte.INDUSTRY,
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'2045': cte.WAREHOUSE,
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'6542': cte.HOSPITAL,
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'2014': cte.INDUSTRY,
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'2014': cte.WAREHOUSE,
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'6375': cte.WAREHOUSE,
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'2799': cte.INDUSTRY,
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'2799': cte.WAREHOUSE,
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'6612': cte.WAREHOUSE,
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'4222': cte.WAREHOUSE,
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'7191': cte.EVENT_LOCATION,
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'7191': cte.WAREHOUSE,
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'6352': cte.WAREHOUSE,
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'5836': cte.COMMERCIAL,
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'5952': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'1512': cte.DORMITORY,
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'5948': cte.WAREHOUSE,
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'3580': cte.INDUSTRY,
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'3580': cte.WAREHOUSE,
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'5391': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'6997': cte.OFFICE_AND_ADMINISTRATION,
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'6539': cte.OFFICE_AND_ADMINISTRATION,
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'2899': cte.INDUSTRY,
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'2899': cte.WAREHOUSE,
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'1100': cte.SINGLE_FAMILY_HOUSE,
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'6348': cte.WAREHOUSE,
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'7499': cte.EVENT_LOCATION,
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'7499': cte.WAREHOUSE,
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'6373': cte.WAREHOUSE,
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'3539': cte.INDUSTRY,
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'3539': cte.WAREHOUSE,
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'4922': cte.WAREHOUSE,
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'6731': cte.OFFICE_AND_ADMINISTRATION,
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'6132': cte.MEDIUM_OFFICE,
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'2073': cte.INDUSTRY,
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'2073': cte.WAREHOUSE,
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'4761': cte.COMMERCIAL,
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'7312': cte.NON_HEATED,
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'7312': cte.RESIDENTIAL,
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'7425': cte.SPORTS_LOCATION,
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'6634': cte.INDUSTRY,
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'6634': cte.WAREHOUSE,
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'6639': cte.WAREHOUSE,
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'3231': cte.INDUSTRY,
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'3231': cte.WAREHOUSE,
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'6569': cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD,
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'2499': cte.INDUSTRY,
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'7199': cte.EVENT_LOCATION,
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'7114': cte.EVENT_LOCATION,
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'2499': cte.WAREHOUSE,
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'7199': cte.WAREHOUSE,
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'7114': cte.WAREHOUSE,
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'4733': cte.COMMERCIAL,
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'4112': cte.WAREHOUSE,
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'7129': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'7620': cte.NON_HEATED,
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'7620': cte.RESIDENTIAL,
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'9390': cte.WAREHOUSE,
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'1529': cte.OFFICE_AND_ADMINISTRATION,
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'7417': cte.NON_HEATED,
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'7417': cte.RESIDENTIAL,
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'8221': cte.OUT_PATIENT_HEALTH_CARE,
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'6598': cte.OUT_PATIENT_HEALTH_CARE,
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'6515': cte.OUT_PATIENT_HEALTH_CARE,
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'3719': cte.WAREHOUSE,
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'2471': cte.INDUSTRY,
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'7433': cte.NON_HEATED,
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'2471': cte.WAREHOUSE,
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'7433': cte.WAREHOUSE,
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'6413': cte.WAREHOUSE,
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'3459': cte.INDUSTRY,
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'3459': cte.WAREHOUSE,
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'6152': cte.MEDIUM_OFFICE,
