geometry.py

Fri, 22 Dec 2017 15:13:43 +0200

author
Santeri Piippo
date
Fri, 22 Dec 2017 15:13:43 +0200
changeset 9
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child 12
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permissions
-rw-r--r--

Added matrix code, moved library paths to ldcheck.cfg.

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1 def degree_rep(angle):
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2 from math import degrees
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3 return '∠ %.2f°' % degrees(angle)
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4
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5 def position_vector(vertex):
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6 assert isinstance(vertex, Vertex)
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7 return Vector(*vertex.coordinates)
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8
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9 def angle_magnitude_key(angle):
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10 '''
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11 Returns how great an angle is.
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12 '''
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13 from math import pi as π
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14 normalized_angle = abs(angle) % (2 * π)
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15 if normalized_angle > π:
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16 normalized_angle = (2 * π) - normalized_angle
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17 return normalized_angle
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18
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19 class Vertex:
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20 def __init__(self, x, y, z):
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21 if not all(is_real(coordinate) for coordinate in (x, y, z)):
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22 raise ValueError(str.format('Bad vertex coordinates: {!r}',
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23 (x, y, z),
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24 ))
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25 self.x, self.y, self.z = x, y, z
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26 def __repr__(self):
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27 return str.format('Vertex({!r}, {!r}, {!r})', self.x, self.y, self.z)
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28 def distance_to(self, other):
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29 # can't use hypot because of 3 arguments
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30 from math import sqrt
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31 return sqrt(
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32 (self.x - other.x) ** 2 +
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33 (self.y - other.y) ** 2 +
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34 (self.z - other.z) ** 2
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35 )
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36 @property
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37 def coordinates(self):
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38 return self.x, self.y, self.z
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39 def __add__(self, other):
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40 assert not (type(self) == type(other) == Vertex)
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41 if type(self) == Vector and type(other) == Vector:
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42 result_type = Vector
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43 else:
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44 result_type = Vertex
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45 return result_type(self.x + other.x, self.y + other.y, self.z + other.z)
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46 def __radd__(self, other):
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47 return self + other
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48 def __neg__(self):
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49 return type(self)(-self.x, -self.y, -self.z)
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50 def __sub__(self, other):
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51 result = self + (-position_vector(other))
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52 if isinstance(other, Vertex):
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53 return Vector(*result.coordinates)
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54 else:
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55 return result
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56 def __mul__(self, scalar):
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57 assert is_real(scalar)
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58 return type(self)(self.x * scalar, self.y * scalar, self.z * scalar)
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59 def __rmul__(self, other):
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60 return self * other
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61 def __truediv__(self, scalar):
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62 assert is_real(scalar)
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63 return type(self)(self.x / scalar, self.y / scalar, self.z / scalar)
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64 def __floordiv__(self, scalar):
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65 assert is_real(scalar)
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66 return type(self)(self.x // scalar, self.y // scalar, self.z // scalar)
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67 def __matmul__(self, transformation_matrix):
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68 return transform(self, transformation_matrix)
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69 def __eq__(self, other):
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70 return self.coordinates == other.coordinates
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71 def __lt__(self, other):
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72 return self.coordinates < other.coordinates
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73 def __hash__(self):
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74 return hash(self.coordinates)
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75
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76 class VertexOp:
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77 def __init__(self, callable):
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78 self.callable = callable
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79 def __rmul__(self, coordinate):
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80 return self.callable(coordinate)
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81
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82 class LineSegment:
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83 def __init__(self, v1, v2):
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84 self.v1, self.v2 = v1, v2
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85 def __repr__(self):
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86 return str.format('LineSegment({!r}, {!r})', self.v1, self.v2)
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87 @property
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88 def length(self):
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89 return self.v1.distance_to(self.v2)
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90 @property
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91 def vertices(self):
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92 return self.v1, self.v2
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93 def __len__(self):
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94 return 2
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95 def __getitem__(self, index):
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96 return self.vertices[index]
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97
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98 class IndexRing:
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99 def __init__(self, container):
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100 self.container = container
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101 def __getitem__(self, index):
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102 return self.container[index % len(self.container)]
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103
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104 class Vector(Vertex):
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105 def __init__(self, x, y, z):
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106 super().__init__(x, y, z)
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107 def __repr__(self):
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108 return str.format('Vector({!r}, {!r}, {!r})', self.x, self.y, self.z)
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109 def length(self):
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110 from math import sqrt
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111 return sqrt(self.x ** 2 + self.y ** 2 + self.z ** 2)
