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new: Added determinant method
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3 changed files with 68 additions and 7 deletions
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@ -6,3 +6,4 @@ edition = "2021"
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# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
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[dependencies]
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num = "0.4.0"
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@ -19,4 +19,12 @@ mod tests {
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let c = Matrix::from(vec![vec![1, 2, 4], vec![2, 2, 5]]).unwrap();
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assert_eq!(a + b, c);
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}
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#[test]
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fn det_test() {
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let a = Matrix::from(vec![vec![1, 2, 0], vec![0, 3, 5], vec![0, 0, 10]]).unwrap();
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let b = Matrix::from(vec![vec![1, 2, 0], vec![0, 3, 5]]).unwrap();
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assert_eq!(a.det(), Ok(30));
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assert!(b.det().is_err());
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}
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}
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@ -1,15 +1,16 @@
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use num::{traits::Zero, Integer};
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use std::{
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fmt::{self, Debug, Display, Formatter},
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ops::{Add, Mul},
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ops::{Add, Mul, Sub},
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result::Result,
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};
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#[derive(PartialEq, Debug)]
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pub struct Matrix<T: Mul + Add> {
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pub struct Matrix<T: Mul + Add + Sub> {
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entries: Vec<Vec<T>>,
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}
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impl<T: Mul + Add> Matrix<T> {
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impl<T: Mul + Add + Sub + Zero> Matrix<T> {
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pub fn from(entries: Vec<Vec<T>>) -> Result<Matrix<T>, &'static str> {
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let mut equal_rows = true;
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let row_len = entries[0].len();
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@ -34,7 +35,7 @@ impl<T: Mul + Add> Matrix<T> {
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self.entries[0].len()
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}
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pub fn transpose(&self) -> Matrix<T>
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pub fn transpose(&self) -> Self
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where
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T: Copy,
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{
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@ -62,15 +63,66 @@ impl<T: Mul + Add> Matrix<T> {
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{
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self.transpose().entries
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}
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pub fn is_square(&self) -> bool {
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self.height() == self.width()
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}
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impl<T: Debug + Mul + Add> Display for Matrix<T> {
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pub fn submatrix(&self, i: usize, j: usize) -> Self
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where
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T: Copy,
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{
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let mut out = Vec::new();
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for (m, row) in self.rows().iter().enumerate() {
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if m == i {
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continue;
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}
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let mut new_row = Vec::new();
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for (n, entry) in row.iter().enumerate() {
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if n != j {
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new_row.push(*entry);
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}
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}
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out.push(new_row);
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}
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Matrix { entries: out }
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}
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pub fn det(&self) -> Result<T, &'static str>
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where
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T: Copy,
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T: Mul<Output = T>,
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T: Sub<Output = T>,
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{
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if self.is_square() {
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let out = if self.width() == 1 {
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self.entries[0][0]
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} else {
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let n = 0..self.width();
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let mut out = T::zero();
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for i in n {
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if i.is_even() {
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out = out + (self.entries[0][i] * self.submatrix(0, i).det().unwrap());
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} else {
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out = out - (self.entries[0][i] * self.submatrix(0, i).det().unwrap());
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}
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}
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out
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};
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Ok(out)
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} else {
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Err("Provided matrix isn't square.")
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}
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}
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}
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impl<T: Debug + Mul + Add + Sub> Display for Matrix<T> {
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fn fmt(&self, f: &mut Formatter) -> fmt::Result {
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write!(f, "{:?}", self.entries)
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}
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}
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impl<T: Mul<Output = T> + Add<Output = T> + Copy> Mul for Matrix<T> {
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impl<T: Mul<Output = T> + Add + Sub + Copy + Zero> Mul for Matrix<T> {
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type Output = Self;
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fn mul(self, other: Self) -> Self {
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let width = self.width();
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@ -94,7 +146,7 @@ impl<T: Mul<Output = T> + Add<Output = T> + Copy> Mul for Matrix<T> {
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}
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}
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impl<T: Add<Output = T> + Mul + Copy> Add for Matrix<T> {
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impl<T: Add<Output = T> + Sub + Mul + Copy + Zero> Add for Matrix<T> {
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type Output = Self;
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fn add(self, other: Self) -> Self {
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if self.height() == other.height() && self.width() == other.width() {
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