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'2093': cte.INDUSTRY,
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'3031': cte.INDUSTRY,
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'2093': cte.WAREHOUSE,
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'3031': cte.WAREHOUSE,
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'5251': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'5394': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'5141': cte.STRIP_MALL,
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'7419': cte.SPORTS_LOCATION,
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'4293': cte.WAREHOUSE,
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'6834': cte.SECONDARY_SCHOOL,
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'2092': cte.INDUSTRY,
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'2072': cte.INDUSTRY,
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'2092': cte.WAREHOUSE,
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'2072': cte.WAREHOUSE,
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'6712': cte.MEDIUM_OFFICE,
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'4411': cte.WAREHOUSE,
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'4562': cte.NON_HEATED,
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'2096': cte.INDUSTRY,
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'4562': cte.RESIDENTIAL,
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'2096': cte.WAREHOUSE,
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'5997': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'7212': cte.EVENT_LOCATION,
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'7212': cte.WAREHOUSE,
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'6713': cte.MEDIUM_OFFICE,
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'9212': cte.NON_HEATED,
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'9212': cte.RESIDENTIAL,
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'6725': cte.OFFICE_AND_ADMINISTRATION,
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'9410': cte.RESIDENTIAL,
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'4211': cte.WAREHOUSE,
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@ -294,53 +294,53 @@ class MontrealFunctionToHubFunction:
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'6369': cte.SECONDARY_SCHOOL,
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'5171': cte.STRIP_MALL,
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'5003': cte.STRIP_MALL,
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'3630': cte.INDUSTRY,
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'3630': cte.WAREHOUSE,
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'5521': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'6531': cte.OUT_PATIENT_HEALTH_CARE,
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'7413': cte.WAREHOUSE,
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'3239': cte.INDUSTRY,
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'3239': cte.WAREHOUSE,
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'4715': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'6365': cte.UNIVERSITY,
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'6121': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'6611': cte.WAREHOUSE,
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'3649': cte.INDUSTRY,
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'2892': cte.INDUSTRY,
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'3649': cte.WAREHOUSE,
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'2892': cte.WAREHOUSE,
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'6269': cte.OUT_PATIENT_HEALTH_CARE,
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'2020': cte.INDUSTRY,
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'2020': cte.WAREHOUSE,
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'6621': cte.WAREHOUSE,
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'6312': cte.NON_HEATED,
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'6416': cte.INDUSTRY,
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'6312': cte.RESIDENTIAL,
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'6416': cte.WAREHOUSE,
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'5712': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'2261': cte.INDUSTRY,
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'2931': cte.INDUSTRY,
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'3011': cte.INDUSTRY,
|
||||
'2261': cte.WAREHOUSE,
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'2931': cte.WAREHOUSE,
|
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'3011': cte.WAREHOUSE,
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'6499': cte.STAND_ALONE_RETAIL,
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'3599': cte.INDUSTRY,
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'2299': cte.INDUSTRY,
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'3831': cte.INDUSTRY,
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'2410': cte.INDUSTRY,
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'3599': cte.WAREHOUSE,
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'2299': cte.WAREHOUSE,
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'3831': cte.WAREHOUSE,
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'2410': cte.WAREHOUSE,
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'5112': cte.STRIP_MALL,
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'5941': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'6822': cte.SECONDARY_SCHOOL,
