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-rw-r--r--third_party/rust/petgraph/tests/graph.rs2369
-rw-r--r--third_party/rust/petgraph/tests/graphmap.rs337
-rw-r--r--third_party/rust/petgraph/tests/iso.rs553
-rw-r--r--third_party/rust/petgraph/tests/quickcheck.rs967
-rw-r--r--third_party/rust/petgraph/tests/res/graph_1000n_1000e.txt1000
-rw-r--r--third_party/rust/petgraph/tests/res/graph_1000n_1000e_iso.txt1000
-rw-r--r--third_party/rust/petgraph/tests/res/graph_100n_100e.txt100
-rw-r--r--third_party/rust/petgraph/tests/res/graph_100n_100e_iso.txt100
-rw-r--r--third_party/rust/petgraph/tests/stable_graph.rs409
-rw-r--r--third_party/rust/petgraph/tests/unionfind.rs105
-rw-r--r--third_party/rust/petgraph/tests/utils/mod.rs3
-rw-r--r--third_party/rust/petgraph/tests/utils/qc.rs27
12 files changed, 6970 insertions, 0 deletions
diff --git a/third_party/rust/petgraph/tests/graph.rs b/third_party/rust/petgraph/tests/graph.rs
new file mode 100644
index 0000000000..e76c04f02b
--- /dev/null
+++ b/third_party/rust/petgraph/tests/graph.rs
@@ -0,0 +1,2369 @@
+extern crate petgraph;
+
+use std::collections::HashSet;
+use std::hash::Hash;
+
+use petgraph::prelude::*;
+use petgraph::EdgeType;
+
+use petgraph as pg;
+
+use petgraph::algo::{
+ dominators, has_path_connecting, is_bipartite_undirected, is_cyclic_undirected,
+ is_isomorphic_matching, min_spanning_tree,
+};
+
+use petgraph::graph::node_index as n;
+use petgraph::graph::IndexType;
+
+use petgraph::algo::{astar, dijkstra, DfsSpace};
+use petgraph::visit::{
+ IntoEdges, IntoEdgesDirected, IntoNeighbors, IntoNodeIdentifiers, NodeFiltered, Reversed, Topo,
+ VisitMap, Walker,
+};
+
+use petgraph::dot::Dot;
+
+fn set<I>(iter: I) -> HashSet<I::Item>
+where
+ I: IntoIterator,
+ I::Item: Hash + Eq,
+{
+ iter.into_iter().collect()
+}
+
+#[test]
+fn undirected() {
+ let mut og = Graph::new_undirected();
+ let a = og.add_node(0);
+ let b = og.add_node(1);
+ let c = og.add_node(2);
+ let d = og.add_node(3);
+ let _ = og.add_edge(a, b, 0);
+ let _ = og.add_edge(a, c, 1);
+ og.add_edge(c, a, 2);
+ og.add_edge(a, a, 3);
+ og.add_edge(b, c, 4);
+ og.add_edge(b, a, 5);
+ og.add_edge(a, d, 6);
+ assert_eq!(og.node_count(), 4);
+ assert_eq!(og.edge_count(), 7);
+
+ assert!(og.find_edge(a, b).is_some());
+ assert!(og.find_edge(d, a).is_some());
+ assert!(og.find_edge(a, a).is_some());
+
+ for edge in og.raw_edges() {
+ assert!(og.find_edge(edge.source(), edge.target()).is_some());
+ assert!(og.find_edge(edge.target(), edge.source()).is_some());
+ }
+
+ assert_eq!(og.neighbors(b).collect::<Vec<_>>(), vec![a, c, a]);
+
+ og.remove_node(a);
+ assert_eq!(og.neighbors(b).collect::<Vec<_>>(), vec![c]);
+ assert_eq!(og.node_count(), 3);
+ assert_eq!(og.edge_count(), 1);
+ assert!(og.find_edge(a, b).is_none());
+ assert!(og.find_edge(d, a).is_none());
+ assert!(og.find_edge(a, a).is_none());
+ assert!(og.find_edge(b, c).is_some());
+ assert_graph_consistent(&og);
+}
+
+#[test]
+fn dfs() {
+ let mut gr = Graph::new();
+ let h = gr.add_node("H");
+ let i = gr.add_node("I");
+ let j = gr.add_node("J");
+ let k = gr.add_node("K");
+ // Z is disconnected.