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112 def normalized(self):
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113 length = self.length()
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114 if length > 0:
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115 return Vector(self.x / length, self.y / length, self.z / length)
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116 else:
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117 return Vector(0, 0, 0)
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118
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119 def dot_product(v1, v2):
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120 ''' Returns the dot product v1 · v2. '''
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121 return v1.x * v2.x + v1.y * v2.y + v1.z * v2.z
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122
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123 def cross_product(v1, v2):
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124 ''' Returns the cross product v1 × v2. '''
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125 return Vector(
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126 x = v1.y * v2.z - v1.z * v2.y,
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127 y = v1.z * v2.x - v1.x * v2.z,
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128 z = v1.x * v2.y - v1.y * v2.x,
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129 )
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130
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131 def unit_normal(a, b, c):
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132 x = Matrix3x3([
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133 1, a.y, a.z,
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134 1, b.y, b.z,
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135 1, c.y, c.z,
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136 ]).determinant()
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137 y = Matrix3x3([
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138 a.x, 1, a.z,
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139 b.x, 1, b.z,
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140 c.x, 1, c.z,
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141 ]).determinant()
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142 z = Matrix3x3([
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143 a.x, a.y, 1,
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144 b.x, b.y, 1,
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145 c.x, c.y, 1,
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146 ]).determinant()
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147 return Vector(x, y, z).normalized()
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148
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149 def pairs(iterable, *, count = 2):
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150 '''
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151 Iterates the given iterable and returns tuples containing `count`
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152 sequential values in the iterable.
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153
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154 Formally, for a vector A with indices 0…n and pair count k, this
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155 function yields:
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156 (A₀, A₁, …, Aₖ),
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157 (A₁, A₂, …, Aₖ₊₁),
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158 …,
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159 (Aₙ₋₂, Aₙ₋₁, …, Aₖ₋₂),
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160 (Aₙ₋₁, A₀, …, Aₖ₋₁).
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161 '''
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162 iterable_count = len(iterable)
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163 for index in range(iterable_count):
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164 yield tuple(
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165 iterable[(index + offset) % iterable_count]
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166 for offset in range(count)
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167 )
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168
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169 class Polygon:
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170 def __init__(self, vertices):
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171 self.vertices = vertices
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172 def __repr__(self):
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173 return str.format('Polygon({!r})', self.vertices)
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174 def area(self):
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175 total = Vector(0, 0, 0)
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176 for v1, v2 in pairs(self.vertices):
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177 total += cross_product(v1, v2)
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178 return dot_product(total, unit_normal(self.vertices[0], self.vertices[1], self.vertices[2]))
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179 def centroid(self):
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180 ...
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181 raise NotImplementedError
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182 def __getitem__(self, index):
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183 return self.vertices[index % len(self.vertices)]
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184 def __len__(self):
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185 return len(self.vertices)
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186 @property
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187 def perimeter_lines(self):
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188 for v1, v2 in pairs(self.vertices):
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189 yield LineSegment(v1, v2)
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190 @property
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191 def smallest_angle(self):
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192 from math import acos, inf
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193 min_angle = inf
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194 for v1, v2, v3 in pairs(self.vertices, count = 3):
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195 vec1 = (position_vector(v3) - position_vector(v2)).normalized()
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196 vec2 = (position_vector(v1) - position_vector(v2)).normalized()
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197 cosine = dot_product(vec1, vec2) / vec1.length() / vec2.length()
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198 min_angle = min(min_angle, angle_magnitude_key(acos(cosine)))
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199 return min_angle
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200 @property
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201 def hairline_ratio(self):
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202 lengths = [line.length for line in self.perimeter_lines]
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203 return max(lengths) / min(lengths)
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204
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205 def is_real(number):
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206 return isinstance(number, int) or isinstance(number, float)
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207
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208 def matrix_indices():
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209 '''
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210 Yields index pairs for matrix iteration
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211 '''
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212 from itertools import product
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213 yield from product(range(3), range(3))
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214
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215 class Matrix3x3:
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216 '''
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217 A 3×3 matrix forming the top-left portion of a full 4×4 transformation
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218 matrix.
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219 '''
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220 class Row:
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221 def __init__(self, matrix_ref, i1, i2, i3):
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222 self.matrix_ref = matrix_ref
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223 self.matrix_indices = i1, i2, i3
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224 def __getitem__(self, row_index):
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225 return self.matrix_ref[self.matrix_indices[row_index]]
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226 def __setitem__(self, row_index, value):