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'6753': cte.WAREHOUSE,
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'5149': cte.STRIP_MALL,
|
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'3190': cte.INDUSTRY,
|
||||
'3190': cte.WAREHOUSE,
|
||||
'6414': cte.WAREHOUSE,
|
||||
'6633': cte.WAREHOUSE,
|
||||
'3895': cte.INDUSTRY,
|
||||
'3895': cte.WAREHOUSE,
|
||||
'5133': cte.STRIP_MALL,
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'2082': cte.INDUSTRY,
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'2082': cte.WAREHOUSE,
|
||||
'5512': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
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'9420': cte.NON_HEATED,
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'9420': cte.RESIDENTIAL,
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'6543': cte.HOSPITAL,
|
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'4841': cte.INDUSTRY,
|
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'4851': cte.INDUSTRY,
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||||
'4841': cte.WAREHOUSE,
|
||||
'4851': cte.WAREHOUSE,
|
||||
'5432': cte.STRIP_MALL,
|
||||
'3711': cte.INDUSTRY,
|
||||
'3460': cte.INDUSTRY,
|
||||
'2087': cte.INDUSTRY,
|
||||
'3711': cte.WAREHOUSE,
|
||||
'3460': cte.WAREHOUSE,
|
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'2087': cte.WAREHOUSE,
|
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'1522': cte.HALL,
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'8549': cte.INDUSTRY,
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'8549': cte.WAREHOUSE,
|
||||
'6242': cte.WAREHOUSE,
|
||||
'6412': cte.WAREHOUSE,
|
||||
'6811': cte.SECONDARY_SCHOOL,
|
||||
@ -351,175 +351,175 @@ class MontrealFunctionToHubFunction:
|
||||
'5212': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'5211': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'7990': cte.HALL,
|
||||
'3714': cte.INDUSTRY,
|
||||
'3714': cte.WAREHOUSE,
|
||||
'6593': cte.SECONDARY_SCHOOL,
|
||||
'5172': cte.STRIP_MALL,
|
||||
'5955': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'6635': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'3799': cte.INDUSTRY,
|
||||
'2819': cte.INDUSTRY,
|
||||
'3799': cte.WAREHOUSE,
|
||||
'2819': cte.WAREHOUSE,
|
||||
'5894': cte.QUICK_SERVICE_RESTAURANT,
|
||||
'9530': cte.NON_HEATED,
|
||||
'3159': cte.INDUSTRY,
|
||||
'9530': cte.RESIDENTIAL,
|
||||
'3159': cte.WAREHOUSE,
|
||||
'3713': cte.WAREHOUSE,
|
||||
'3894': cte.INDUSTRY,
|
||||
'3894': cte.WAREHOUSE,
|
||||
'5721': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'5169': cte.STRIP_MALL,
|
||||
'5593': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'6631': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'5731': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'2739': cte.INDUSTRY,
|
||||
'2739': cte.WAREHOUSE,
|
||||
'6619': cte.WAREHOUSE,
|
||||
'6815': cte.SECONDARY_SCHOOL,
|
||||
'5320': cte.STRIP_MALL,
|
||||
'3261': cte.INDUSTRY,
|
||||
'3261': cte.WAREHOUSE,
|
||||
'6394': cte.WAREHOUSE,
|
||||
'2031': cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD,
|
||||
'6423': cte.WAREHOUSE,
|
||||
'3162': cte.INDUSTRY,
|
||||
'3162': cte.WAREHOUSE,
|
||||
'5814': cte.QUICK_SERVICE_RESTAURANT,
|
||||
'6653': cte.WAREHOUSE,
|
||||
'2213': cte.INDUSTRY,
|
||||
'2046': cte.INDUSTRY,
|
||||
'2213': cte.WAREHOUSE,
|
||||
'2046': cte.WAREHOUSE,
|
||||
'6251': cte.COMMERCIAL,
|
||||
'3650': cte.INDUSTRY,
|
||||
'4799': cte.NON_HEATED,
|
||||
'3650': cte.WAREHOUSE,
|
||||
'4799': cte.RESIDENTIAL,
|
||||
'5832': cte.SMALL_HOTEL,
|
||||
'4229': cte.WAREHOUSE,
|
||||
'4842': cte.WAREHOUSE,
|
||||
'5163': cte.STRIP_MALL,
|
||||
'5148': cte.STRIP_MALL,
|
||||
'2011': cte.INDUSTRY,
|
||||
'2011': cte.WAREHOUSE,
|
||||
'5361': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'2999': cte.INDUSTRY,
|
||||
'2999': cte.WAREHOUSE,
|
||||
'6522': cte.MEDIUM_OFFICE,
|
||||
'7121': cte.MUSEUM,
|
||||
'7221': cte.SPORTS_LOCATION,
|
||||
'1549': cte.OFFICE_AND_ADMINISTRATION,
|
||||
'5652': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'3331': cte.INDUSTRY,
|
||||
'3331': cte.WAREHOUSE,
|
||||
'6219': cte.WAREHOUSE,
|
||||
'5421': cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD,
|
||||
'3861': cte.INDUSTRY,
|
||||
'3919': cte.INDUSTRY,
|
||||
'3861': cte.WAREHOUSE,
|
||||
'3919': cte.WAREHOUSE,
|
||||
'6441': cte.WAREHOUSE,
|
||||
'6648': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'8199': cte.INDUSTRY,
|
||||
'8199': cte.WAREHOUSE,
|
||||
'6832': cte.SECONDARY_SCHOOL,
|
||||
'6992': cte.MEDIUM_OFFICE,
|
||||
'1521': cte.EVENT_LOCATION,
|
||||
'1521': cte.WAREHOUSE,
|
||||
'6349': cte.WAREHOUSE,
|
||||
'4921': cte.WAREHOUSE,
|
||||
'6498': cte.WAREHOUSE,
|
||||
'6415': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'4122': cte.WAREHOUSE,
|
||||
'4219': cte.WAREHOUSE,
|
||||
'9440': cte.NON_HEATED,
|
||||
'9440': cte.RESIDENTIAL,
|
||||
'4782': cte.DATACENTER,
|
||||
'2619': cte.INDUSTRY,
|
||||
'2619': cte.WAREHOUSE,
|
||||
'7229': cte.SPORTS_LOCATION,
|
||||
'2079': cte.INDUSTRY,
|
||||
'2320': cte.INDUSTRY,
|
||||
'3259': cte.INDUSTRY,
|
||||
'3931': cte.INDUSTRY,
|
||||
'2079': cte.WAREHOUSE,
|
||||
'2320': cte.WAREHOUSE,
|
||||
'3259': cte.WAREHOUSE,
|
||||
'3931': cte.WAREHOUSE,
|
||||
'5470': cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD,
|
||||
'4890': cte.WAREHOUSE,
|
||||
'5599': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'3270': cte.INDUSTRY,
|
||||
'3270': cte.WAREHOUSE,
|
||||
'5186': cte.STRIP_MALL,
|
||||
'2043': cte.INDUSTRY,
|
||||
'2043': cte.WAREHOUSE,
|
||||
'6733': cte.WAREHOUSE,
|
||||
'4311': cte.EVENT_LOCATION,
|
||||
'3451': cte.INDUSTRY,
