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topological.rs
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topological.rs
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use std::collections::HashMap;
type Id = usize;
type Time = usize;
type Stack = Vec<Id>;
pub enum Edge {
Tree,
Back,
Forward,
Cross,
Unknown,
}
pub struct Vertex {
pub id: Id,
pub degree: usize,
pub entry_time: usize,
pub parent: Option<Id>,
pub discovered: bool,
pub processed: bool,
pub ancestor: Id,
}
impl Vertex {
pub fn new(id: Id) -> Self {
Vertex {
id,
degree: 0,
entry_time: 0,
parent: None,
discovered: false,
processed: false,
ancestor: id,
}
}
}
pub struct Graph {
directed: bool,
adj: HashMap<Id, Vec<Id>>,
}
impl Graph {
pub fn new(directed: bool) -> Self {
Graph {
directed,
adj: HashMap::new(),
}
}
pub fn topological_sort(&self) -> Stack {
let mut time = 0;
let mut stack = Stack::new();
let mut ancestor = Vec::new();
let mut degree = Vec::new();
let mut entry_time = vec![0; self.adj.len()];
let mut discovered = vec![false; self.adj.len()];
let mut processed = vec![false; self.adj.len()];
let mut parent = vec![None; self.adj.len()];
for n in self.adj.keys() {
if !discovered[*n] {
self.dfs(
*n,
&mut time,
&mut entry_time,
&mut degree,
&mut stack,
&mut discovered,
&mut processed,
&mut parent,
&mut ancestor,
);
}
}
stack
}
pub fn postprocess_vertex(&self, v: Id, stack: &mut Stack) {
stack.push(v);
}
pub fn process_edge(
&self,
v: Id,
u: Id,
entry_time: &mut Vec<usize>,
discovered: &Vec<bool>,
processed: &Vec<bool>,
parent: &Vec<Option<Id>>,
) {
match edge(v, u, entry_time, discovered, processed, parent) {
Edge::Back => println!("Back Edge!"),
_ => return,
}
}
pub fn dfs(
&self,
root: Id,
time: &mut Time,
entry_time: &mut Vec<usize>,
degree: &mut Vec<usize>,
stack: &mut Stack,
discovered: &mut Vec<bool>,
processed: &mut Vec<bool>,
parent: &mut Vec<Option<Id>>,
ancestor: &mut Vec<Id>,
) {
discovered[root] = true;
*time += 1;
entry_time[root] = *time;
if let Some(neighbors) = self.adj.get(&root) {
for &u in neighbors {
if !discovered[u] {
parent[u] = Some(root);
self.process_edge(root, u, entry_time, discovered, processed, parent);
self.dfs(
u, time, entry_time, degree, stack, discovered, processed, parent, ancestor,
)
} else if !processed[u] && parent[root] != Some(u) {
self.process_edge(root, u, entry_time, discovered, processed, parent);
} else if self.directed {
self.process_edge(root, u, entry_time, discovered, processed, parent);
}
}
}
self.postprocess_vertex(root, stack);
*time += 1;
}
}
fn edge(
v: Id,
u: Id,
entry_time: &Vec<Time>,
discovered: &Vec<bool>,
processed: &Vec<bool>,
parent: &Vec<Option<Id>>,
) -> Edge {
if parent[u] == Some(v) {
return Edge::Tree;
}
if discovered[u] && !processed[u] {
return Edge::Back;
}
if processed[u] && entry_time[u] > entry_time[v] {
return Edge::Forward;
}
if processed[u] && entry_time[u] < entry_time[v] {
return Edge::Cross;
}
Edge::Unknown
}
#[cfg(test)]
mod test {
use super::*;
#[test]
fn test() {
println!("\nTOPOLOGICAL SORT:");
let mut g = Graph::new(true);
g.adj.insert(0, vec![1, 2]);
g.adj.insert(1, vec![2, 3]);
g.adj.insert(2, vec![4, 5]);
g.adj.insert(3, vec![]);
g.adj.insert(4, vec![3]);
g.adj.insert(5, vec![4]);
g.adj.insert(6, vec![0, 5]);
let sorted = g.topological_sort();
// (G, A, B, C, F, E, D)
// (6, 0, 1, 2, 5, 4, 3)
assert_eq!(sorted, vec![3, 4, 5, 2, 1, 0, 5]);
}
}