use std::vec::Vec;
#[derive(Debug)]
pub struct Edge {
source: i64,
destination: i64,
cost: i64,
}
#[derive(Debug)]
struct DSUNode {
parent: i64,
subtree_size: i64,
}
impl PartialEq for Edge {
fn eq(&self, other: &Self) -> bool {
self.source == other.source
&& self.destination == other.destination
&& self.cost == other.cost
}
}
impl Eq for Edge {}
impl Edge {
fn new(source: i64, destination: i64, cost: i64) -> Self {
Self {
source,
destination,
cost,
}
}
}
fn make_sets(number_of_vertices: i64) -> Vec<DSUNode> {
let mut dsu_nodes: Vec<DSUNode> = Vec::with_capacity(number_of_vertices as usize);
for i in 0..number_of_vertices {
dsu_nodes.push(DSUNode {
parent: i,
subtree_size: 1,
});
}
dsu_nodes
}
fn find(dsu_nodes: &mut Vec<DSUNode>, x: i64) -> i64 {
let idx: usize = x as usize;
if dsu_nodes[idx].parent != x {
dsu_nodes[idx].parent = find(dsu_nodes, dsu_nodes[idx].parent);
}
dsu_nodes[idx].parent
}
fn merge(dsu_nodes: &mut Vec<DSUNode>, x: i64, y: i64) {
let mut idx_x: usize = find(dsu_nodes, x) as usize;
let mut idx_y: usize = find(dsu_nodes, y) as usize;
if dsu_nodes[idx_y].subtree_size > dsu_nodes[idx_x].subtree_size {
std::mem::swap(&mut idx_y, &mut idx_x);
}
dsu_nodes[idx_y].parent = idx_x as i64;
dsu_nodes[idx_x].subtree_size += dsu_nodes[idx_y].subtree_size;
}
fn is_same_set(dsu_nodes: &mut Vec<DSUNode>, x: i64, y: i64) -> bool {
find(dsu_nodes, x) == find(dsu_nodes, y)
}
pub fn kruskal(mut edges: Vec<Edge>, number_of_vertices: i64) -> (i64, Vec<Edge>) {
let mut dsu_nodes: Vec<DSUNode> = make_sets(number_of_vertices);
edges.sort_unstable_by(|a, b| a.cost.cmp(&b.cost));
let mut total_cost: i64 = 0;
let mut final_edges: Vec<Edge> = Vec::new();
let mut merge_count: i64 = 0;
for edge in edges.iter() {
if merge_count >= number_of_vertices - 1 {
break;
}
let source: i64 = edge.source;
let destination: i64 = edge.destination;
if !is_same_set(&mut dsu_nodes, source, destination) {
merge(&mut dsu_nodes, source, destination);
merge_count += 1;
let cost: i64 = edge.cost;
total_cost += cost;
let final_edge: Edge = Edge::new(source, destination, cost);
final_edges.push(final_edge);
}
}
(total_cost, final_edges)
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn test_seven_vertices_eleven_edges() {
let mut edges: Vec<Edge> = Vec::new();
edges.push(Edge::new(0, 1, 7));
edges.push(Edge::new(0, 3, 5));
edges.push(Edge::new(1, 2, 8));
edges.push(Edge::new(1, 3, 9));
edges.push(Edge::new(1, 4, 7));
edges.push(Edge::new(2, 4, 5));
edges.push(Edge::new(3, 4, 15));
edges.push(Edge::new(3, 5, 6));
edges.push(Edge::new(4, 5, 8));
edges.push(Edge::new(4, 6, 9));
edges.push(Edge::new(5, 6, 11));
let number_of_vertices: i64 = 7;
let expected_total_cost = 39;
let mut expected_used_edges: Vec<Edge> = Vec::new();
expected_used_edges.push(Edge::new(0, 3, 5));
expected_used_edges.push(Edge::new(2, 4, 5));
expected_used_edges.push(Edge::new(3, 5, 6));
expected_used_edges.push(Edge::new(0, 1, 7));
expected_used_edges.push(Edge::new(1, 4, 7));
expected_used_edges.push(Edge::new(4, 6, 9));
let (actual_total_cost, actual_final_edges) = kruskal(edges, number_of_vertices);
assert_eq!(actual_total_cost, expected_total_cost);
assert_eq!(actual_final_edges, expected_used_edges);
}
#[test]
fn test_ten_vertices_twenty_edges() {
let mut edges: Vec<Edge> = Vec::new();
edges.push(Edge::new(0, 1, 3));
edges.push(Edge::new(0, 3, 6));
edges.push(Edge::new(0, 4, 9));
edges.push(Edge::new(1, 2, 2));
edges.push(Edge::new(1, 3, 4));
edges.push(Edge::new(1, 4, 9));
edges.push(Edge::new(2, 3, 2));
edges.push(Edge::new(2, 5, 8));
edges.push(Edge::new(2, 6, 9));
edges.push(Edge::new(3, 6, 9));
edges.push(Edge::new(4, 5, 8));
edges.push(Edge::new(4, 9, 18));
edges.push(Edge::new(5, 6, 7));
edges.push(Edge::new(5, 8, 9));
edges.push(Edge::new(5, 9, 10));
edges.push(Edge::new(6, 7, 4));
edges.push(Edge::new(6, 8, 5));
edges.push(Edge::new(7, 8, 1));
edges.push(Edge::new(7, 9, 4));
edges.push(Edge::new(8, 9, 3));
let number_of_vertices: i64 = 10;
let expected_total_cost = 38;
let mut expected_used_edges = Vec::new();
expected_used_edges.push(Edge::new(7, 8, 1));
expected_used_edges.push(Edge::new(1, 2, 2));
expected_used_edges.push(Edge::new(2, 3, 2));
expected_used_edges.push(Edge::new(0, 1, 3));
expected_used_edges.push(Edge::new(8, 9, 3));
expected_used_edges.push(Edge::new(6, 7, 4));
expected_used_edges.push(Edge::new(5, 6, 7));
expected_used_edges.push(Edge::new(2, 5, 8));
expected_used_edges.push(Edge::new(4, 5, 8));
let (actual_total_cost, actual_final_edges) = kruskal(edges, number_of_vertices);
assert_eq!(actual_total_cost, expected_total_cost);
assert_eq!(actual_final_edges, expected_used_edges);
}
}