|
||||
'2812': cte.INDUSTRY,
|
||||
'2130': cte.INDUSTRY,
|
||||
'4311': cte.WAREHOUSE,
|
||||
'3451': cte.WAREHOUSE,
|
||||
'2812': cte.WAREHOUSE,
|
||||
'2130': cte.WAREHOUSE,
|
||||
'7449': cte.WAREHOUSE,
|
||||
'2919': cte.INDUSTRY,
|
||||
'2919': cte.WAREHOUSE,
|
||||
'4315': cte.WAREHOUSE,
|
||||
'3569': cte.INDUSTRY,
|
||||
'7399': cte.EVENT_LOCATION,
|
||||
'3569': cte.WAREHOUSE,
|
||||
'7399': cte.WAREHOUSE,
|
||||
'6160': cte.OFFICE_AND_ADMINISTRATION,
|
||||
'7412': cte.NON_HEATED,
|
||||
'2084': cte.INDUSTRY,
|
||||
'3870': cte.INDUSTRY,
|
||||
'7412': cte.RESIDENTIAL,
|
||||
'2084': cte.WAREHOUSE,
|
||||
'3870': cte.WAREHOUSE,
|
||||
'5001': cte.STRIP_MALL,
|
||||
'3411': cte.INDUSTRY,
|
||||
'1702': cte.NON_HEATED,
|
||||
'3243': cte.INDUSTRY,
|
||||
'3411': cte.WAREHOUSE,
|
||||
'1702': cte.RESIDENTIAL,
|
||||
'3243': cte.WAREHOUSE,
|
||||
'4926': cte.MEDIUM_OFFICE,
|
||||
'3490': cte.INDUSTRY,
|
||||
'2219': cte.INDUSTRY,
|
||||
'2829': cte.INDUSTRY,
|
||||
'3490': cte.WAREHOUSE,
|
||||
'2219': cte.WAREHOUSE,
|
||||
'2829': cte.WAREHOUSE,
|
||||
'4399': cte.WAREHOUSE,
|
||||
'4319': cte.WAREHOUSE,
|
||||
'2039': cte.INDUSTRY,
|
||||
'2039': cte.WAREHOUSE,
|
||||
'8139': cte.GREEN_HOUSE,
|
||||
'5146': cte.STRIP_MALL,
|
||||
'3396': cte.INDUSTRY,
|
||||
'3396': cte.WAREHOUSE,
|
||||
'5161': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'2091': cte.INDUSTRY,
|
||||
'3850': cte.INDUSTRY,
|
||||
'2091': cte.WAREHOUSE,
|
||||
'3850': cte.WAREHOUSE,
|
||||
'5241': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'3049': cte.INDUSTRY,
|
||||
'3049': cte.WAREHOUSE,
|
||||
'5181': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'2627': cte.INDUSTRY,
|
||||
'3412': cte.INDUSTRY,
|
||||
'2627': cte.WAREHOUSE,
|
||||
'3412': cte.WAREHOUSE,
|
||||
'5220': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'3699': cte.INDUSTRY,
|
||||
'3699': cte.WAREHOUSE,
|
||||
'4929': cte.WAREHOUSE,
|
||||
'3551': cte.INDUSTRY,
|
||||
'3551': cte.WAREHOUSE,
|
||||
'5198': cte.STRIP_MALL,
|
||||
'6646': cte.NON_HEATED,
|
||||
'6646': cte.RESIDENTIAL,
|
||||
'5189': cte.STRIP_MALL,
|
||||
'5312': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'4214': cte.WAREHOUSE,
|
||||
'3410': cte.INDUSTRY,
|
||||
'3410': cte.WAREHOUSE,
|
||||
'4859': cte.WAREHOUSE,
|
||||
'2736': cte.INDUSTRY,
|
||||
'2736': cte.WAREHOUSE,
|
||||
'6642': cte.WAREHOUSE,
|
||||
'3921': cte.INDUSTRY,
|
||||
'3921': cte.WAREHOUSE,
|
||||
'5815': cte.FULL_SERVICE_RESTAURANT,
|
||||
'6514': cte.OUT_PATIENT_HEALTH_CARE,
|
||||
'8399': cte.WAREHOUSE,
|
||||
'2250': cte.INDUSTRY,
|
||||
'2250': cte.WAREHOUSE,
|
||||
'6378': cte.WAREHOUSE,
|
||||
'6343': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'2652': cte.INDUSTRY,
|
||||
'3552': cte.INDUSTRY,
|
||||
'2891': cte.INDUSTRY,
|
||||
'2652': cte.WAREHOUSE,
|
||||
'3552': cte.WAREHOUSE,
|
||||
'2891': cte.WAREHOUSE,
|
||||
'6368': cte.SECONDARY_SCHOOL,
|
||||
'3559': cte.INDUSTRY,
|
||||
'3559': cte.WAREHOUSE,
|
||||
'5145': cte.STRIP_MALL,
|
||||
'3244': cte.INDUSTRY,
|
||||
'3292': cte.INDUSTRY,
|
||||
'3244': cte.WAREHOUSE,
|
||||
'3292': cte.WAREHOUSE,
|
||||
'4510': cte.WAREHOUSE,
|
||||
'7423': cte.SPORTS_LOCATION,
|
||||
'5370': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'4824': cte.WAREHOUSE,
|
||||
'4832': cte.INDUSTRY,
|
||||
'4832': cte.WAREHOUSE,
|
||||
'6573': cte.HEALTH_CARE,
|
||||
'6623': cte.NON_HEATED,
|
||||
'6623': cte.RESIDENTIAL,
|
||||
'5162': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'4612': cte.WAREHOUSE,
|
||||
'2629': cte.INDUSTRY,
|
||||
'3291': cte.INDUSTRY,
|
||||
'3229': cte.INDUSTRY,
|
||||
'2629': cte.WAREHOUSE,
|
||||
'3291': cte.WAREHOUSE,
|
||||
'3229': cte.WAREHOUSE,
|
||||
'5829': cte.STAND_ALONE_RETAIL,
|
||||
'2932': cte.INDUSTRY,
|
||||
'2932': cte.WAREHOUSE,
|
||||
'5594': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'2722': cte.INDUSTRY,
|
||||
'2811': cte.INDUSTRY,
|
||||
'2235': cte.INDUSTRY,
|
||||
'2722': cte.WAREHOUSE,
|
||||
'2811': cte.WAREHOUSE,
|
||||
'2235': cte.WAREHOUSE,
|
||||
'5953': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'3170': cte.INDUSTRY,
|
||||
'3662': cte.INDUSTRY,
|
||||
'3170': cte.WAREHOUSE,
|
||||
'3662': cte.WAREHOUSE,
|
||||
'4879': cte.WAREHOUSE,
|
||||
'2074': cte.INDUSTRY,
|
||||
'2074': cte.WAREHOUSE,
|
||||
'7429': cte.SPORTS_LOCATION,
|
||||
'4843': cte.WAREHOUSE,
|
||||
'6335': cte.OFFICE_AND_ADMINISTRATION,
|
||||
'4116': cte.WAREHOUSE,
|
||||
'2622': cte.INDUSTRY,
|
||||
'2622': cte.WAREHOUSE,
|
||||
'6112': cte.OFFICE_AND_ADMINISTRATION,
|
||||
'4875': cte.WAREHOUSE,
|
||||
'4792': cte.WAREHOUSE_REFRIGERATED,
|
||||
@ -527,118 +527,118 @@ class MontrealFunctionToHubFunction:
|
||||
'6425': cte.WAREHOUSE,
|
||||
'6212': cte.WAREHOUSE,
|
||||
'5147': cte.STRIP_MALL,
|
||||
'2460': cte.INDUSTRY,
|
||||
'2460': cte.WAREHOUSE,
|
||||
'4874': cte.WAREHOUSE,
|
||||
'6743': cte.DORMITORY,
|
||||
'3241': cte.INDUSTRY,
|
||||
'3241': cte.WAREHOUSE,
|
||||
'5123': cte.STRIP_MALL,
|
||||
'4833': cte.NON_HEATED,
|
||||
'9470': cte.NON_HEATED,
|
||||
'3932': cte.INDUSTRY,
|
||||
'4833': cte.RESIDENTIAL,
|
||||
'9470': cte.RESIDENTIAL,
|
||||
'3932': cte.WAREHOUSE,
|
||||
'4292': cte.WAREHOUSE,
|
||||
'6424': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'6139': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'2624': cte.INDUSTRY,
|
||||
'2624': cte.WAREHOUSE,
|
||||
'3915': cte.WAREHOUSE,
|
||||
'7233': cte.CONVENTION_CENTER,
|
||||
'5184': cte.STRIP_MALL,
|
||||
'2099': cte.INDUSTRY,
|
||||
'2099': cte.WAREHOUSE,
|
||||
'5129': cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD,
|
||||
