1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
use std::ops::{Add, Sub, Mul, Div};
use std::ops::{AddAssign, SubAssign, MulAssign, DivAssign};
use num_traits::{NumAssign, MulAdd, MulAddAssign};
use arrayvec::{Array, ArrayVec};
use {Vector, VectorOps, VectorAssignOps};
mod add;
mod sub;
mod mul;
mod div;
mod mul_add;
mod dot;
mod distance;
mod debug;
mod iter;
pub use self::iter::{Iter, IntoIter};
pub struct SparseVector<A>
where
A: Array,
{
components: ArrayVec<A>,
}
impl<T, A> SparseVector<A>
where
A: Array<Item = (usize, T)>,
{
#[inline]
pub fn len(&self) -> usize {
self.components.len()
}
#[inline]
pub fn is_empty(&self) -> bool {
self.components.is_empty()
}
#[inline]
pub fn iter<'a>(&'a self) -> Iter<'a, T> {
Iter::new(&self.components[..])
}
}
impl<T, A> Clone for SparseVector<A>
where
T: Clone,
A: Array<Item = (usize, T)>,
{
fn clone(&self) -> Self {
let components = self.components.clone();
Self { components }
}
}
impl<T, A> PartialEq for SparseVector<A>
where
T: PartialEq,
A: Array<Item = (usize, T)>,
{
fn eq(&self, other: &Self) -> bool {
self.components.eq(&other.components)
}
}
impl<T, A> From<A> for SparseVector<A>
where
A: Array<Item = (usize, T)>,
{
#[inline]
fn from(items: A) -> Self {
Self { components: ArrayVec::from(items) }
}
}
impl<V, T, A> VectorOps<V, T> for SparseVector<A>
where
Self: Add<V, Output = Self> + Sub<V, Output = Self> + Mul<T, Output = Self> + Div<T, Output = Self> + MulAdd<T, V, Output = Self>,
T: Copy + NumAssign + MulAdd<T, T, Output = T>,
A: Array<Item = (usize, T)>,
{}
impl<V, T, A> VectorAssignOps<V, T> for SparseVector<A>
where
Self: AddAssign<V> + SubAssign<V> + MulAssign<T> + DivAssign<T> + MulAddAssign<T, V>,
T: Copy + NumAssign + MulAddAssign,
A: Array<Item = (usize, T)>,
{}
impl<T, A> Vector<T> for SparseVector<A>
where
Self: VectorOps<Self, T>,
T: Copy + PartialOrd + NumAssign + MulAdd<T, T, Output = T>,
A: Array<Item = (usize, T)>,
{
type Scalar = T;
}
#[cfg(test)]
mod test {
use super::*;
use expectest::prelude::*;
#[test]
fn from() {
const VALUES: [(usize, f32); 5] = [(0, 0.0), (1, 1.0), (2, 0.5), (4, 0.25), (8, 0.125)];
let subject = SparseVector::from(VALUES.clone());
let expected = ArrayVec::from(VALUES);
expect!(subject.components).to(be_equal_to(expected));
}
}