+ let _ = gr.add_node("Z");
+ gr.add_edge(h, i, 1.);
+ gr.add_edge(h, j, 3.);
+ gr.add_edge(i, j, 1.);
+ gr.add_edge(i, k, 2.);
+
+ println!("{}", Dot::new(&gr));
+
+ assert_eq!(Dfs::new(&gr, h).iter(&gr).count(), 4);
+ assert_eq!(Dfs::new(&gr, h).iter(&gr).clone().count(), 4);
+
+ assert_eq!(Dfs::new(&gr, h).iter(Reversed(&gr)).count(), 1);
+
+ assert_eq!(Dfs::new(&gr, k).iter(Reversed(&gr)).count(), 3);
+
+ assert_eq!(Dfs::new(&gr, i).iter(&gr).count(), 3);
+}
+
+#[test]
+fn dfs_order() {
+ let mut gr = Graph::new();
+ let h = gr.add_node("H");
+ let i = gr.add_node("I");
+ let j = gr.add_node("J");
+ let k = gr.add_node("K");
+ gr.add_edge(h, i, ());
+ gr.add_edge(h, j, ());
+ gr.add_edge(h, k, ());
+ gr.add_edge(i, k, ());
+ gr.add_edge(k, i, ());
+
+ // H
+ // / | \
+ // I J K
+ // \___/
+ //
+ // J cannot be visited between I and K in a depth-first search from H
+
+ let mut seen_i = false;
+ let mut seen_k = false;
+ for node in Dfs::new(&gr, h).iter(&gr) {
+ seen_i |= i == node;
+ seen_k |= k == node;
+ assert!(!(j == node && (seen_i ^ seen_k)), "Invalid DFS order");
+ }
+}
+
+#[test]
+fn bfs() {
+ let mut gr = Graph::new();
+ let h = gr.add_node("H");
+ let i = gr.add_node("I");
+ let j = gr.add_node("J");
+ let k = gr.add_node("K");
+ // Z is disconnected.
+ let _ = gr.add_node("Z");
+ gr.add_edge(h, i, 1.);
+ gr.add_edge(h, j, 3.);
+ gr.add_edge(i, j, 1.);
+ gr.add_edge(i, k, 2.);
+
+ assert_eq!(Bfs::new(&gr, h).iter(&gr).count(), 4);
+ assert_eq!(Bfs::new(&gr, h).iter(&gr).clone().count(), 4);
+
+ assert_eq!(Bfs::new(&gr, h).iter(Reversed(&gr)).count(), 1);
+
+ assert_eq!(Bfs::new(&gr, k).iter(Reversed(&gr)).count(), 3);
+
+ assert_eq!(Bfs::new(&gr, i).iter(&gr).count(), 3);
+
+ let mut bfs = Bfs::new(&gr, h);
+ let nx = bfs.next(&gr);
+ assert_eq!(nx, Some(h));
+
+ let nx1 = bfs.next(&gr);
+ assert!(nx1 == Some(i) || nx1 == Some(j));
+
+ let nx2 = bfs.next(&gr);
+ assert!(nx2 == Some(i) || nx2 == Some(j));
+ assert!(nx1 != nx2);
+
+ let nx = bfs.next(&gr);
+ assert_eq!(nx, Some(k));
+ assert_eq!(bfs.next(&gr), None);
+}
+
+#[test]
+fn mst() {
+ use petgraph::data::FromElements;
+
+ let mut gr = Graph::<_, _>::new();
+ let a = gr.add_node("A");
+ let b = gr.add_node("B");
+ let c = gr.add_node("C");
+ let d = gr.add_node("D");
+ let e = gr.add_node("E");
+ let f = gr.add_node("F");
+ let g = gr.add_node("G");
+ gr.add_edge(a, b, 7.);
+ gr.add_edge(a, d, 5.);
+ gr.add_edge(d, b, 9.);
+ gr.add_edge(b, c, 8.);
+ gr.add_edge(b, e, 7.);