'5913': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'5717': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'4712': cte.NON_HEATED,
|
||||
'4712': cte.RESIDENTIAL,
|
||||
'5142': cte.STRIP_MALL,
|
||||
'3210': cte.INDUSTRY,
|
||||
'3210': cte.WAREHOUSE,
|
||||
'4834': cte.WAREHOUSE,
|
||||
'3456': cte.INDUSTRY,
|
||||
'2075': cte.INDUSTRY,
|
||||
'3020': cte.INDUSTRY,
|
||||
'3821': cte.INDUSTRY,
|
||||
'3456': cte.WAREHOUSE,
|
||||
'2075': cte.WAREHOUSE,
|
||||
'3020': cte.WAREHOUSE,
|
||||
'3821': cte.WAREHOUSE,
|
||||
'6613': cte.MEDIUM_OFFICE,
|
||||
'4826': cte.WAREHOUSE,
|
||||
'5839': cte.MULTI_FAMILY_HOUSE,
|
||||
'4316': cte.WAREHOUSE,
|
||||
'6592': cte.OFFICE_AND_ADMINISTRATION,
|
||||
'3971': cte.INDUSTRY,
|
||||
'3972': cte.INDUSTRY,
|
||||
'2694': cte.INDUSTRY,
|
||||
'3882': cte.INDUSTRY,
|
||||
'3119': cte.INDUSTRY,
|
||||
'2495': cte.INDUSTRY,
|
||||
'3971': cte.WAREHOUSE,
|
||||
'3972': cte.WAREHOUSE,
|
||||
'2694': cte.WAREHOUSE,
|
||||
'3882': cte.WAREHOUSE,
|
||||
'3119': cte.WAREHOUSE,
|
||||
'2495': cte.WAREHOUSE,
|
||||
'4759': cte.MEDIUM_OFFICE,
|
||||
'6439': cte.WAREHOUSE,
|
||||
'6643': cte.WAREHOUSE,
|
||||
'3470': cte.INDUSTRY,
|
||||
'3531': cte.INDUSTRY,
|
||||
'4823': cte.NON_HEATED,
|
||||
'2293': cte.INDUSTRY,
|
||||
'3532': cte.INDUSTRY,
|
||||
'3913': cte.INDUSTRY,
|
||||
'3470': cte.WAREHOUSE,
|
||||
'3531': cte.WAREHOUSE,
|
||||
'4823': cte.RESIDENTIAL,
|
||||
'2293': cte.WAREHOUSE,
|
||||
'3532': cte.WAREHOUSE,
|
||||
'3913': cte.WAREHOUSE,
|
||||
'6816': cte.OFFICE_AND_ADMINISTRATION,
|
||||
'3562': cte.INDUSTRY,
|
||||
'3562': cte.WAREHOUSE,
|
||||
'6496': cte.COMMERCIAL,
|
||||
'4119': cte.WAREHOUSE,
|
||||
'6533': cte.OUT_PATIENT_HEALTH_CARE,
|
||||
'6814': cte.PRIMARY_SCHOOL,
|
||||
'6353': cte.WAREHOUSE,
|
||||
'3392': cte.INDUSTRY,
|
||||
'3392': cte.WAREHOUSE,
|
||||
'5114': cte.STRIP_MALL,
|
||||
'5131': cte.STRIP_MALL,
|
||||
'3641': cte.INDUSTRY,
|
||||
'2614': cte.INDUSTRY,
|
||||
'3661': cte.INDUSTRY,
|
||||
'2081': cte.INDUSTRY,
|
||||
'3340': cte.INDUSTRY,
|
||||
'3641': cte.WAREHOUSE,
|
||||
'2614': cte.WAREHOUSE,
|
||||
'3661': cte.WAREHOUSE,
|
||||
'2081': cte.WAREHOUSE,
|
||||
'3340': cte.WAREHOUSE,
|
||||
'4928': cte.WORKSHOP,
|
||||
'3712': cte.INDUSTRY,
|
||||
'3253': cte.INDUSTRY,
|
||||
'3860': cte.INDUSTRY,
|
||||
'3892': cte.INDUSTRY,
|
||||
'2992': cte.INDUSTRY,
|
||||
'3712': cte.WAREHOUSE,
|
||||
'3253': cte.WAREHOUSE,
|
||||
'3860': cte.WAREHOUSE,
|
||||
'3892': cte.WAREHOUSE,
|
||||
'2992': cte.WAREHOUSE,
|
||||
'5598': cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD,
|
||||
'4825': cte.NON_HEATED,
|
||||
'2071': cte.INDUSTRY,
|
||||
'6495': cte.INDUSTRY,
|
||||
'2914': cte.INDUSTRY,
|
||||
'3182': cte.INDUSTRY,
|
||||
'3791': cte.INDUSTRY,
|
||||
'3992': cte.INDUSTRY,
|
||||
'3114': cte.INDUSTRY,
|
||||
'4825': cte.RESIDENTIAL,
|
||||
'2071': cte.WAREHOUSE,
|
||||
'6495': cte.WAREHOUSE,
|
||||
'2914': cte.WAREHOUSE,
|
||||
'3182': cte.WAREHOUSE,
|
||||
'3791': cte.WAREHOUSE,
|
||||
'3992': cte.WAREHOUSE,
|
||||
'3114': cte.WAREHOUSE,
|
||||
'7920': cte.OFFICE_AND_ADMINISTRATION,
|
||||
'5891': cte.RESTAURANT,
|
||||
'5835': cte.SMALL_HOTEL,
|
||||
'6565': cte.HEALTH_CARE,
|
||||
'3391': cte.INDUSTRY,
|
||||
'6615': cte.INDUSTRY,
|
||||
'3883': cte.INDUSTRY,
|
||||
'2032': cte.INDUSTRY,
|
||||
'2994': cte.INDUSTRY,
|
||||
'4871': cte.INDUSTRY,
|
||||
'3391': cte.WAREHOUSE,
|
||||
'6615': cte.WAREHOUSE,
|
||||
'3883': cte.WAREHOUSE,
|
||||
'2032': cte.WAREHOUSE,
|
||||
'2994': cte.WAREHOUSE,
|
||||
'4871': cte.WAREHOUSE,
|
||||
'5113': cte.WORKSHOP,
|
||||
'3571': cte.INDUSTRY,
|
||||
'2342': cte.INDUSTRY,
|
||||
'3911': cte.INDUSTRY,
|
||||
'3571': cte.WAREHOUSE,
|
||||
'2342': cte.WAREHOUSE,
|
||||
'3911': cte.WAREHOUSE,
|
||||
'7444': cte.EDUCATION,
|
||||
'2221': cte.INDUSTRY,
|
||||
'2221': cte.WAREHOUSE,
|
||||
'8192': cte.FARM,
|
||||
'2439': cte.INDUSTRY,
|
||||
'3891': cte.INDUSTRY,
|
||||
'2439': cte.WAREHOUSE,
|
||||
'3891': cte.WAREHOUSE,
|
||||
'6354': cte.WORKSHOP,
|
||||
'4815': cte.NON_HEATED,
|
||||
'4815': cte.RESIDENTIAL,
|
||||
'6651': cte.WORKSHOP,
|
||||
'2822': cte.INDUSTRY,
|
||||
'2821': cte.INDUSTRY,
|
||||
'2822': cte.WAREHOUSE,
|
||||
'2821': cte.WAREHOUSE,
|
||||
'1211': cte.RESIDENTIAL,
|
||||
'8133': cte.INDUSTRY,
|
||||
'8133': cte.WAREHOUSE,
|
||||
'6572': cte.HEALTH_CARE,
|
||||
'2734': cte.INDUSTRY,
|
||||
'8132': cte.INDUSTRY,
|
||||
'6659': cte.INDUSTRY,
|
||||
'2734': cte.WAREHOUSE,
|
||||
'8132': cte.WAREHOUSE,
|
||||
'6659': cte.WAREHOUSE,
|
||||
'6332': cte.COMMERCIAL,
|
||||
'6595': cte.COMMERCIAL,
|
||||
'5393': cte.COMMERCIAL,
|
||||
'5450': cte.COMMERCIAL,
|
||||
'8127': cte.INDUSTRY,
|
||||
'8127': cte.WAREHOUSE,
|
||||
'5595': cte.COMMERCIAL,
|
||||
'6571': cte.HEALTH_CARE,
|
||||
'5030': cte.COMMERCIAL,
|
||||
@ -646,41 +646,41 @@ class MontrealFunctionToHubFunction:
|
||||
'7516': cte.SPORTS_LOCATION,
|
||||
'5523': cte.COMMERCIAL,
|
||||
'5722': cte.COMMERCIAL,
|
||||
'4732': cte.NON_HEATED,
|
||||
'4732': cte.RESIDENTIAL,
|
||||
'7491': cte.SPORTS_LOCATION,
|
||||
'3262': cte.INDUSTRY,
|
||||
'8543': cte.INDUSTRY,
|
||||
'3262': cte.WAREHOUSE,
|
||||
'8543': cte.WAREHOUSE,
|
||||
'6129': cte.COMMERCIAL,
|
||||
'5362': cte.COMMERCIAL,
|
||||
'8122': cte.INDUSTRY,
|
||||
'8122': cte.WAREHOUSE,
|
||||
'5597': cte.COMMERCIAL,
|
||||
'3269': cte.INDUSTRY,
|
||||
'3269': cte.WAREHOUSE,
|
||||
'5331': cte.COMMERCIAL,
|
||||
'5522': cte.COMMERCIAL,
|
||||
'7421': cte.WAREHOUSE,
|
||||
'2723': cte.INDUSTRY,
|
||||
'4822': cte.NON_HEATED,
|
||||
'2723': cte.WAREHOUSE,
|
||||
'4822': cte.RESIDENTIAL,
|
||||
'6319': cte.COMMERCIAL,
|
||||
