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pub trait Vector: Clone {
fn zero_from_dimension(dimension: usize) -> Self;
fn dimension(&self) -> usize;
fn at(&self, i: usize) -> f64;
fn at_mut(&mut self, i: usize) -> &mut f64;
fn dot(&self, other: &Self) -> f64 {
debug_assert_eq!(self.dimension(), other.dimension());
let mut result = 0.0;
for i in 0..self.dimension() {
result += self.at(i) * other.at(i)
}
result
}
}
pub trait FixDimension {
fn zero() -> Self;
}
impl Vector for f64 {
fn zero_from_dimension(dimension: usize) -> f64 {
assert!(dimension == 1);
0.0
}
fn dimension(&self) -> usize {
1
}
fn at(&self, i: usize) -> f64 {
assert!(i == 0);
*self
}
fn at_mut(&mut self, i: usize) -> &mut f64 {
assert!(i == 0);
self
}
fn dot(&self, other: &Self) -> f64 {
self * other
}
}
impl FixDimension for f64 {
fn zero() -> Self {
0.
}
}
impl Vector for Vec<f64> {
fn zero_from_dimension(dimension: usize) -> Vec<f64> {
vec![0.; dimension]
}
fn dimension(&self) -> usize {
self.len()
}
fn at(&self, index: usize) -> f64 {
self[index]
}
fn at_mut(&mut self, index: usize) -> &mut f64 {
&mut self[index]
}
}
macro_rules! vec_impl_for_array {
($v:expr) => {
impl Vector for [f64; $v] {
fn zero_from_dimension(dimension: usize) -> [f64; $v] {
assert!(dimension == $v);
[0.0; $v]
}
fn dimension(&self) -> usize {
$v
}
fn at(&self, index: usize) -> f64 {
self[index]
}
fn at_mut(&mut self, index: usize) -> &mut f64 {
&mut self[index]
}
}
impl FixDimension for [f64; $v] {
fn zero() -> Self {
[0.0; $v]
}
}
};
}
vec_impl_for_array! { 1 }
vec_impl_for_array! { 2 }
vec_impl_for_array! { 3 }
vec_impl_for_array! { 4 }
vec_impl_for_array! { 5 }
vec_impl_for_array! { 6 }
vec_impl_for_array! { 7 }
vec_impl_for_array! { 8 }
vec_impl_for_array! { 9 }
vec_impl_for_array! { 10 }
vec_impl_for_array! { 11 }
vec_impl_for_array! { 12 }
vec_impl_for_array! { 13 }
vec_impl_for_array! { 14 }
vec_impl_for_array! { 15 }
vec_impl_for_array! { 16 }
vec_impl_for_array! { 17 }
vec_impl_for_array! { 18 }
vec_impl_for_array! { 19 }
vec_impl_for_array! { 20 }
vec_impl_for_array! { 21 }
vec_impl_for_array! { 22 }
vec_impl_for_array! { 23 }
vec_impl_for_array! { 24 }
vec_impl_for_array! { 25 }
vec_impl_for_array! { 26 }
vec_impl_for_array! { 27 }
vec_impl_for_array! { 28 }
vec_impl_for_array! { 29 }
vec_impl_for_array! { 30 }
vec_impl_for_array! { 31 }
vec_impl_for_array! { 32 }
#[cfg(test)]
mod tests {
#[test]
fn dot() {
use crate::linear_algebra::Vector;
let a = [1.0, 2.0];
let b = [3.0, 4.0];
assert_eq!(11.0, a.dot(&b))
}
}