+ gr.add_edge(c, e, 5.);
+ gr.add_edge(d, e, 15.);
+ gr.add_edge(d, f, 6.);
+ gr.add_edge(f, e, 8.);
+ gr.add_edge(f, g, 11.);
+ gr.add_edge(e, g, 9.);
+
+ // add a disjoint part
+ let h = gr.add_node("H");
+ let i = gr.add_node("I");
+ let j = gr.add_node("J");
+ gr.add_edge(h, i, 1.);
+ gr.add_edge(h, j, 3.);
+ gr.add_edge(i, j, 1.);
+
+ println!("{}", Dot::new(&gr));
+
+ let mst = UnGraph::from_elements(min_spanning_tree(&gr));
+
+ println!("{}", Dot::new(&mst));
+ println!("{:?}", Dot::new(&mst));
+ println!("MST is:\n{:#?}", mst);
+ assert!(mst.node_count() == gr.node_count());
+ // |E| = |N| - 2 because there are two disconnected components.
+ assert!(mst.edge_count() == gr.node_count() - 2);
+
+ // check the exact edges are there
+ assert!(mst.find_edge(a, b).is_some());
+ assert!(mst.find_edge(a, d).is_some());
+ assert!(mst.find_edge(b, e).is_some());
+ assert!(mst.find_edge(e, c).is_some());
+ assert!(mst.find_edge(e, g).is_some());
+ assert!(mst.find_edge(d, f).is_some());
+
+ assert!(mst.find_edge(h, i).is_some());
+ assert!(mst.find_edge(i, j).is_some());
+
+ assert!(mst.find_edge(d, b).is_none());
+ assert!(mst.find_edge(b, c).is_none());
+}
+
+#[test]
+fn selfloop() {
+ let mut gr = Graph::new();
+ let a = gr.add_node("A");
+ let b = gr.add_node("B");
+ let c = gr.add_node("C");
+ gr.add_edge(a, b, 7.);
+ gr.add_edge(c, a, 6.);
+ let sed = gr.add_edge(a, a, 2.);
+
+ assert!(gr.find_edge(a, b).is_some());
+ assert!(gr.find_edge(b, a).is_none());
+ assert!(gr.find_edge_undirected(b, a).is_some());
+ assert!(gr.find_edge(a, a).is_some());
+ println!("{:?}", gr);
+
+ gr.remove_edge(sed);
+ assert!(gr.find_edge(a, a).is_none());
+ println!("{:?}", gr);
+}
+
+#[test]
+fn cyclic() {
+ let mut gr = Graph::new();
+ let a = gr.add_node("A");
+ let b = gr.add_node("B");
+ let c = gr.add_node("C");
+
+ assert!(!is_cyclic_undirected(&gr));
+ gr.add_edge(a, b, 7.);
+ gr.add_edge(c, a, 6.);
+ assert!(!is_cyclic_undirected(&gr));
+ {
+ let e = gr.add_edge(a, a, 0.);
+ assert!(is_cyclic_undirected(&gr));
+ gr.remove_edge(e);
+ assert!(!is_cyclic_undirected(&gr));
+ }
+
+ {
+ let e = gr.add_edge(b, c, 0.);
+ assert!(is_cyclic_undirected(&gr));
+ gr.remove_edge(e);
+ assert!(!is_cyclic_undirected(&gr));
+ }
+
+ let d = gr.add_node("D");
+ let e = gr.add_node("E");
+ gr.add_edge(b, d, 0.);
+ gr.add_edge(d, e, 0.);
+ assert!(!is_cyclic_undirected(&gr));
+ gr.add_edge(c, e, 0.);
+ assert!(is_cyclic_undirected(&gr));
+ assert_graph_consistent(&gr);
+}
+
+#[test]