'8131': cte.INDUSTRY,
|
||||
'8131': cte.WAREHOUSE,
|
||||
'7422': cte.SPORTS_LOCATION,
|
||||
'3140': cte.INDUSTRY,
|
||||
'9220': cte.NON_HEATED,
|
||||
'4852': cte.NON_HEATED,
|
||||
'3694': cte.INDUSTRY,
|
||||
'3140': cte.WAREHOUSE,
|
||||
'9220': cte.RESIDENTIAL,
|
||||
'4852': cte.RESIDENTIAL,
|
||||
'3694': cte.WAREHOUSE,
|
||||
'6632': cte.COMMERCIAL,
|
||||
'6656': cte.WAREHOUSE,
|
||||
'8322': cte.INDUSTRY,
|
||||
'8126': cte.INDUSTRY,
|
||||
'8322': cte.WAREHOUSE,
|
||||
'8126': cte.WAREHOUSE,
|
||||
'6638': cte.COMMERCIAL,
|
||||
'2292': cte.INDUSTRY,
|
||||
'2292': cte.WAREHOUSE,
|
||||
'6392': cte.COMMERCIAL,
|
||||
'4313': cte.WAREHOUSE,
|
||||
'4312': cte.NON_HEATED,
|
||||
'4312': cte.RESIDENTIAL,
|
||||
'6417': cte.COMMERCIAL,
|
||||
'6234': cte.COMMERCIAL,
|
||||
'6254': cte.COMMERCIAL,
|
||||
'7396': cte.SPORTS_LOCATION,
|
||||
'3579': cte.INDUSTRY,
|
||||
'3579': cte.WAREHOUSE,
|
||||
'6596': cte.COMMERCIAL,
|
||||
'5397': cte.COMMERCIAL,
|
||||
'5946': cte.COMMERCIAL,
|
||||
@ -693,27 +693,27 @@ class MontrealFunctionToHubFunction:
|
||||
'6333': cte.COMMERCIAL,
|
||||
'5932': cte.COMMERCIAL,
|
||||
'5332': cte.COMMERCIAL,
|
||||
'3510': cte.INDUSTRY,
|
||||
'3510': cte.WAREHOUSE,
|
||||
'5732': cte.COMMERCIAL,
|
||||
'4811': cte.INDUSTRY,
|
||||
'4811': cte.WAREHOUSE,
|
||||
'5422': cte.COMMERCIAL,
|
||||
'5596': cte.COMMERCIAL,
|
||||
'5740': cte.COMMERCIAL,
|
||||
'3232': cte.INDUSTRY,
|
||||
'3232': cte.WAREHOUSE,
|
||||
'5933': cte.COMMERCIAL,
|
||||
'5992': cte.COMMERCIAL,
|
||||
'3443': cte.INDUSTRY,
|
||||
'2472': cte.INDUSTRY,
|
||||
'3443': cte.WAREHOUSE,
|
||||
'2472': cte.WAREHOUSE,
|
||||
'6151': cte.COMMERCIAL,
|
||||
'3263': cte.INDUSTRY,
|
||||
'3263': cte.WAREHOUSE,
|
||||
'5396': cte.COMMERCIAL,
|
||||
'3249': cte.INDUSTRY,
|
||||
'3249': cte.WAREHOUSE,
|
||||
'4752': cte.COMMERCIAL,
|
||||
'6836': cte.EDUCATION,
|
||||
'3934': cte.INDUSTRY,
|
||||
'4849': cte.NON_HEATED,
|
||||
'4749': cte.NON_HEATED,
|
||||
'3441': cte.INDUSTRY,
|
||||
'3934': cte.WAREHOUSE,
|
||||
'4849': cte.RESIDENTIAL,
|
||||
'4749': cte.RESIDENTIAL,
|
||||
'3441': cte.WAREHOUSE,
|
||||
'7441': cte.SPORTS_LOCATION,
|
||||
'6320': cte.COMMERCIAL,
|
||||
'6191': cte.COMMERCIAL,
|
||||
@ -722,30 +722,30 @@ class MontrealFunctionToHubFunction:
|
||||
'4731': cte.COMMERCIAL,
|
||||
'5680': cte.COMMERCIAL,
|
||||
'9458': cte.COMMERCIAL,
|
||||
'2737': cte.INDUSTRY,
|
||||
'3264': cte.INDUSTRY,
|
||||
'2737': cte.WAREHOUSE,
|
||||
'3264': cte.WAREHOUSE,
|
||||
'6233': cte.COMMERCIAL,
|
||||
'4819': cte.INDUSTRY,
|
||||
'4819': cte.WAREHOUSE,
|
||||
'5183': cte.COMMERCIAL,
|
||||
'6724': cte.OFFICE_AND_ADMINISTRATION,
|
||||
'6131': cte.COMMERCIAL,
|
||||
'8121': cte.INDUSTRY,
|
||||
'8121': cte.WAREHOUSE,
|
||||
'6652': cte.WAREHOUSE,
|
||||
'5983': cte.COMMERCIAL,
|
||||
'7393': cte.SPORTS_LOCATION,
|
||||
'3350': cte.INDUSTRY,
|
||||
'3350': cte.WAREHOUSE,
|
||||
'6397': cte.COMMERCIAL,
|
||||
'3594': cte.INDUSTRY,
|
||||
'3594': cte.WAREHOUSE,
|
||||
'6637': cte.WAREHOUSE,
|
||||
'5191': cte.COMMERCIAL,
|
||||
'6636': cte.WAREHOUSE,
|
||||
'2061': cte.INDUSTRY,
|
||||
'2049': cte.INDUSTRY,
|
||||
'2061': cte.WAREHOUSE,
|
||||
'2049': cte.WAREHOUSE,
|
||||
'8299': cte.WAREHOUSE,
|
||||
'8180': cte.COMMERCIAL,
|
||||
'6516': cte.HEALTH_CARE,
|
||||
'6597': cte.OFFICE_AND_ADMINISTRATION,
|
||||
'2933': cte.INDUSTRY,
|
||||
'2933': cte.WAREHOUSE,
|
||||
'5154': cte.COMMERCIAL,
|
||||
'6371': cte.WAREHOUSE,
|
||||
'5995': cte.COMMERCIAL,
|
||||
@ -756,35 +756,35 @@ class MontrealFunctionToHubFunction:
|
||||
'5242': cte.COMMERCIAL,
|
||||
'5892': cte.COMMERCIAL,
|
||||
'5719': cte.COMMERCIAL,
|
||||
'2895': cte.INDUSTRY,
|
||||
'2895': cte.WAREHOUSE,
|
||||
'7415': cte.SPORTS_LOCATION,
|
||||
'4563': cte.NON_HEATED,
|
||||
'3014': cte.INDUSTRY,
|
||||
'4563': cte.RESIDENTIAL,
|
||||
'3014': cte.WAREHOUSE,
|
||||
'5691': cte.COMMERCIAL,
|
||||
'3111': cte.INDUSTRY,
|
||||
'8198': cte.INDUSTRY,
|
||||
'8141': cte.INDUSTRY,
|
||||
'3111': cte.WAREHOUSE,
|
||||
'8198': cte.WAREHOUSE,
|
||||
'8141': cte.WAREHOUSE,
|
||||
'7452': cte.WAREHOUSE,
|
||||
'3222': cte.INDUSTRY,
|
||||
'2713': cte.INDUSTRY,
|
||||
'2088': cte.INDUSTRY,
|
||||
'3222': cte.WAREHOUSE,
|
||||
'2713': cte.WAREHOUSE,
|
||||
'2088': cte.WAREHOUSE,
|
||||
'6564': cte.HEALTH_CARE,
|
||||
'6622': cte.WAREHOUSE,
|
||||
'5440': cte.COMMERCIAL,
|
||||
'2894': cte.INDUSTRY,
|
||||
'2894': cte.WAREHOUSE,
|
||||
'6625': cte.WAREHOUSE,
|
||||
'6239': cte.COMMERCIAL,
|
||||
'8129': cte.WAREHOUSE,
|
||||
'6647': cte.WAREHOUSE,
|
||||
'8137': cte.WAREHOUSE,
|
||||
'6553': cte.COMMERCIAL,
|
||||
'3442': cte.INDUSTRY,
|
||||
'4391': cte.NON_HEATED,
|
||||
'3442': cte.WAREHOUSE,
|
||||
'4391': cte.RESIDENTIAL,
|
||||
'5591': cte.COMMERCIAL,
|
||||
'5151': cte.COMMERCIAL,
|
||||
'5196': cte.COMMERCIAL,
|
||||
'6616': cte.COMMERCIAL,
|
||||
'2216': cte.INDUSTRY,
|
||||
'2216': cte.WAREHOUSE,
|
||||
'8191': cte.WAREHOUSE,
|
||||
'6422': cte.COMMERCIAL,
|
||||
'1212': cte.RESIDENTIAL,
|
||||
@ -793,11 +793,11 @@ class MontrealFunctionToHubFunction:
|
||||
'6658': cte.WAREHOUSE,
|
||||
'8123': cte.WAREHOUSE,
|
||||
'6346': cte.COMMERCIAL,
|
||||
'2731': cte.INDUSTRY,
|
||||
'2731': cte.WAREHOUSE,
|
||||
'7445': cte.COMMERCIAL,
|
||||
'8125': cte.WAREHOUSE,
|
||||
'4746': cte.NON_HEATED,
|
||||
'3922': cte.INDUSTRY,
|
||||
'4746': cte.RESIDENTIAL,
|
||||
'3922': cte.WAREHOUSE,
|
||||
'5360': cte.WAREHOUSE,
|
||||
'3330': cte.WAREHOUSE,
|
||||
'7610': cte.WAREHOUSE,
|
||||
|
||||
BIN
layer_6_pv_generation_multi_city.pdf
Normal file
BIN
layer_6_pv_generation_multi_city.pdf
Normal file
Binary file not shown.
