use std::collections::BTreeMap;
use crate::core::graph::EdgeId;
use crate::core::{Graph, IgraphError, IgraphResult, VertexId};
pub fn union(left: &Graph, right: &Graph) -> IgraphResult<Graph> {
if left.is_directed() != right.is_directed() {
return Err(IgraphError::InvalidArgument(
"union: cannot mix directed and undirected graphs".to_string(),
));
}
let directed = left.is_directed();
let n = std::cmp::max(left.vcount(), right.vcount());
let canon = |u: VertexId, v: VertexId| -> (VertexId, VertexId) {
if directed || u <= v { (u, v) } else { (v, u) }
};
let mut count_left: BTreeMap<(VertexId, VertexId), u32> = BTreeMap::new();
let mut count_right: BTreeMap<(VertexId, VertexId), u32> = BTreeMap::new();
let m_l = u32::try_from(left.ecount())
.map_err(|_| IgraphError::Internal("ecount exceeds u32::MAX"))?;
for e in 0..m_l {
let (u, v) = left.edge(e as EdgeId)?;
*count_left.entry(canon(u, v)).or_insert(0) += 1;
}
let m_r = u32::try_from(right.ecount())
.map_err(|_| IgraphError::Internal("ecount exceeds u32::MAX"))?;
for e in 0..m_r {
let (u, v) = right.edge(e as EdgeId)?;
*count_right.entry(canon(u, v)).or_insert(0) += 1;
}
let mut edges: Vec<(VertexId, VertexId)> = Vec::new();
let mut iter_l = count_left.iter().peekable();
let mut iter_r = count_right.iter().peekable();
loop {
let next = match (iter_l.peek(), iter_r.peek()) {
(None, None) => break,
(Some((kl, _)), None) => Some((**kl, true, false)),
(None, Some((kr, _))) => Some((**kr, false, true)),
(Some((kl, _)), Some((kr, _))) => match kl.cmp(kr) {
std::cmp::Ordering::Less => Some((**kl, true, false)),
std::cmp::Ordering::Greater => Some((**kr, false, true)),
std::cmp::Ordering::Equal => Some((**kl, true, true)),
},
};
let Some((k, take_l, take_r)) = next else {
break;
};
let cl = if take_l {
*iter_l.next().expect("peek matched").1
} else {
0
};
let cr = if take_r {
*iter_r.next().expect("peek matched").1
} else {
0
};
let m = std::cmp::max(cl, cr);
for _ in 0..m {
edges.push(k);
}
}
let mut out = Graph::new(n, directed)?;
out.add_edges(edges)?;
Ok(out)
}
#[cfg(test)]
mod tests {
use super::*;
fn sorted_edges(g: &Graph) -> Vec<(VertexId, VertexId)> {
let m = u32::try_from(g.ecount()).unwrap();
let mut v: Vec<_> = (0..m).map(|e| g.edge(e).unwrap()).collect();
v.sort_unstable();
v
}
#[test]
fn empty_union_empty() {
let a = Graph::with_vertices(0);
let b = Graph::with_vertices(0);
let u = union(&a, &b).unwrap();
assert_eq!(u.vcount(), 0);
assert_eq!(u.ecount(), 0);
assert!(!u.is_directed());
}
#[test]
fn vcount_is_max_of_inputs() {
let a = Graph::with_vertices(3);
let b = Graph::with_vertices(6);
let u = union(&a, &b).unwrap();
assert_eq!(u.vcount(), 6);
assert_eq!(u.ecount(), 0);
}
#[test]
fn triangle_union_path_doc_example() {
let mut a = Graph::with_vertices(3);
a.add_edge(0, 1).unwrap();
a.add_edge(1, 2).unwrap();
a.add_edge(2, 0).unwrap();
let mut b = Graph::with_vertices(4);
b.add_edge(0, 1).unwrap();
b.add_edge(1, 3).unwrap();
let u = union(&a, &b).unwrap();
assert_eq!(u.vcount(), 4);
assert_eq!(u.ecount(), 4);
assert_eq!(sorted_edges(&u), vec![(0, 1), (0, 2), (1, 2), (1, 3)]);
}
#[test]
fn max_multiplicity_when_left_has_more() {
let mut a = Graph::with_vertices(2);
