hub/city_model_structure/attributes/surface.py

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"""
Surface module
SPDX - License - Identifier: LGPL - 3.0 - or -later
Copyright © 2020 Project Author Guille Gutierrez guillermo.gutierrezmorote@concordia.ca
contributors: Pilar Monsalvete pilar_monsalvete@yahoo.es
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"""
from __future__ import annotations
from typing import Union
import numpy as np
import pyny3d.geoms as pn
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import math
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from helpers.geometry_helper import GeometryHelper
class Surface:
"""
Surface class
"""
def __init__(self, coordinates, surface_type=None, name=None, swr='0.2', remove_last=True, is_projected=False):
self._coordinates = coordinates
self._type = surface_type
self._name = name
self._swr = swr
self._remove_last = remove_last
self._is_projected = is_projected
self._geometry_helper = GeometryHelper()
self._polygon = None
self._ground_polygon = None
self._area = None
self._points = None
self._ground_points = None
self._points_list = None
self._normal = None
self._azimuth = None
self._inclination = None
self._area_above_ground = None
self._area_below_ground = None
self._parent = None
self._shapely = None
self._projected_surface = None
self._min_x = None
self._min_y = None
self._min_z = None
self._shared_surfaces = []
self._global_irradiance = dict()
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self._ground_coordinates = (self.min_x, self.min_y, self.min_z)
def parent(self, parent, surface_id):
"""
Assign a city object as surface parent and a surface id
:param parent: CityObject
:param surface_id: str
:return: None
"""
self._parent = parent
self._name = str(surface_id)
@property
def name(self):
"""
Surface name
:return: str
"""
if self._name is None:
raise Exception('surface has no name')
return self._name
@property
def swr(self):
"""
Get surface short wave reflectance
:return: float
"""
return self._swr
@swr.setter
def swr(self, value):
"""
Set surface short wave reflectance
:param value: float
:return: None
"""
self._swr = value
@property
def points(self) -> np.ndarray:
"""
Surface point matrix
:return: np.ndarray
"""
if self._points is None:
self._points = np.fromstring(self._coordinates, dtype=float, sep=' ')
self._points = GeometryHelper.to_points_matrix(self._points, self._remove_last)
return self._points
def _min_coord(self, axis):
if axis == 'x':
axis = 0
elif axis == 'y':
axis = 1
else:
axis = 2
min_coordinate = ''
for point in self.points:
if min_coordinate == '':
min_coordinate = point[axis]
elif min_coordinate > point[axis]:
min_coordinate = point[axis]
return min_coordinate
@property
def min_x(self):
"""
Surface minimal x value
:return: float
"""
if self._min_x is None:
self._min_x = self._min_coord('x')
return self._min_x
@property
def min_y(self):
"""
Surface minimal y value
:return: float
"""
if self._min_y is None:
self._min_y = self._min_coord('y')
return self._min_y
@property
def min_z(self):
"""
Surface minimal z value
:return: float
"""
if self._min_z is None:
self._min_z = self._min_coord('z')
return self._min_z
@property
def ground_points(self) -> np.ndarray:
"""
Surface grounded points matrix
:return: np.ndarray
"""
if self._ground_points is None:
coordinates = ''
for point in self.points:
x = point[0] - self._ground_coordinates[0]
y = point[1] - self._ground_coordinates[1]
z = point[2] - self._ground_coordinates[2]
if coordinates != '':
coordinates = coordinates + ' '
coordinates = coordinates + str(x) + ' ' + str(y) + ' ' + str(z)
self._ground_points = np.fromstring(coordinates, dtype=float, sep=' ')
self._ground_points = GeometryHelper.to_points_matrix(self._ground_points, False)
return self._ground_points
@property
def points_list(self) -> np.ndarray:
"""
Surface point list
:return: np.ndarray
"""
if self._points_list is None:
s = self.points
self._points_list = np.reshape(s, len(s) * 3)
return self._points_list
@property
def polygon(self) -> Union[pn.Polygon, None]:
"""
Surface polygon
:return: None or pyny3d.Polygon
"""
if self._polygon is None:
try:
self._polygon = pn.Polygon(self.points)
except ValueError:
# is not really a polygon but a line so just return none
self._polygon = None
return self._polygon
@property
def ground_polygon(self) -> Union[pn.Polygon, None]:
"""
Surface grounded polygon
:return: None or pyny3d.Polygon
"""
if self._ground_polygon is None:
try:
self._ground_polygon = pn.Polygon(self.ground_points)
except ValueError:
# is not really a polygon but a line so just return none
self._ground_polygon = None
return self._ground_polygon
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@property
def area(self):
"""
Surface area in square meters
:return: float
"""