BIN
layers_total_pv_all_4_cities.png
Normal file
BIN
layers_total_pv_all_4_cities.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 714 KiB |
196
pv_generation.py
196
pv_generation.py
@ -10,8 +10,16 @@ from pv_assessment.pv_system_assessment_without_consumption import PvSystemProdu
|
||||
from scripts import random_assignation
|
||||
import subprocess
|
||||
from pathlib import Path
|
||||
import geopandas as gpd
|
||||
import matplotlib.pyplot as plt
|
||||
from shapely.geometry import Polygon
|
||||
import os
|
||||
import pandas as pd
|
||||
|
||||
input_file = "data/selected_buildings.geojson"
|
||||
input_file_1 = "./data/updated_geojson_layers/output_layer_6.geojson"
|
||||
# input_file_2 = "./data/updated_geojson_layers/output_layer_20.geojson"
|
||||
# input_file_3 = "./data/updated_geojson_layers/output_layer_38.geojson"
|
||||
# input_file_4 = "./data/updated_geojson_layers/output_layer_53.geojson"
|
||||
|
||||
output_path = (Path(__file__).parent.parent / 'hub / out_files').resolve()
|
||||
output_path.mkdir(parents=True, exist_ok=True)
|
||||
@ -20,7 +28,8 @@ sra_output_path.mkdir(parents=True, exist_ok=True)
|
||||
pv_assessment_path = output_path / 'pv_outputs'
|
||||
pv_assessment_path.mkdir(parents=True, exist_ok=True)
|
||||
|
||||
city = GeometryFactory(
|
||||
def process_city(input_file, name_suffix):
|
||||
city_obj = GeometryFactory(
|
||||
"geojson",
|
||||
input_file,
|
||||
height_field="height",
|
||||
@ -30,116 +39,104 @@ city = GeometryFactory(
|
||||
lot_area_field='lot_area',
|
||||
build_area_field='build_area',
|
||||
function_to_hub=Dictionaries().montreal_function_to_hub_function).city
|
||||
ConstructionFactory('nrcan', city).enrich()
|
||||
WeatherFactory('epw', city).enrich()
|
||||
|
||||
ExportsFactory('sra', city, sra_output_path).export()
|
||||
sra_path = (sra_output_path / f'{city.name}_sra.xml').resolve()
|
||||
subprocess.run(['sra', str(sra_path)])
|
||||
ResultFactory('sra', city, sra_output_path).enrich()
|
||||
ConstructionFactory('nrcan', city_obj).enrich()
|
||||
WeatherFactory('epw', city_obj).enrich()
|
||||
|
||||
tilt_angle = 37
|
||||
solar_parameters = SolarCalculator(city=city,
|
||||
surface_azimuth_angle=180,
|
||||
tilt_angle=tilt_angle,
|
||||
standard_meridian=-75)
|
||||
solar_angles = solar_parameters.solar_angles
|
||||
solar_parameters.tilted_irradiance_calculator()
|
||||
random_assignation.call_random(city.buildings, random_assignation.residential_systems_percentage)
|
||||
EnergySystemsFactory('montreal_future', city).enrich()
|
||||
for building in city.buildings:
|
||||
PvSystemProduction(building=building,
|
||||
pv_system=None,
|
||||
battery=None,
|
||||
tilt_angle=tilt_angle,
|
||||
solar_angles=solar_angles,
|
||||
pv_installation_type='rooftop',
|
||||
simulation_model_type='explicit',
|
||||
module_model_name=None,
|
||||
inverter_efficiency=0.95,
|
||||
system_catalogue_handler=None,
|
||||
roof_percentage_coverage=0.75,
|
||||
facade_coverage_percentage=0,
|
||||
csv_output=False,
|
||||
output_path=pv_assessment_path).enrich()
|
||||
ExportsFactory('sra', city_obj, sra_output_path).export()
|
||||
sra_path = (sra_output_path / f'{city_obj.name}_sra.xml').resolve()
|
||||
subprocess.run(['sra', str(sra_path)])
|
||||
ResultFactory('sra', city_obj, sra_output_path).enrich()
|
||||
|
||||
print("simulation done")
|
||||
tilt_angle = 37
|
||||
solar_parameters = SolarCalculator(city=city_obj,
|
||||
surface_azimuth_angle=180,
|
||||
tilt_angle=tilt_angle,
|
||||
standard_meridian=-75)
|
||||
solar_angles = solar_parameters.solar_angles
|
||||
solar_parameters.tilted_irradiance_calculator()
|
||||
random_assignation.call_random(city_obj.buildings, random_assignation.residential_systems_percentage)
|
||||
EnergySystemsFactory('montreal_future', city_obj).enrich()
|
||||
for building in city_obj.buildings:
|
||||
PvSystemProduction(building=building,
|
||||
pv_system=None,
|
||||
battery=None,
|
||||
tilt_angle=tilt_angle,
|
||||
solar_angles=solar_angles,
|
||||
pv_installation_type='rooftop',
|
||||
simulation_model_type='explicit',
|
||||
module_model_name=None,
|
||||
inverter_efficiency=0.95,
|
||||
system_catalogue_handler=None,
|
||||
roof_percentage_coverage=0.75,
|
||||
facade_coverage_percentage=0,
|
||||
csv_output=False,
|
||||
output_path=pv_assessment_path).enrich()
|
||||
|
||||
return city_obj
|
||||
|
||||
city1 = process_city(input_file_1, "_city1")
|
||||
# city2 = process_city(input_file_2, "_city2")
|
||||
# city3 = process_city(input_file_3, "_city3")
|
||||
# city4 = process_city(input_file_4, "_city4")
|
||||
|
||||
print("All simulations done")
|
||||
|
||||
# PLOTTING STUFF
|
||||
|
||||
import geopandas as gpd
|
||||
import matplotlib.pyplot as plt
|
||||
from shapely.geometry import shape, Polygon
|
||||
import os
|
||||
|
||||
# Paths
|
||||
layers_file = "data/cmm_limites_avec_mtl.geojson" # Polygon layers
|
||||
layers_file = "data/cmm_limites_avec_mtl.geojson"
|
||||
main_dir = os.path.abspath(".")
|
||||
|
||||
# Read layer polygons
|
||||
layers_gdf = gpd.read_file(layers_file)
|
||||
if layers_gdf.crs is None:
|
||||
layers_gdf.set_crs(epsg=32188, inplace=True)
|
||||
|
||||
buildings_data = []
|
||||
for b in city.buildings:
|
||||
yearly_pv = b.pv_generation['year'][0]/1000
|
||||
if isinstance(yearly_pv, list):
|
||||
yearly_pv = sum(yearly_pv)
|
||||
def city_to_gdf(city_obj):
|
||||
buildings_data = []
|
||||
for b in city_obj.buildings:
|
||||
yearly_pv = b.pv_generation['year']
|
||||
if isinstance(yearly_pv, list):
|
||||
yearly_pv = sum(yearly_pv)
|
||||
else:
