Compare commits

..

13 Commits

Author SHA1 Message Date
89254891b8 Merge pull request 'shared_surfaces_method' (#5) from shared_surfaces_method into main
Reviewed-on: https://nextgenerations-cities.encs.concordia.ca/gitea/CERC/hub/pulls/5
2023-03-16 12:04:19 -04:00
6ea41b1c85 export to obj completed 2023-03-16 12:03:23 -04:00
fdef2152d9 export to obj partial implementation 2023-03-16 10:51:41 -04:00
20b88fbccb Custom extrusion and volume calculation for Geojson 2023-03-15 14:21:38 -04:00
f0a07d9c0e Reintroduce debug information in the geometry_helper 2023-03-15 11:30:25 -04:00
9a7bc6644c Merge branch 'main' into shared_surfaces_method 2023-03-14 12:32:26 -04:00
Pilar
a0e52b3e8d added shared walls to geojson. geojson importer test raises an error because the surfaces are triangulated. It should be solved when extrusion is finished 2023-03-10 15:15:18 -05:00
Pilar
d198ac9141 Merge branch 'main' into shared_surfaces_method
# Conflicts:
#	hub/helpers/geometry_helper.py
2023-03-10 14:15:29 -05:00
Pilar
10acb712f1 Merge remote-tracking branch 'origin/shared_surfaces_method' into shared_surfaces_method
# Conflicts:
#	hub/helpers/geometry_helper.py
2023-03-10 14:14:09 -05:00
591107f8cf Merge remote-tracking branch 'origin/shared_surfaces_method' into shared_surfaces_method
# Conflicts:
#	hub/helpers/geometry_helper.py
#	hub/unittests/test_geometry_factory.py
2023-03-10 14:05:53 -05:00
Pilar
44aed37ef4 Merge branch 'main' into shared_surfaces_method 2023-03-10 14:01:04 -05:00
Pilar
91e688d910 working test of percentage shared by walls 2023-03-10 14:00:51 -05:00
Pilar
28914a7402 working test of percentage shared by walls 2023-03-09 12:40:45 -05:00
9 changed files with 212 additions and 81 deletions

View File

@ -34,6 +34,7 @@ class CityObject:
self._max_y = ConfigurationHelper().min_coordinate self._max_y = ConfigurationHelper().min_coordinate
self._max_z = ConfigurationHelper().min_coordinate self._max_z = ConfigurationHelper().min_coordinate
self._centroid = None self._centroid = None
self._volume = None
self._external_temperature = dict() self._external_temperature = dict()
self._global_horizontal = dict() self._global_horizontal = dict()
self._diffuse = dict() self._diffuse = dict()
@ -63,7 +64,13 @@ class CityObject:
Get city object volume in cubic meters Get city object volume in cubic meters
:return: float :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 @property
def detailed_polyhedron(self) -> Polyhedron: def detailed_polyhedron(self) -> Polyhedron:

View File

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

View File

@ -11,24 +11,51 @@ from hub.exports.formats.triangular import Triangular
from hub.imports.geometry_factory import GeometryFactory from hub.imports.geometry_factory import GeometryFactory
class Obj(Triangular): class Obj:
""" """
Export to obj format Export to obj format
""" """
def __init__(self, city, path): 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)