# New method to calculate area
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if self._area is None:
if len(self.points) < 3:
print('Warning: the area of a line or point cannot be calculated. Area = 0')
return 0
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alpha = 0
vec_1 = self.points[1] - self.points[0]
for i in range(2, len(self.points)):
vec_2 = self.points[i] - self.points[0]
alpha += self.angle_between_vectors(vec_1, vec_2)
if alpha == 0:
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print('Warning: the area of a line or point cannot be calculated. Area = 0')
return 0
horizontal_points = self.rotate_surface_to_horizontal(self)
area = 0
for i in range(0, len(horizontal_points)-1):
point = horizontal_points[i]
next_point = horizontal_points[i+1]
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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])
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self._area = abs(area)
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return self._area
@staticmethod
def rotate_surface_to_horizontal(surface):
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z_vector = [0, 0, 1]
normal_vector = surface.normal
horizontal_points = []
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x = normal_vector[0]
y = normal_vector[1]
if x == 0 and y == 0:
# Already horizontal
for point in surface.points:
horizontal_points.append([point[0], point[1], 0])
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else:
alpha = surface.angle_between_vectors(normal_vector, z_vector)
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rotation_line = np.cross(normal_vector, z_vector)
third_axis = np.cross(normal_vector, rotation_line)
w_1 = rotation_line / np.linalg.norm(rotation_line)
w_2 = normal_vector
w_3 = third_axis / np.linalg.norm(third_axis)
rotation_matrix = np.array([[1, 0, 0],
[0, math.cos(alpha), -math.sin(alpha)],
[0, math.sin(alpha), math.cos(alpha)]])
base_matrix = np.array([w_1, w_2, w_3])
rotation_base_matrix = np.matmul(base_matrix.transpose(), rotation_matrix.transpose())
rotation_base_matrix = np.matmul(rotation_base_matrix, base_matrix)
if rotation_base_matrix is None:
print('Error processing rotation base matrix')
else:
for point in surface.points:
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new_point = np.matmul(rotation_base_matrix, point)
horizontal_points.append(new_point)
return horizontal_points
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@staticmethod
def angle_between_vectors(vec_1, vec_2):
alpha = math.acos(np.dot(vec_1, vec_2) / np.linalg.norm(vec_1) / np.linalg.norm(vec_2))
if np.linalg.norm(vec_1) == 0 or np.linalg.norm(vec_2) == 0:
print('ERROR')
# todo: rise error
return alpha
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def _is_almost_same_terrain(self, terrain_points, ground_points):
equal = 0
for terrain_point in terrain_points:
for ground_point in ground_points:
if self._geometry_helper.almost_equal(terrain_point, ground_point):
equal += 1
return equal == len(terrain_points)
@property
def _is_terrain(self):
for t_points in self._parent.terrains:
if len(t_points) == len(self.points) and self._is_almost_same_terrain(t_points, self.points):
return True
return False
@property
def area_above_ground(self):
"""
Surface area above ground in square meters
:return: float
"""
if self._area_above_ground is None:
self._area_above_ground = self.area - self.area_below_ground
return self._area_above_ground
@property
def area_below_ground(self):
"""
Surface area below ground in square meters
:return: float
"""
if self._area_below_ground is None:
self._area_below_ground = 0.0
if self._is_terrain:
self._area_below_ground = self.area
return self._area_below_ground
@property
def normal(self) -> np.ndarray:
"""
Surface normal vector
:return: np.ndarray
"""
if self._normal is None:
points = self.points
cross_product = np.cross(points[1] - points[0], points[2] - points[0])
self._normal = cross_product / np.linalg.norm(cross_product)
return self._normal
@property
def azimuth(self):
"""
Surface azimuth in radians
:return: float
"""
if self._azimuth is None:
normal = self.normal
self._azimuth = np.arctan2(normal[1], normal[0])
return self._azimuth
@property
def inclination(self):
"""
Surface inclination in radians
:return: float
"""
if self._inclination is None:
self._inclination = np.arccos(self.normal[2])
return self._inclination
@property
def type(self):
"""
Surface type Ground, Wall or Roof
:return: str
"""
if self._type is None:
grad = np.rad2deg(self.inclination)
if grad >= 170:
self._type = 'Ground'
elif 80 <= grad <= 100:
self._type = 'Wall'
else:
self._type = 'Roof'
return self._type
def add_shared(self, surface, intersection_area):
"""
Add a given surface and shared area in percent to this surface.