|
||||
yearly_pv = yearly_pv
|
||||
|
||||
# Extract the ground surface polygon from the building
|
||||
# Assuming the ground surface is at index 0. If not,
|
||||
# you may need to find it by checking the surface type.
|
||||
if not b.surfaces:
|
||||
continue # no surfaces, skip
|
||||
if not b.surfaces:
|
||||
continue
|
||||
|
||||
ground_surface = b.surfaces[0]
|
||||
coords_3d = ground_surface.solid_polygon.coordinates
|
||||
# Convert 3D coordinates (X,Y,Z) into 2D (X,Y)
|
||||
coords_2d = [(c[0], c[1]) for c in coords_3d]
|
||||
ground_surface = b.surfaces[0]
|
||||
coords_3d = ground_surface.solid_polygon.coordinates
|
||||
coords_2d = [(c[0], c[1]) for c in coords_3d]
|
||||
footprint_poly = Polygon(coords_2d)
|
||||
|
||||
# Create a Shapely polygon from these coordinates
|
||||
footprint_poly = Polygon(coords_2d)
|
||||
buildings_data.append({
|
||||
"geometry": footprint_poly,
|
||||
"yearly_pv": yearly_pv
|
||||
})
|
||||
|
||||
buildings_data.append({
|
||||
"geometry": footprint_poly,
|
||||
"yearly_pv": yearly_pv
|
||||
})
|
||||
gdf = gpd.GeoDataFrame(buildings_data, crs="EPSG:26911")
|
||||
gdf = gdf.to_crs(layers_gdf.crs)
|
||||
return gdf
|
||||
|
||||
# Create the GeoDataFrame from the buildings_data
|
||||
buildings_gdf = gpd.GeoDataFrame(buildings_data, crs="EPSG:26911") # Change CRS if needed
|
||||
gdf_city1 = city_to_gdf(city1)
|
||||
# gdf_city2 = city_to_gdf(city2)
|
||||
# gdf_city3 = city_to_gdf(city3)
|
||||
# gdf_city4 = city_to_gdf(city4)
|
||||
|
||||
# If layers_gdf is EPSG:32188 and buildings_gdf is EPSG:4326, reproject buildings:
|
||||
buildings_gdf = buildings_gdf.to_crs(layers_gdf.crs)
|
||||
all_buildings_gdf = gpd.GeoDataFrame(pd.concat([gdf_city1], ignore_index=True), crs=gdf_city1.crs)
|
||||
|
||||
# Loop through selected layers (e.g., layer_6, layer_7, etc.)
|
||||
# Let's say we have a list of layers we want to process:
|
||||
layers_of_interest = [f"layer_{i}" for i in range(6, 21)] # example from layer_6 to layer_20
|
||||
layers_of_interest = [f"layer_{i}" for i in range(6, 21)]
|
||||
|
||||
for layer_name in layers_of_interest:
|
||||
layer_poly = layers_gdf[layers_gdf["region"] == layer_name]
|
||||
if layer_poly.empty:
|
||||
continue
|
||||
|
||||
# There might be multiple polygons per layer_name; dissolve them into one for simplicity
|
||||
layer_union = layer_poly.unary_union
|
||||
if layer_union.is_empty:
|
||||
continue
|
||||
|
||||
# Select buildings within this layer polygon
|
||||
# Spatial join or mask
|
||||
buildings_in_layer = buildings_gdf[buildings_gdf.geometry.within(layer_union)]
|
||||
buildings_in_layer = all_buildings_gdf[all_buildings_gdf.geometry.within(layer_union)]
|
||||
if buildings_in_layer.empty:
|
||||
continue
|
||||
|
||||
# Plot the layer polygon and buildings
|
||||
fig, ax = plt.subplots(figsize=(20, 20), dpi=600)
|
||||
|
||||
# Plot polygon
|
||||
layer_poly.plot(ax=ax, facecolor="none", edgecolor="black", linewidth=1)
|
||||
|
||||
# Buildings colored by pv_generation
|
||||
# Let's set a colormap normalized by min/max PV
|
||||
vmin = buildings_in_layer["yearly_pv"].min()
|
||||
vmax = buildings_in_layer["yearly_pv"].max()
|
||||
|
||||
@ -154,38 +151,33 @@ for layer_name in layers_of_interest:
|
||||
ax.set_title(f"Yearly PV Generation - {layer_name}", fontsize=14)
|
||||
ax.set_aspect('equal', 'box')
|
||||
plt.tight_layout()
|
||||
plt.savefig(os.path.join(main_dir, f"{layer_name}_pv_generation.pdf"), dpi=300)
|
||||
plt.savefig(os.path.join(main_dir, f"{layer_name}_pv_generation_multi_city.pdf"), dpi=300)
|
||||
plt.close(fig)
|
||||
|
||||
# After generating individual layer plots, create a combined plot of all buildings (all layers):
|
||||
fig, ax = plt.subplots(figsize=(20, 20), dpi=1200)
|
||||
|
||||
# If you want all buildings, possibly also plot the entire layers polygon union as context
|
||||
layers_gdf.plot(ax=ax, facecolor="none", edgecolor="grey", linewidth=0.5)
|
||||
|
||||
vmin = buildings_gdf["yearly_pv"].min()
|
||||
vmax = buildings_gdf["yearly_pv"].max()
|
||||
vmin = all_buildings_gdf["yearly_pv"].min()
|
||||
vmax = all_buildings_gdf["yearly_pv"].max()
|
||||
|
||||
buildings_gdf.plot(column="yearly_pv", ax=ax,
|
||||
cmap="plasma",
|
||||
edgecolor="none",
|
||||
legend=True,
|
||||
legend_kwds={'label': "Yearly PV Generation (kWh)", 'orientation': "vertical"},
|
||||
vmin=vmin, vmax=vmax)
|
||||
all_buildings_gdf.plot(column="yearly_pv", ax=ax,
|
||||
cmap="plasma",
|
||||
edgecolor="none",
|
||||
legend=True,
|
||||
legend_kwds={'label': "Yearly PV Generation (kWh)", 'orientation': "vertical"},
|
||||
vmin=vmin, vmax=vmax)
|
||||
|
||||
ax.set_title("Yearly PV Generation - All Layers", fontsize=14)
|
||||
ax.set_title("Yearly PV Generation - All Layers (All 4 Cities)", fontsize=14)
|
||||
ax.set_aspect('equal', 'box')
|
||||
plt.tight_layout()
|
||||
plt.savefig(os.path.join(main_dir, "all_layers_pv_generation.png"), dpi=1200)
|
||||
plt.savefig(os.path.join(main_dir, "all_layers_pv_generation_all_4_cities.png"), dpi=1200)
|
||||
plt.close(fig)
|
||||
|
||||
# Finally, sum PV production by layer polygon and create a plot of polygons colored by total PV
|
||||
layer_sums = []
|
||||
for idx, row in layers_gdf.iterrows():
|
||||
region_name = row["region"]
|
||||
poly_geom = row["geometry"]
|
||||
# Buildings inside this polygon
|
||||
b_in_poly = buildings_gdf[buildings_gdf.geometry.within(poly_geom)]
|
||||
b_in_poly = all_buildings_gdf[all_buildings_gdf.geometry.within(poly_geom)]
|
||||
total_pv = b_in_poly["yearly_pv"].sum()
|
||||
layer_sums.append({
|
||||
"region": region_name,
|
||||
@ -206,10 +198,10 @@ layers_pv_gdf.plot(column="total_pv", ax=ax,
|
||||
legend_kwds={'label': "Total PV Generation per Layer (kWh)", 'orientation': "vertical"},
|
||||
vmin=vmin, vmax=vmax)
|
||||
|
||||
ax.set_title("Total PV Generation by Layer", fontsize=14)
|
||||
ax.set_title("Total PV Generation by Layer (All 4 Cities)", fontsize=14)
|
||||
ax.set_aspect('equal', 'box')
|
||||
plt.tight_layout()
|
||||
plt.savefig(os.path.join(main_dir, "layers_total_pv.png"), dpi=300)
|
||||
plt.savefig(os.path.join(main_dir, "layers_total_pv_all_4_cities.png"), dpi=300)
|
||||
plt.close(fig)
|
||||
|
||||
print("All plots generated successfully.")
|
||||
print("All plots generated successfully for the 4 cities.")
|
||||
|
||||
Loading…
Reference in New Issue
Block a user