Mon, 01 Sep 2025 00:04:16 -0500
AXPY for nalgebra matrices, not just vectors
| 5 | 1 | /*! |
| 2 | This module provides various sets and traits for them. | |
| 3 | */ | |
| 4 | ||
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5 | use crate::euclidean::Euclidean; |
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6 | use crate::instance::{Instance, Space}; |
| 5 | 7 | use crate::loc::Loc; |
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8 | use crate::types::*; |
| 0 | 9 | use serde::Serialize; |
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10 | use std::ops::{Range, RangeFrom, RangeFull, RangeInclusive, RangeTo, RangeToInclusive}; |
| 0 | 11 | |
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12 | pub mod cube; |
| 5 | 13 | pub use cube::Cube; |
| 0 | 14 | |
| 15 | /// Trait for arbitrary sets. The parameter `U` is the element type. | |
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16 | pub trait Set<U> |
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17 | where |
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18 | U: Space, |
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19 | { |
| 5 | 20 | /// Check for element containment |
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21 | fn contains<I: Instance<U>>(&self, item: I) -> bool; |
| 0 | 22 | } |
| 23 | ||
| 5 | 24 | /// Additional ordering (besides [`PartialOrd`]) of a subfamily of sets: |
| 25 | /// greatest lower bound and least upper bound. | |
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26 | pub trait SetOrd: Sized { |
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27 | /// Returns the smallest set of same class contain both parameters. |
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28 | fn common(&self, other: &Self) -> Self; |
| 0 | 29 | |
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30 | /// Returns the greatest set of same class contaied by n both parameter sets. |
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31 | fn intersect(&self, other: &Self) -> Option<Self>; |
| 0 | 32 | } |
| 33 | ||
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34 | impl<U, const N: usize> Set<Loc<N, U>> for Cube<N, U> |
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35 | where |
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36 | U: Num + PartialOrd + Sized, |
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37 | { |
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38 | fn contains<I: Instance<Loc<N, U>>>(&self, item: I) -> bool { |
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39 | item.eval_ref_decompose(|r| self.0.iter().zip(r.iter()).all(|(s, x)| s.contains(x))) |
| 0 | 40 | } |
| 41 | } | |
| 42 | ||
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43 | impl<U: Space> Set<U> for RangeFull { |
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44 | fn contains<I: Instance<U>>(&self, _item: I) -> bool { |
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45 | true |
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46 | } |
| 0 | 47 | } |
| 48 | ||
| 49 | macro_rules! impl_ranges { | |
| 50 | ($($range:ident),*) => { $( | |
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51 | impl<U,Idx> Set<U> for $range<Idx> |
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52 | where |
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53 | Idx : PartialOrd<U>, |
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54 | U : PartialOrd<Idx> + Space, |
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55 | Idx : PartialOrd |
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56 | { |
| 0 | 57 | #[inline] |
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58 | fn contains<I : Instance<U>>(&self, item : I) -> bool { |
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59 | item.eval(|x| $range::contains(&self, x)) |
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60 | } |
| 0 | 61 | } |
| 62 | )* } | |
| 63 | } | |
| 64 | ||
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65 | impl_ranges!(RangeFrom, Range, RangeInclusive, RangeTo, RangeToInclusive); |
| 0 | 66 | |
| 5 | 67 | /// Halfspaces described by an orthogonal vector and an offset. |
| 68 | /// | |
| 69 | /// The halfspace is $H = \\{ t v + a \mid a^⊤ v = 0 \\}$, where $v$ is the orthogonal | |
| 70 | /// vector and $t$ the offset. | |
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71 | #[derive(Clone, Copy, Debug, Serialize, Eq, PartialEq)] |
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72 | pub struct Halfspace<A, F> |
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73 | where |
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74 | A: Euclidean<F>, |
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75 | F: Float, |
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76 | { |
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77 | pub orthogonal: A, |
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78 | pub offset: F, |
| 0 | 79 | } |
| 80 | ||
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81 | impl<A, F> Halfspace<A, F> |
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82 | where |
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83 | A: Euclidean<F>, |
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84 | F: Float, |
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85 | { |
| 0 | 86 | #[inline] |
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87 | pub fn new(orthogonal: A, offset: F) -> Self { |
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88 | Halfspace { |
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89 | orthogonal: orthogonal, |
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90 | offset: offset, |
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91 | } |
| 0 | 92 | } |
| 93 | } | |
| 94 | ||
| 5 | 95 | /// Trait for generating a halfspace spanned by another set `Self` of elements of type `U`. |
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96 | pub trait SpannedHalfspace<F> |
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97 | where |
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98 | F: Float, |
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99 | { |
| 5 | 100 | /// Type of the orthogonal vector describing the halfspace. |
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101 | type A: Euclidean<F>; |
| 5 | 102 | /// Returns the halfspace spanned by this set. |
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103 | fn spanned_halfspace(&self) -> Halfspace<Self::A, F>; |
| 0 | 104 | } |
| 105 | ||
| 106 | // TODO: Gram-Schmidt for higher N. | |
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107 | impl<F: Float> SpannedHalfspace<F> for [Loc<1, F>; 2] { |
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108 | type A = Loc<1, F>; |
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109 | fn spanned_halfspace(&self) -> Halfspace<Self::A, F> { |
| 0 | 110 | let (x0, x1) = (self[0], self[1]); |
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111 | Halfspace::new(x1 - x0, x0[0]) |
| 0 | 112 | } |
| 113 | } | |
| 114 | ||
| 115 | // TODO: Gram-Schmidt for higher N. | |
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116 | impl<F: Float> SpannedHalfspace<F> for [Loc<2, F>; 2] { |
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117 | type A = Loc<2, F>; |
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118 | fn spanned_halfspace(&self) -> Halfspace<Self::A, F> { |
| 0 | 119 | let (x0, x1) = (&self[0], &self[1]); |
| 120 | let d = x1 - x0; | |
| 121 | let orthog = loc![d[1], -d[0]]; // We don't normalise for efficiency | |
| 122 | let offset = x0.dot(&orthog); | |
| 123 | Halfspace::new(orthog, offset) | |
| 124 | } | |
| 125 | } | |
| 126 | ||
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127 | impl<A, F> Set<A> for Halfspace<A, F> |
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128 | where |
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129 | A: Euclidean<F>, |
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130 | F: Float, |
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131 | { |
| 0 | 132 | #[inline] |
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133 | fn contains<I: Instance<A>>(&self, item: I) -> bool { |
| 0 | 134 | self.orthogonal.dot(item) >= self.offset |
| 135 | } | |
| 136 | } | |
| 137 | ||
| 138 | /// Polygons defined by `N` `Halfspace`s. | |
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139 | #[derive(Clone, Copy, Debug, Eq, PartialEq)] |
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140 | pub struct NPolygon<A, const N: usize, F = f64>(pub [Halfspace<A, F>; N]) |
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141 | where |
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142 | A: Euclidean<F>, |
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143 | F: Float; |
| 0 | 144 | |
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145 | impl<A, F, const N: usize> Set<A> for NPolygon<A, N, F> |
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146 | where |
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147 | A: Euclidean<F>, |
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148 | F: Float, |
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149 | { |
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150 | fn contains<I: Instance<A>>(&self, item: I) -> bool { |
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151 | item.eval_ref_decompose(|r| self.0.iter().all(|halfspace| halfspace.contains(r))) |
| 0 | 152 | } |
| 153 | } |