:param surface:
:param intersection_area:
:return:
"""
percent = intersection_area / self.area
self._shared_surfaces.append((percent, surface))
def shared(self, surface):
"""
Check if given surface share some area with this surface
:param surface: Surface
:return: None
"""
if self.type != 'Wall' or surface.type != 'Wall':
return
if self._geometry_helper.is_almost_same_surface(self, surface):
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try:
intersection_area = self.intersect(surface).area
except ValueError:
intersection_area = 0
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self.add_shared(surface, intersection_area)
surface.add_shared(self, intersection_area)
@property
def global_irradiance(self) -> dict:
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"""
global irradiance on surface in Wh/m2
:return: dict{DataFrame(float)}
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"""
return self._global_irradiance
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@global_irradiance.setter
def global_irradiance(self, value):
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"""
global irradiance on surface in Wh/m2
:param value: dict{DataFrame(float)}
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"""
self._global_irradiance = value
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@property
def shapely(self) -> Union[None, pn.Polygon]:
"""
Surface shapely (Z projection)
:return: None or pyny3d.Polygon
"""
if self.polygon is None:
return None
if self._shapely is None:
self._shapely = self.polygon.get_shapely()
return self._shapely
@staticmethod
def _polygon_to_surface(polygon) -> Surface:
coordinates = ''
for coordinate in polygon.exterior.coords:
if coordinates != '':
coordinates = coordinates + ' '
coordinates = coordinates + str(coordinate[0]) + ' ' + str(coordinate[1]) + ' 0.0'
return Surface(coordinates, remove_last=False)
@property
def projection(self) -> Surface:
"""
Projected surface (Z projection)
:return: Surface
"""
if self._is_projected:
return self
if self._projected_surface is None:
shapely = self.shapely
if shapely is not None:
self._projected_surface = self._polygon_to_surface(shapely)
return self._projected_surface
def intersect(self, surface) -> Union[Surface, None]:
"""
Get the intersection surface, if any, between the given surface and this surface
:param surface: Surface
:return: None or Surface
"""
min_x = min(self.min_x, surface.min_x)
min_y = min(self.min_y, surface.min_y)
min_z = min(self.min_z, surface.min_z)
self._ground_coordinates = (min_x, min_y, min_z)
surface._ground_coordinates = (min_x, min_y, min_z)
origin = (0, 0, 0)
azimuth = self.azimuth - (np.pi / 2)
while azimuth < 0:
azimuth += (np.pi / 2)
inclination = self.inclination - np.pi
while inclination < 0:
inclination += np.pi
polygon1 = self.ground_polygon.rotate(azimuth, 'z', origin).rotate(inclination, 'x', origin)
polygon2 = surface.ground_polygon.rotate(azimuth, 'z', origin).rotate(inclination, 'x', origin)
try:
coordinates = ''
intersection = pn.Surface([polygon1]).intersect_with(polygon2)
if len(intersection) == 0:
return None
for coordinate in pn.Surface([polygon1]).intersect_with(polygon2)[0]:
if coordinates != '':
coordinates = coordinates + ' '
coordinates = coordinates + str(coordinate[0]) + ' ' + str(coordinate[1]) + ' 0.0'
if coordinates == '':
return None
intersect_surface = Surface(coordinates, remove_last=False)
if intersect_surface.polygon is None:
return None
return Surface(coordinates, remove_last=False)
except Exception as err:
print('Warning: intersecting surfaces', err)
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return None
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@property
def convex(self):
return pn.Polygon.is_convex(self.polygon.points)