Files
projecteuler/lib/dijkstra/src/lib.rs
T
2022-09-27 14:11:06 +02:00

183 lines
5.8 KiB
Rust

use std::fmt::Debug;
use std::fmt::Display;
use std::{collections::HashSet, ops::Add};
type Coordinate = (usize, usize);
pub enum AllowedMovements {
DownRight,
DownRightUp,
DownRightUpLeft,
}
impl AllowedMovements {
fn get_neighbours(&self, c: &Coordinate) -> Vec<Coordinate> {
match self {
Self::DownRight => self.get_neighbours_down_right(c),
Self::DownRightUp => self.get_neighbours_down_right_up(c),
Self::DownRightUpLeft => self.get_neighbours_down_right_up_left(c),
}
}
fn get_neighbours_down_right(&self, (x, y): &Coordinate) -> Vec<Coordinate> {
vec![(*x + 1, *y), (*x, *y + 1)]
}
fn get_neighbours_down_right_up(&self, (x, y): &Coordinate) -> Vec<Coordinate> {
let mut result = self.get_neighbours_down_right(&(*x, *y));
if *y > 0 {
result.push((*x, *y - 1));
}
result
}
fn get_neighbours_down_right_up_left(&self, (x, y): &Coordinate) -> Vec<Coordinate> {
let mut result = self.get_neighbours_down_right_up(&(*x, *y));
if *x > 0 {
result.push((*x - 1, *y));
}
result
}
}
pub trait Matrix<T>
where
T: Add + PartialOrd + Debug + Copy,
{
fn height(&self) -> usize;
fn width(&self) -> usize;
fn get(&self, coordinate: Coordinate) -> Option<&dyn Node<T>>;
fn get_mut(&mut self, coordinate: Coordinate) -> Option<&mut dyn Node<T>>;
}
impl<T> Debug for dyn Matrix<T> {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
todo!()
}
}
pub struct Dijkstra<'a, T> {
matrix: &'a mut dyn Matrix<T>,
unvisited_with_distance: HashSet<Coordinate>,
unvisited_without_distance: HashSet<Coordinate>,
allowed_movements: AllowedMovements,
start: Coordinate,
}
impl<'a, T> Debug for Dijkstra<'a, T> {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
f.debug_struct("Dijkstra")
.field("unvisited", &self.unvisited_without_distance)
.finish()
}
}
impl<'a, T> Dijkstra<'a, T>
where
T: PartialOrd + Add<Output = T> + Display + Copy + Debug,
{
pub fn new(
matrix: &'a mut dyn Matrix<T>,
allowed_movements: AllowedMovements,
start: Coordinate,
) -> Self {
let unvisited_with_distance = HashSet::new();
let unvisited_without_distance = Self::initialize_unvisited_set(&*matrix, start);
Self {
matrix,
unvisited_with_distance,
unvisited_without_distance,
allowed_movements,
start,
}
}
pub fn solve(&mut self) {
while !(self.unvisited_without_distance.is_empty()
&& self.unvisited_with_distance.is_empty())
{
let coord = self.get_unvisited_coord_with_smallest_distance_from_start();
let neighbours = self.get_neighbours(&coord);
let previous_distance = *self.matrix.get(coord).unwrap().get_distance().unwrap();
for neighbour in neighbours {
self.update_neighbour(neighbour, coord, previous_distance);
}
}
}
fn get_unvisited_coord_with_smallest_distance_from_start(&mut self) -> Coordinate {
let coord = self
.unvisited_with_distance
.iter()
.filter_map(|c| {
let node = self.matrix.get(*c).unwrap();
node.get_distance().map(|value| (c, value))
})
.reduce(|(c0, v0), (c1, v1)| if v0 < v1 { (c0, v0) } else { (c1, v1) })
.map(|(c, _)| *c)
.unwrap_or(self.start);
self.unvisited_with_distance.remove(&coord);
coord
}
fn get_neighbours(&self, coordinate: &Coordinate) -> Vec<Coordinate> {
let possible_neighbours = self.allowed_movements.get_neighbours(coordinate);
self.remove_out_of_bounds_neighbours(possible_neighbours)
}
fn remove_out_of_bounds_neighbours(&self, neighbours: Vec<Coordinate>) -> Vec<Coordinate> {
neighbours
.into_iter()
.filter(|c| self.is_in_bounds(c))
.collect()
}
fn is_in_bounds(&self, (x, y): &Coordinate) -> bool {
*x < self.matrix.width() && *y < self.matrix.height()
}
fn update_neighbour(&mut self, next: Coordinate, previous: Coordinate, previous_distance: T) {
let next_node = self.matrix.get_mut(next).unwrap();
let new_distance = previous_distance + *next_node.get_value();
if let Some(old_distance) = next_node.get_distance() {
if new_distance < *old_distance {
Self::update_node(next_node, new_distance, previous);
self.update_distances_hashsets(next);
}
} else {
Self::update_node(next_node, new_distance, previous);
self.update_distances_hashsets(next);
}
}
fn initialize_unvisited_set(matrix: &dyn Matrix<T>, start: Coordinate) -> HashSet<Coordinate> {
let unvisited: HashSet<_> = (0..matrix.height())
.flat_map(|x| (0..matrix.width()).zip([x].into_iter().cycle()))
.filter(|value| *value != start)
.collect();
unvisited
}
fn update_node(next_node: &mut dyn Node<T>, new_distance: T, previous: (usize, usize)) {
next_node.set_distance(new_distance);
next_node.set_previous(previous);
}
fn update_distances_hashsets(&mut self, next: Coordinate) {
self.unvisited_without_distance.remove(&next);
self.unvisited_with_distance.insert(next);
}
}
pub trait Node<T>
where
T: Add + PartialOrd,
{
fn get_value(&self) -> &T;
fn get_distance(&self) -> Option<&T>;
fn get_previous(&self) -> Option<Coordinate>;
fn set_distance(&mut self, distance: T);
fn set_previous(&mut self, coord: Coordinate);
}