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use petgraph::visit::{IntoNeighbors, IntoNodeIdentifiers, NodeIndexable};
pub fn find_bridges<G>(graph: G) -> Vec<(G::NodeId, G::NodeId)>
where
G: IntoNodeIdentifiers + IntoNeighbors + NodeIndexable,
{
let mut bridges = Vec::new();
let mut visited = vec![false; graph.node_bound()];
let mut tin = vec![0usize; graph.node_bound()];
let mut fup = vec![0usize; graph.node_bound()];
let mut timer = 0usize;
for start in 0..graph.node_bound() {
if !visited[start] {
dfs_helper(
graph,
start,
graph.node_bound() + 1,
&mut bridges,
&mut visited,
&mut timer,
&mut tin,
&mut fup,
);
}
}
bridges
}
#[allow(clippy::too_many_arguments)]
fn dfs_helper<G>(
graph: G,
v: usize,
p: usize,
bridges: &mut Vec<(G::NodeId, G::NodeId)>,
visited: &mut Vec<bool>,
timer: &mut usize,
tin: &mut Vec<usize>,
fup: &mut Vec<usize>,
) where
G: IntoNodeIdentifiers + IntoNeighbors + NodeIndexable,
{
visited[v] = true;
*timer += 1;
tin[v] = *timer;
fup[v] = *timer;
for n in graph.neighbors(graph.from_index(v)) {
let to = graph.to_index(n);
if to == p {
continue;
}
if visited[to] {
fup[v] = fup[v].min(tin[to]);
} else {
dfs_helper(graph, to, v, bridges, visited, timer, tin, fup);
fup[v] = fup[v].min(fup[to]);
if fup[to] > tin[v] {
bridges.push((graph.from_index(v), graph.from_index(to)));
}
}
}
}
#[cfg(test)]
mod tests {
use super::*;
use petgraph::graph::UnGraph;
#[test]
fn test_find_bridges() {
let mut g = UnGraph::<i8, i8>::new_undirected();
assert_eq!(find_bridges(&g), vec![]);
let n0 = g.add_node(0);
assert_eq!(find_bridges(&g), vec![]);
let n1 = g.add_node(1);
assert_eq!(find_bridges(&g), vec![]);
g.add_edge(n0, n1, 0);
assert_eq!(find_bridges(&g), vec![(n0, n1)]);
let n2 = g.add_node(2);
assert_eq!(find_bridges(&g), vec![(n0, n1)]);
g.add_edge(n2, n1, 1);
g.add_edge(n0, n2, 2);
assert_eq!(find_bridges(&g), vec![]);
let n3 = g.add_node(3);
let n4 = g.add_node(4);
g.add_edge(n2, n3, 3);
g.add_edge(n3, n4, 4);
assert_eq!(find_bridges(&g), vec![(n3, n4), (n2, n3)]);
g.add_edge(n3, n0, 5);
assert_eq!(find_bridges(&g), vec![(n3, n4)]);
let mut g = UnGraph::new_undirected();
let n0 = g.add_node(());
let n1 = g.add_node(());
let n2 = g.add_node(());
let n3 = g.add_node(());
g.add_edge(n0, n2, ());
g.add_edge(n2, n3, ());
g.add_edge(n1, n3, ());
assert_eq!(find_bridges(&g), vec![(n3, n1), (n2, n3), (n0, n2)]);
let n4 = g.add_node(());
let n5 = g.add_node(());
let n6 = g.add_node(());
let n7 = g.add_node(());
g.add_edge(n4, n6, ());
g.add_edge(n6, n7, ());
g.add_edge(n5, n7, ());
assert_eq!(
find_bridges(&g),
vec![(n3, n1), (n2, n3), (n0, n2), (n7, n5), (n6, n7), (n4, n6)]
);
g.add_edge(n5, n4, ());
assert_eq!(find_bridges(&g), vec![(n3, n1), (n2, n3), (n0, n2)]);
}
}