a.add_edge(0, 1).unwrap();
a.add_edge(0, 1).unwrap();
a.add_edge(0, 1).unwrap();
let mut b = Graph::with_vertices(2);
b.add_edge(0, 1).unwrap();
let u = union(&a, &b).unwrap();
assert_eq!(u.ecount(), 3);
}
#[test]
fn max_multiplicity_when_right_has_more() {
let mut a = Graph::with_vertices(2);
a.add_edge(0, 1).unwrap();
let mut b = Graph::with_vertices(2);
for _ in 0..5 {
b.add_edge(0, 1).unwrap();
}
let u = union(&a, &b).unwrap();
assert_eq!(u.ecount(), 5);
}
#[test]
fn disjoint_edge_sets_become_simple_union() {
let mut a = Graph::with_vertices(4);
a.add_edge(0, 1).unwrap();
let mut b = Graph::with_vertices(4);
b.add_edge(2, 3).unwrap();
let u = union(&a, &b).unwrap();
assert_eq!(sorted_edges(&u), vec![(0, 1), (2, 3)]);
}
#[test]
fn idempotent_with_self() {
let mut a = Graph::with_vertices(4);
a.add_edge(0, 1).unwrap();
a.add_edge(1, 2).unwrap();
a.add_edge(0, 2).unwrap();
a.add_edge(0, 2).unwrap(); let u = union(&a, &a).unwrap();
assert_eq!(u.vcount(), a.vcount());
assert_eq!(u.ecount(), a.ecount());
assert_eq!(sorted_edges(&u), sorted_edges(&a));
}
#[test]
fn directed_keeps_orientation_separate() {
let mut a = Graph::new(2, true).unwrap();
a.add_edge(0, 1).unwrap();
let mut b = Graph::new(2, true).unwrap();
b.add_edge(1, 0).unwrap();
let u = union(&a, &b).unwrap();
assert!(u.is_directed());
assert_eq!(u.ecount(), 2);
assert_eq!(sorted_edges(&u), vec![(0, 1), (1, 0)]);
}
#[test]
fn directed_max_multiplicity_per_orientation() {
let mut a = Graph::new(2, true).unwrap();
a.add_edge(0, 1).unwrap();
a.add_edge(0, 1).unwrap();
let mut b = Graph::new(2, true).unwrap();
for _ in 0..3 {
b.add_edge(1, 0).unwrap();
}
let u = union(&a, &b).unwrap();
assert_eq!(u.ecount(), 5);
let s = sorted_edges(&u);
assert_eq!(s.iter().filter(|&&p| p == (0, 1)).count(), 2);
assert_eq!(s.iter().filter(|&&p| p == (1, 0)).count(), 3);
}
#[test]
fn loops_are_preserved() {
let mut a = Graph::with_vertices(1);
a.add_edge(0, 0).unwrap();
a.add_edge(0, 0).unwrap();
let mut b = Graph::with_vertices(1);
b.add_edge(0, 0).unwrap();
let u = union(&a, &b).unwrap();
assert_eq!(u.ecount(), 2);
assert!(u.edge(0).unwrap() == (0, 0));
}
#[test]
fn unaligned_vertex_sizes_use_max() {
let mut a = Graph::with_vertices(2);
a.add_edge(0, 1).unwrap();
let mut b = Graph::with_vertices(5);
b.add_edge(3, 4).unwrap();
let u = union(&a, &b).unwrap();
assert_eq!(u.vcount(), 5);
assert_eq!(sorted_edges(&u), vec![(0, 1), (3, 4)]);
}
#[test]
fn mixed_directedness_errors() {
let a = Graph::with_vertices(2);
let b = Graph::new(2, true).unwrap();
assert!(union(&a, &b).is_err());
}
#[test]
fn undirected_canonicalises_swapped_endpoints() {
let mut a = Graph::with_vertices(2);
a.add_edge(1, 0).unwrap();
let mut b = Graph::with_vertices(2);
b.add_edge(0, 1).unwrap();
let u = union(&a, &b).unwrap();
assert_eq!(u.ecount(), 1);
let endpoints = u.edge(0).unwrap();
assert!(endpoints == (0, 1) || endpoints == (1, 0));
}
#[test]
fn larger_left_vertex_count_preserved() {
let mut a = Graph::with_vertices(5);
a.add_edge(3, 4).unwrap();
let mut b = Graph::with_vertices(2);
b.add_edge(0, 1).unwrap();
let u = union(&a, &b).unwrap();
assert_eq!(u.vcount(), 5);
assert_eq!(sorted_edges(&u), vec![(0, 1), (3, 4)]);
}
}