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made problems be copied more nicely from the web front end
7 | 1 | def degree_rep(angle): |
2 | from math import degrees | |
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3 | try: |
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4 | return '%.2f°' % degrees(angle) |
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5 | except TypeError: |
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6 | return angle |
7 | 7 | |
8 | def position_vector(vertex): | |
9 | assert isinstance(vertex, Vertex) | |
10 | return Vector(*vertex.coordinates) | |
11 | ||
12 | def angle_magnitude_key(angle): | |
13 | ''' | |
14 | Returns how great an angle is. | |
15 | ''' | |
16 | from math import pi as π | |
17 | normalized_angle = abs(angle) % (2 * π) | |
18 | if normalized_angle > π: | |
19 | normalized_angle = (2 * π) - normalized_angle | |
20 | return normalized_angle | |
21 | ||
0 | 22 | class Vertex: |
23 | def __init__(self, x, y, z): | |
5 | 24 | if not all(is_real(coordinate) for coordinate in (x, y, z)): |
25 | raise ValueError(str.format('Bad vertex coordinates: {!r}', | |
26 | (x, y, z), | |
27 | )) | |
0 | 28 | self.x, self.y, self.z = x, y, z |
29 | def __repr__(self): | |
30 | return str.format('Vertex({!r}, {!r}, {!r})', self.x, self.y, self.z) | |
31 | def distance_to(self, other): | |
32 | # can't use hypot because of 3 arguments | |
33 | from math import sqrt | |
34 | return sqrt( | |
35 | (self.x - other.x) ** 2 + | |
36 | (self.y - other.y) ** 2 + | |
37 | (self.z - other.z) ** 2 | |
38 | ) | |
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39 | @property |
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40 | def coordinates(self): |
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41 | return self.x, self.y, self.z |
5 | 42 | def __add__(self, other): |
7 | 43 | assert not (type(self) == type(other) == Vertex) |
44 | if type(self) == Vector and type(other) == Vector: | |
45 | result_type = Vector | |
46 | else: | |
47 | result_type = Vertex | |
48 | return result_type(self.x + other.x, self.y + other.y, self.z + other.z) | |
49 | def __radd__(self, other): | |
50 | return self + other | |
5 | 51 | def __neg__(self): |
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52 | return type(self)(-self.x, -self.y, -self.z) |
5 | 53 | def __sub__(self, other): |
7 | 54 | result = self + (-position_vector(other)) |
55 | if isinstance(other, Vertex): | |
56 | return Vector(*result.coordinates) | |
57 | else: | |
58 | return result | |
5 | 59 | def __mul__(self, scalar): |
7 | 60 | assert is_real(scalar) |
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61 | return type(self)(self.x * scalar, self.y * scalar, self.z * scalar) |
5 | 62 | def __rmul__(self, other): |
63 | return self * other | |
64 | def __truediv__(self, scalar): | |
7 | 65 | assert is_real(scalar) |
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66 | return type(self)(self.x / scalar, self.y / scalar, self.z / scalar) |
5 | 67 | def __floordiv__(self, scalar): |
7 | 68 | assert is_real(scalar) |
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69 | return type(self)(self.x // scalar, self.y // scalar, self.z // scalar) |
5 | 70 | def __matmul__(self, transformation_matrix): |
71 | return transform(self, transformation_matrix) | |
72 | def __eq__(self, other): | |
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73 | return self.is_close(other, threshold = 1.0e-10) |
13 | 74 | def __ne__(self, other): |
75 | return not self.__eq__(other) | |
5 | 76 | def __lt__(self, other): |
77 | return self.coordinates < other.coordinates | |
78 | def __hash__(self): | |
79 | return hash(self.coordinates) | |
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80 | def is_close(self, other, *, threshold = 1.0e-05): |
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81 | return self.distance_to(other) < threshold |
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82 | #return all( |
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83 | # abs(a - b) < threshold |
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84 | # for a, b in zip(self.coordinates, other.coordinates) |
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85 | #) |
0 | 86 | |
87 | class LineSegment: | |
88 | def __init__(self, v1, v2): | |
89 | self.v1, self.v2 = v1, v2 | |
90 | def __repr__(self): | |
91 | return str.format('LineSegment({!r}, {!r})', self.v1, self.v2) | |
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92 | @property |
7 | 93 | def length(self): |
94 | return self.v1.distance_to(self.v2) | |
95 | @property | |
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96 | def vertices(self): |
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97 | return self.v1, self.v2 |
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98 | def __len__(self): |
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99 | return 2 |
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100 | def __getitem__(self, index): |
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101 | return self.vertices[index] |
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102 | |
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103 | class IndexRing: |
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104 | def __init__(self, container): |
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105 | self.container = container |
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106 | def __getitem__(self, index): |
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107 | return self.container[index % len(self.container)] |
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108 | |
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109 | class Vector(Vertex): |
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110 | def __init__(self, x, y, z): |
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111 | super().__init__(x, y, z) |
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112 | def __repr__(self): |
7 | 113 | return str.format('Vector({!r}, {!r}, {!r})', self.x, self.y, self.z) |
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114 | def length(self): |
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115 | from math import sqrt |