View File

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

View File

@ -6,13 +6,15 @@ Project Coder Guillermo Gutierrez Guillermo.GutierrezMorote@concordia.ca
""" """
import json import json
import numpy as np
import trimesh.creation import trimesh.creation
from pyproj import Transformer from pyproj import Transformer
from shapely.geometry import Polygon as ShapelyPolygon from shapely.geometry import Polygon as ShapelyPolygon
import hub.helpers.constants as cte import hub.helpers.constants as cte
from hub.imports.geometry.helpers.geometry_helper import GeometryHelper from hub.helpers.geometry_helper import GeometryHelper
from hub.imports.geometry.helpers.geometry_helper import GeometryHelper as igh
from hub.city_model_structure.attributes.polygon import Polygon from hub.city_model_structure.attributes.polygon import Polygon
from hub.city_model_structure.building import Building from hub.city_model_structure.building import Building
from hub.city_model_structure.building_demand.surface import Surface from hub.city_model_structure.building_demand.surface import Surface
@ -62,9 +64,11 @@ class Geojson:
surfaces = [] surfaces = []
buildings = [] buildings = []
for zone, surface_coordinates in enumerate(surfaces_coordinates): for zone, surface_coordinates in enumerate(surfaces_coordinates):
points = GeometryHelper.points_from_string(GeometryHelper.remove_last_point_from_string(surface_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) polygon = Polygon(points)
surfaces.append(Surface(polygon, polygon, surface_type=cte.GROUND)) surfaces.append(Surface(polygon, polygon))
buildings.append(Building(f'{name}_zone_{zone}', surfaces, year_of_construction, function)) buildings.append(Building(f'{name}_zone_{zone}', surfaces, year_of_construction, function))
return buildings return buildings
@ -73,22 +77,41 @@ class Geojson:
lod0_buildings = Geojson._create_buildings_lod0(name, year_of_construction, function, surface_coordinates) lod0_buildings = Geojson._create_buildings_lod0(name, year_of_construction, function, surface_coordinates)
surfaces = [] surfaces = []
buildings = [] buildings = []
for zone, lod0_building in enumerate(lod0_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 return buildings
def _get_polygons(self, polygons, coordinates): def _get_polygons(self, polygons, coordinates):
@ -106,6 +129,50 @@ class Geojson:
polygons.append(transformed_coordinates.lstrip(' ')) polygons.append(transformed_coordinates.lstrip(' '))
return polygons return polygons
@staticmethod
def _find_wall(line_1, line_2):
for i in range(0, 2):
point_1 = line_1[i]
point_2 = line_2[i]
distance = GeometryHelper.distance_between_points(point_1, point_2)
if distance > 1e-2:
return False
return True
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
ground_line = []
for point in wall.perimeter_polygon.coordinates:
if point[2] < 0.5:
ground_line.append(point)
# todo: erase when we have no triangulation
if len(ground_line) < 2:
continue
# todo: erase down to here
for entry in building_mapped:
if building_mapped[entry]['shared_points'] <= 5:
continue
line = [building_mapped[entry]['line_start'], building_mapped[entry]['line_end']]
neighbour_line = [building_mapped[entry]['neighbour_line_start'],
building_mapped[entry]['neighbour_line_end']]
neighbour_height = city.city_object(building_mapped[entry]['neighbour_name']).max_height
if self._find_wall(line, ground_line):
line_shared = (GeometryHelper.distance_between_points(line[0], line[1]) +
GeometryHelper.distance_between_points(neighbour_line[0], neighbour_line[1]) -
GeometryHelper.distance_between_points(line[1], neighbour_line[0]) -
GeometryHelper.distance_between_points(line[0], neighbour_line[1])) / 2
percentage_ground = line_shared / GeometryHelper.distance_between_points(line[0], line[1])
percentage_height = neighbour_height / building.max_height
if percentage_height > 1:
percentage_height = 1
percentage += percentage_ground * percentage_height
wall.percentage_shared = percentage
@property @property
def city(self) -> City: def city(self) -> City:
""" """
@ -115,6 +182,7 @@ class Geojson:
missing_functions = [] missing_functions = []
buildings = [] buildings = []
building_id = 0 building_id = 0
lod = 1
for feature in self._geojson['features']: for feature in self._geojson['features']:
extrusion_height = 0 extrusion_height = 0
if self._extrusion_height_field is not None: if self._extrusion_height_field is not None:
@ -140,7 +208,6 @@ class Geojson:
building_name = f'building_{building_id}' building_name = f'building_{building_id}'
building_id += 1 building_id += 1
polygons = [] polygons = []
lod = 1
for part, coordinates in enumerate(geometry['coordinates']): for part, coordinates in enumerate(geometry['coordinates']):
polygons = self._get_polygons(polygons, coordinates) polygons = self._get_polygons(polygons, coordinates)
for zone, polygon in enumerate(polygons): for zone, polygon in enumerate(polygons):
@ -163,6 +230,9 @@ class Geojson:
for building in buildings: for building in buildings:
self._city.add_city_object(building) self._city.add_city_object(building)
self._city.level_of_detail.geometry = lod self._city.level_of_detail.geometry = lod
if lod == 1:
lines_information = GeometryHelper.city_mapping(self._city)
self._store_shared_percentage_to_walls(self._city, lines_information)
if len(missing_functions) > 0: if len(missing_functions) > 0:
print(f'There are unknown functions {missing_functions}') print(f'There are unknown functions {missing_functions}')
return self._city return self._city