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227 self.matrix_ref[self.matrix_indices[row_index]] = value
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228 def __init__(self, values = None):
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229 if values is not None:
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230 assert(all(is_real(x) for x in values))
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231 assert len(values) == 9
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232 self.values = values
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233 else:
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234 self.values = [1, 0, 0, 0, 1, 0, 0, 0, 1]
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235 def __repr__(self):
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236 if self != Matrix3x3():
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237 return str.format('Matrix3x3({!r})', self.values)
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238 else:
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239 return 'Matrix3x3()'
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240 def __getitem__(self, index):
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241 if isinstance(index, tuple):
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242 assert all(k in [0, 1, 2] for k in index)
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243 return self.values[index[0] * 3 + index[1]]
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244 else:
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245 return Matrix3x3.Row(self, index * 3, index * 3 + 1, index * 3 + 2)
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246 def determinant(self):
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247 return sum([
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248 +(self[0, 0] * self[1, 1] * self[2, 2]),
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249 +(self[0, 1] * self[1, 2] * self[2, 0]),
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250 +(self[0, 2] * self[1, 0] * self[2, 1]),
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251 -(self[0, 2] * self[1, 1] * self[2, 0]),
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252 -(self[0, 1] * self[1, 0] * self[2, 2]),
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253 -(self[0, 0] * self[1, 2] * self[2, 1]),
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254 ])
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255 @property
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256 def scaling_vector(self):
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257 '''
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258 Extracts scaling factors from this transformation matrix.
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259 '''
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260 from math import sqrt
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261 return Vector(
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262 x = sqrt(self[0, 0] ** 2 + self[1, 0] ** 2 + self[2, 0] ** 2),
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263 y = sqrt(self[0, 1] ** 2 + self[1, 1] ** 2 + self[2, 1] ** 2),
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264 z = sqrt(self[0, 2] ** 2 + self[1, 2] ** 2 + self[2, 2] ** 2),
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265 )
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266 @property
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267 def rotation_component(self):
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268 '''
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269 Extracts rotation from this matrix.
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270 '''
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271 return self.split()[0]
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272 def split(self):
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273 '''
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274 Extracts the rotation matrix and scaling vector.
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275 '''
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276 vec = self.scaling_vector
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277 return Matrix3x3([
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278 self[i, j] / vec.coordinates[j]
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279 for i, j in matrix_indices()
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280 ]), vec
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281 @property
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282 def contains_scaling(self):
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283 '''
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284 Returns whether this matrix contains scaling factors.
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285 '''
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286 vec = self.scaling_vector
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287 return abs((vec.x * vec.y * vec.z) - 1) >= 1e-10
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288 @property
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289 def contains_rotation(self):
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290 '''
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291 Returns whether this matrix contains rotation factors.
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292 '''
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293 return self.rotation_component != Matrix3x3()
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294 def __eq__(self, other):
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295 '''
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296 Returns whether two matrices are equivalent.
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297 '''
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298 return all(
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299 abs(self[(i, j)] - other[(i, j)]) < 1e-10
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300 for i, j in matrix_indices()
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301 )
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302 def __matmul__(self, other):
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303 '''
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304 Computes the matrix multiplication self × other.
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305 '''
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306 return Matrix3x3([
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307 sum(self[i, k] * other[k, j] for k in range(3))
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308 for i, j in matrix_indices()
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309 ])
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310
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311 def complete_matrix(matrix, anchor):
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312 '''
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313 Combines a 3×3 matrix and an anchor vertex into a full 4×4
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314 transformation matrix.
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315 '''
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316 return [
9
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317 matrix[0, 0], matrix[0, 1], matrix[0, 2], anchor.x,
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318 matrix[1, 0], matrix[1, 1], matrix[1, 2], anchor.y,
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319 matrix[2, 0], matrix[2, 1], matrix[2, 2], anchor.z,
0
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320 0, 0, 0, 1,
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321 ]
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322
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323 def transform(vertex, transformation_matrix):
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324 '''
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325 Transforms a vertex by a 4×4 transformation matrix.
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326 '''
9
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327 return Vertex(
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328 x = transformation_matrix[0] * vertex.x \
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329 + transformation_matrix[1] * vertex.y \
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330 + transformation_matrix[2] * vertex.z \
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331 + transformation_matrix[3],
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332 y = transformation_matrix[4] * vertex.x \
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333 + transformation_matrix[5] * vertex.y \
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334 + transformation_matrix[6] * vertex.z \
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335 + transformation_matrix[7],
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336 z = transformation_matrix[8] * vertex.x \
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337 + transformation_matrix[9] * vertex.y \
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338 + transformation_matrix[10] * vertex.z \
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339 + transformation_matrix[11],
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340 )

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