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116 | return sqrt(self.x ** 2 + self.y ** 2 + self.z ** 2) |
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117 | def normalized(self): |
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118 | length = self.length() |
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119 | if length > 0: |
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120 | return Vector(self.x / length, self.y / length, self.z / length) |
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121 | else: |
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122 | return Vector(0, 0, 0) |
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123 | |
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124 | def dot_product(v1, v2): |
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125 | ''' Returns the dot product v1 · v2. ''' |
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126 | return v1.x * v2.x + v1.y * v2.y + v1.z * v2.z |
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127 | |
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128 | def cross_product(v1, v2): |
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129 | ''' Returns the cross product v1 × v2. ''' |
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130 | return Vector( |
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131 | x = v1.y * v2.z - v1.z * v2.y, |
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132 | y = v1.z * v2.x - v1.x * v2.z, |
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133 | z = v1.x * v2.y - v1.y * v2.x, |
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134 | ) |
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135 | |
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136 | def unit_normal(a, b, c): |
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137 | x = Matrix3x3([ |
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138 | 1, a.y, a.z, |
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139 | 1, b.y, b.z, |
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140 | 1, c.y, c.z, |
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141 | ]).determinant() |
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142 | y = Matrix3x3([ |
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143 | a.x, 1, a.z, |
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144 | b.x, 1, b.z, |
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145 | c.x, 1, c.z, |
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146 | ]).determinant() |
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147 | z = Matrix3x3([ |
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148 | a.x, a.y, 1, |
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149 | b.x, b.y, 1, |
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150 | c.x, c.y, 1, |
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151 | ]).determinant() |
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152 | return Vector(x, y, z).normalized() |
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153 | |
13 | 154 | class NoIntersection(Exception): |
155 | pass | |
156 | ||
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157 | def pairs(iterable, *, count = 2): |
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158 | ''' |
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159 | Iterates the given iterable and returns tuples containing `count` |
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160 | sequential values in the iterable. |
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161 | |
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162 | Formally, for a vector A with indices 0…n and pair count k, this |
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163 | function yields: |
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164 | (A₀, A₁, …, Aₖ), |
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165 | (A₁, A₂, …, Aₖ₊₁), |
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166 | …, |
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167 | (Aₙ₋₂, Aₙ₋₁, …, Aₖ₋₂), |
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168 | (Aₙ₋₁, A₀, …, Aₖ₋₁). |
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169 | ''' |
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170 | iterable_count = len(iterable) |
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171 | for index in range(iterable_count): |
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172 | yield tuple( |
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173 | iterable[(index + offset) % iterable_count] |
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174 | for offset in range(count) |
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175 | ) |
0 | 176 | |
1 | 177 | class Polygon: |
178 | def __init__(self, vertices): | |
179 | self.vertices = vertices | |
180 | def __repr__(self): | |
181 | return str.format('Polygon({!r})', self.vertices) | |
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182 | def area(self): |
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183 | total = Vector(0, 0, 0) |
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184 | for v1, v2 in pairs(self.vertices): |
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185 | total += cross_product(v1, v2) |
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186 | return dot_product(total, unit_normal(self.vertices[0], self.vertices[1], self.vertices[2])) |
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187 | def centroid(self): |
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188 | ... |
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189 | raise NotImplementedError |
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190 | def __getitem__(self, index): |
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191 | return self.vertices[index % len(self.vertices)] |
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192 | def __len__(self): |
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193 | return len(self.vertices) |
7 | 194 | @property |
195 | def perimeter_lines(self): | |
196 | for v1, v2 in pairs(self.vertices): | |
197 | yield LineSegment(v1, v2) | |
198 | @property | |
12 | 199 | def angles(self): |
200 | from math import acos | |