View File

@ -45,3 +45,10 @@ class GeometryHelper:
array = points.split(' ') array = points.split(' ')
res = " " res = " "
return res.join(array[0:len(array) - 3]) return res.join(array[0:len(array) - 3])
@staticmethod
def invert_points(points):
res = []
for point in points:
res.insert(0,point)
return res

View File

@ -22,4 +22,5 @@ bcrypt==4.0.1
shapely shapely
geopandas geopandas
triangle triangle
psycopg2-binary psycopg2-binary
PIL

View File

@ -4,13 +4,11 @@ SPDX - License - Identifier: LGPL - 3.0 - or -later
Copyright © 2022 Concordia CERC group Copyright © 2022 Concordia CERC group
Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
""" """
import datetime
from pathlib import Path from pathlib import Path
from unittest import TestCase from unittest import TestCase
from hub.helpers.geometry_helper import GeometryHelper from hub.helpers.geometry_helper import GeometryHelper
from numpy import inf
import hub.exports.exports_factory import hub.exports.exports_factory
from hub.imports.construction_factory import ConstructionFactory from hub.imports.construction_factory import ConstructionFactory
from hub.imports.geometry_factory import GeometryFactory from hub.imports.geometry_factory import GeometryFactory
@ -118,7 +116,6 @@ class TestGeometryFactory(TestCase):
city = self._get_city(file, 'rhino') city = self._get_city(file, 'rhino')
self.assertIsNotNone(city, 'city is none') self.assertIsNotNone(city, 'city is none')
self.assertTrue(len(city.buildings) == 36) self.assertTrue(len(city.buildings) == 36)
i = 0
def test_import_obj(self): def test_import_obj(self):
""" """
@ -142,7 +139,7 @@ class TestGeometryFactory(TestCase):
function_field='CODE_UTILI') function_field='CODE_UTILI')
hub.exports.exports_factory.ExportsFactory('obj', city, self._output_path).export() hub.exports.exports_factory.ExportsFactory('obj', city, self._output_path).export()
self.assertEqual(207, len(city.buildings), 'wrong number of buildings') self.assertEqual(195, len(city.buildings), 'wrong number of buildings')
self._check_buildings(city) self._check_buildings(city)
def test_map_neighbours(self): def test_map_neighbours(self):
@ -150,13 +147,21 @@ class TestGeometryFactory(TestCase):
Test neighbours map creation Test neighbours map creation
""" """
file = 'neighbours.geojson' file = 'neighbours.geojson'
city = self._get_city(file, 'geojson',
year_of_construction_field='ANNEE_CONS',
function_field='LIBELLE_UT')
info_lod0 = GeometryHelper.city_mapping(city, plot=False)
city = self._get_city(file, 'geojson', city = self._get_city(file, 'geojson',
height_field='citygml_me', height_field='citygml_me',
year_of_construction_field='ANNEE_CONS', year_of_construction_field='ANNEE_CONS',
function_field='LIBELLE_UT') function_field='LIBELLE_UT')
print(GeometryHelper.city_mapping(city)) info_lod1 = 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: for building in city.buildings:
self.assertEqual(2, len(building.neighbours)) self.assertEqual(2, len(building.neighbours))
print(building.volume)
self.assertEqual('2_part_0_zone_0',city.city_object('1_part_0_zone_0').neighbours[0].name) self.assertEqual('2_part_0_zone_0',city.city_object('1_part_0_zone_0').neighbours[0].name)
self.assertEqual('3_part_0_zone_0',city.city_object('1_part_0_zone_0').neighbours[1].name) self.assertEqual('3_part_0_zone_0',city.city_object('1_part_0_zone_0').neighbours[1].name)
@ -164,4 +169,3 @@ class TestGeometryFactory(TestCase):
self.assertEqual('3_part_0_zone_0',city.city_object('2_part_0_zone_0').neighbours[1].name) 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('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) self.assertEqual('2_part_0_zone_0', city.city_object('3_part_0_zone_0').neighbours[1].name)

View File

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