7 | 201 | for v1, v2, v3 in pairs(self.vertices, count = 3): |
202 | vec1 = (position_vector(v3) - position_vector(v2)).normalized() | |
203 | vec2 = (position_vector(v1) - position_vector(v2)).normalized() | |
204 | cosine = dot_product(vec1, vec2) / vec1.length() / vec2.length() | |
12 | 205 | yield acos(cosine) |
206 | @property | |
207 | def smallest_angle(self): | |
208 | return min( | |
209 | angle_magnitude_key(angle) | |
210 | for angle in self.angles) | |
7 | 211 | @property |
212 | def hairline_ratio(self): | |
213 | lengths = [line.length for line in self.perimeter_lines] | |
214 | return max(lengths) / min(lengths) | |
1 | 215 | |
0 | 216 | def is_real(number): |
217 | return isinstance(number, int) or isinstance(number, float) | |
218 | ||
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219 | def matrix_indices(): |
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220 | ''' |
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221 | Yields index pairs for matrix iteration |
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222 | ''' |
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223 | from itertools import product |
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224 | yield from product(range(3), range(3)) |
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225 | |
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226 | class Matrix3x3: |
0 | 227 | ''' |
228 | A 3×3 matrix forming the top-left portion of a full 4×4 transformation | |
229 | matrix. | |
230 | ''' | |
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231 | class Row: |
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232 | def __init__(self, matrix_ref, i1, i2, i3): |
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233 | self.matrix_ref = matrix_ref |
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234 | self.matrix_indices = i1, i2, i3 |
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235 | def __getitem__(self, row_index): |
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236 | return self.matrix_ref[self.matrix_indices[row_index]] |
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237 | def __setitem__(self, row_index, value): |
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238 | self.matrix_ref[self.matrix_indices[row_index]] = value |
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239 | def __init__(self, values = None): |
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240 | if values is not None: |
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241 | assert(all(is_real(x) for x in values)) |
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242 | assert len(values) == 9 |
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243 | self.values = values |
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244 | else: |
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245 | self.values = [1, 0, 0, 0, 1, 0, 0, 0, 1] |
0 | 246 | def __repr__(self): |
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247 | if self != Matrix3x3(): |
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248 | return str.format('Matrix3x3({!r})', self.values) |
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249 | else: |
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250 | return 'Matrix3x3()' |
0 | 251 | def __getitem__(self, index): |
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252 | if isinstance(index, tuple): |
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253 | assert all(k in [0, 1, 2] for k in index) |
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254 | return self.values[index[0] * 3 + index[1]] |
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255 | else: |
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256 | return Matrix3x3.Row(self, index * 3, index * 3 + 1, index * 3 + 2) |
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257 | def determinant(self): |
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258 | return sum([ |
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259 | +(self[0, 0] * self[1, 1] * self[2, 2]), |
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260 | +(self[0, 1] * self[1, 2] * self[2, 0]), |
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261 | +(self[0, 2] * self[1, 0] * self[2, 1]), |
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262 | -(self[0, 2] * self[1, 1] * self[2, 0]), |
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263 | -(self[0, 1] * self[1, 0] * self[2, 2]), |
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264 | -(self[0, 0] * self[1, 2] * self[2, 1]), |
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265 | ]) |
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266 | def scaling_vector(self): |
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267 | ''' |
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268 | Extracts scaling factors from this transformation matrix. |
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269 | ''' |
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270 | from math import sqrt |
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271 | return Vector( |
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272 | x = sqrt(self[0, 0] ** 2 + self[1, 0] ** 2 + self[2, 0] ** 2), |
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273 | y = sqrt(self[0, 1] ** 2 + self[1, 1] ** 2 + self[2, 1] ** 2), |
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274 | z = sqrt(self[0, 2] ** 2 + self[1, 2] ** 2 + self[2, 2] ** 2), |
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275 | ) |
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276 | def rotation_component(self): |
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277 | ''' |
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278 | Extracts rotation from this matrix. |
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279 | ''' |
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280 | return self.split()[0] |
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281 | def split(self): |
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282 | ''' |
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283 | Extracts the rotation matrix and scaling vector. |
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284 | ''' |
24 | 285 | vec = self.scaling_vector() |
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286 | return Matrix3x3([ |
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287 | self[i, j] / vec.coordinates[j] |
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288 | for i, j in matrix_indices() |
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289 | ]), vec |
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290 | def contains_scaling(self): |
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291 | ''' |
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292 | Returns whether this matrix contains scaling factors. |
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293 | ''' |
24 | 294 | vec = self.scaling_vector() |
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295 | return abs((vec.x * vec.y * vec.z) - 1) >= 1e-10 |
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296 | def contains_rotation(self): |
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297 | ''' |
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298 | Returns whether this matrix contains rotation factors. |
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299 | ''' |
24 | 300 | return self.rotation_component() != Matrix3x3() |
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301 | def __eq__(self, other): |
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302 | ''' |
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303 | Returns whether two matrices are equivalent. |
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304 | ''' |
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305 | return all( |
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306 | abs(self[(i, j)] - other[(i, j)]) < 1e-10 |
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307 | for i, j in matrix_indices() |
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308 | ) |
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309 | def __matmul__(self, other): |
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310 | ''' |
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311 | Computes the matrix multiplication self × other. |
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312 | ''' |
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313 | return Matrix3x3([ |
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314 | sum(self[i, k] * other[k, j] for k in range(3)) |
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315 | for i, j in matrix_indices() |
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316 | ]) |
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317 | def __add__(self, other): |
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318 | return Matrix3x3([ |
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319 | a + b |
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320 | for a, b in zip(self.values, other.values) |
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321 | ]) |
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322 | def __mul__(self, scalar): |
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323 | return Matrix3x3([ |
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324 | x * scalar |
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325 | for x in self.values |
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326 | ]) |
0 | 327 | |
328 | def complete_matrix(matrix, anchor): | |
329 | ''' | |
330 | Combines a 3×3 matrix and an anchor vertex into a full 4×4 | |
331 | transformation matrix. | |
332 | ''' | |
333 | return [ | |
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334 | matrix[0, 0], matrix[0, 1], matrix[0, 2], anchor.x, |
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335 | matrix[1, 0], matrix[1, 1], matrix[1, 2], anchor.y, |
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336 | matrix[2, 0], matrix[2, 1], matrix[2, 2], anchor.z, |
0 | 337 | 0, 0, 0, 1, |
338 | ] | |
339 | ||
340 | def transform(vertex, transformation_matrix): | |
341 | ''' | |
342 | Transforms a vertex by a 4×4 transformation matrix. | |
343 | ''' | |
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344 | return Vertex( |
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345 | x = transformation_matrix[0] * vertex.x \ |
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346 | + transformation_matrix[1] * vertex.y \ |
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347 | + transformation_matrix[2] * vertex.z \ |
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348 | + transformation_matrix[3], |
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349 | y = transformation_matrix[4] * vertex.x \ |
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350 | + transformation_matrix[5] * vertex.y \ |
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351 | + transformation_matrix[6] * vertex.z \ |
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352 | + transformation_matrix[7], |
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353 | z = transformation_matrix[8] * vertex.x \ |
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354 | + transformation_matrix[9] * vertex.y \ |
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355 | + transformation_matrix[10] * vertex.z \ |
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356 | + transformation_matrix[11], |
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357 | ) |
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358 | |
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359 | def transform_to_xy(polygon): |
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360 | ''' |
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361 | Transforms the provided polygon into the XY plane. The polygon is |
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362 | assumed to be planar. |
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363 | |
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364 | Implementation is based on this StackOverflow answer: |
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365 | https://math.stackexchange.com/a/476311 |
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366 | ''' |
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367 | v1, v2, v3 = polygon.vertices[:3] |
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368 | a, b = v3 - v2, v1 - v2 |
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369 | normal = cross_product(a, b).normalized() |
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370 | v_matrix = Matrix3x3([ |
15 | 371 | 0, 0, -normal.x, |
372 | 0, 0, -normal.y, | |
373 | normal.x, normal.y, 0, | |
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374 | ]) |
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375 | try: |
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376 | rotation_matrix = Matrix3x3() |
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377 | rotation_matrix += v_matrix |
15 | 378 | rotation_matrix += (v_matrix @ v_matrix) * (1 / (1 + normal.z)) |
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379 | except ZeroDivisionError: |
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380 | rotation_matrix = Matrix3x3() |
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381 | full_matrix = complete_matrix(rotation_matrix, Vertex(0, 0, 0)) |
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382 | return Polygon([ |
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383 | transform(vertex = vertex, transformation_matrix = full_matrix) |
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384 | for vertex in polygon.vertices |
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385 | ]) |
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386 | |
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387 | def vector_angle(vec_1, vec_2, normalized = False): |
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388 | from math import acos, pi as π |
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389 | cosine = dot_product(vec_1, vec_2) |
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390 | try: |
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391 | cosine /= vec_1.length() * vec_2.length() |
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392 | except ZeroDivisionError: |
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393 | return 0 |
31 | 394 | # Fix the cosine, it can go outside bounds due to rounding errors, |
395 | # e.g. 1.0000000000000002, which then causes a math domain error. | |
396 | cosine = min(max(-1, cosine), 1) | |
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397 | angle = acos(cosine) |
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398 | if normalized and angle > π / 2: |
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399 | angle = π - angle |
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400 | return angle |
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401 | |
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402 | def split_quadrilateral(polygon): |
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403 | assert(len(polygon.vertices) == 4) |
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404 | vertices = IndexRing(polygon.vertices) |
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405 | for i in (0, 1): |
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406 | a, b = vertices[0 + i], vertices[1 + i] |
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407 | c, d = vertices[2 + i], vertices[3 + i] |
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408 | yield Polygon([a, b, c]), Polygon([b, c, d]) |
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409 | |
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410 | def triangle_plane_normal(polygon): |
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411 | assert(len(polygon.vertices) == 3) |
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412 | a, b, c = polygon.vertices[:3] |
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413 | return cross_product(b - a, b - c) |
28 | 414 | |
415 | def line_intersection_xy(line_1, line_2): | |
416 | ''' | |
417 | Computes 2D line intersection. Can return a point outside the given | |
418 | segments. Z is ignored. | |
419 | ''' | |
420 | a, b = line_1.vertices | |
421 | c, d = line_2.vertices | |
422 | denominator = (a.x - b.x) * (c.y - d.y) - (a.y - b.y) * (c.x - d.x) | |
423 | x = (c.x - d.x) * (a.x * b.y - a.y * b.x) | |
424 | x -= (a.x - b.x) * (c.x * d.y - c.y * d.x) | |
425 | y = (c.y - d.y) * (a.x * b.y - a.y * b.x) | |
426 | y -= (a.y - b.y) * (c.x * d.y - c.y * d.x) | |
427 | try: | |
428 | x /= denominator | |
429 | y /= denominator | |
430 | except ZeroDivisionError: | |
431 | return None | |
432 | else: | |
433 | return Vertex(x, y, 0) | |
434 | ||
435 | def line_segment_intersection_xy(line_1, line_2): | |
436 | ''' | |
437 | Computes 2D line intersection. Only returns a result if it falls | |
438 | inside the line segments. Z is ignored. | |
439 | ''' | |
440 | from math import inf | |
441 | intersection = line_intersection_xy(line_1, line_2) | |
442 | if intersection: | |
443 | a, b = line_1.vertices | |
444 | c, d = line_2.vertices | |
445 | try: | |
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446 | t1 = (intersection.x - a.x) / (b.x - a.x) |
28 | 447 | except ZeroDivisionError: |
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448 | t1 = inf |
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449 | try: |
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450 | t2 = (intersection.x - c.x) / (d.x - c.x) |
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451 | except ZeroDivisionError: |
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452 | t2 = inf |
28 | 453 | try: |
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454 | u1 = (intersection.y - a.y) / (b.y - a.y) |
28 | 455 | except ZeroDivisionError: |
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456 | u1 = inf |
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457 | try: |
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458 | u2 = (intersection.y - c.y) / (d.y - c.y) |
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459 | except ZeroDivisionError: |
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460 | u2 = inf |
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461 | if (0 < t1 < 1 and 0 < t2 < 1) or (0 < u1 < 1 and 0 < u2 < 1): |
28 | 462 | return intersection |
463 | else: | |
464 | return None | |
465 | else: | |
466 | return None |