+fn bipartite() {
+ {
+ let mut gr = Graph::new_undirected();
+ let a = gr.add_node("A");
+ let b = gr.add_node("B");
+ let c = gr.add_node("C");
+
+ let d = gr.add_node("D");
+ let e = gr.add_node("E");
+ let f = gr.add_node("F");
+
+ gr.add_edge(a, d, 7.);
+ gr.add_edge(b, d, 6.);
+
+ assert!(is_bipartite_undirected(&gr, a));
+
+ let e_index = gr.add_edge(a, b, 6.);
+
+ assert!(!is_bipartite_undirected(&gr, a));
+
+ gr.remove_edge(e_index);
+
+ assert!(is_bipartite_undirected(&gr, a));
+
+ gr.add_edge(b, e, 7.);
+ gr.add_edge(b, f, 6.);
+ gr.add_edge(c, e, 6.);
+
+ assert!(is_bipartite_undirected(&gr, a));
+ }
+ {
+ let mut gr = Graph::new_undirected();
+ let a = gr.add_node("A");
+ let b = gr.add_node("B");
+ let c = gr.add_node("C");
+ let d = gr.add_node("D");
+ let e = gr.add_node("E");
+
+ let f = gr.add_node("F");
+ let g = gr.add_node("G");
+ let h = gr.add_node("H");
+
+ gr.add_edge(a, f, 7.);
+ gr.add_edge(a, g, 7.);
+ gr.add_edge(a, h, 7.);
+
+ gr.add_edge(b, f, 6.);
+ gr.add_edge(b, g, 6.);
+ gr.add_edge(b, h, 6.);
+
+ gr.add_edge(c, f, 6.);
+ gr.add_edge(c, g, 6.);
+ gr.add_edge(c, h, 6.);
+
+ gr.add_edge(d, f, 6.);
+ gr.add_edge(d, g, 6.);
+ gr.add_edge(d, h, 6.);
+
+ gr.add_edge(e, f, 6.);
+ gr.add_edge(e, g, 6.);
+ gr.add_edge(e, h, 6.);
+
+ assert!(is_bipartite_undirected(&gr, a));
+
+ gr.add_edge(a, b, 6.);
+
+ assert!(!is_bipartite_undirected(&gr, a));
+ }
+}
+
+#[test]
+fn multi() {
+ let mut gr = Graph::new();
+ let a = gr.add_node("a");
+ let b = gr.add_node("b");
+ gr.add_edge(a, b, ());
+ gr.add_edge(a, b, ());
+ assert_eq!(gr.edge_count(), 2);
+}
+
+#[test]
+fn iter_multi_edges() {
+ let mut gr = Graph::new();
+ let a = gr.add_node("a");
+ let b = gr.add_node("b");
+ let c = gr.add_node("c");
+
+ let mut connecting_edges = HashSet::new();
+
+ gr.add_edge(a, a, ());
+ connecting_edges.insert(gr.add_edge(a, b, ()));
+ gr.add_edge(a, c, ());
+ gr.add_edge(c, b, ());
+ connecting_edges.insert(gr.add_edge(a, b, ()));
+ gr.add_edge(b, a, ());
+
+ let mut iter = gr.edges_connecting(a, b);
+
+ let edge_id = iter.next().unwrap().id();
+ assert!(connecting_edges.contains(&edge_id));
+ connecting_edges.remove(&edge_id);
+
+ let edge_id = iter.next().unwrap().id();
+ assert!(connecting_edges.contains(&edge_id));
+ connecting_edges.remove(&edge_id);
+
+ assert_eq!(None, iter.next());
+ assert!(connecting_edges.is_empty());
+}
+
+#[test]
+fn iter_multi_undirected_edges() {
+ let mut gr = Graph::new_undirected();
+ let a = gr.add_node("a");
+ let b = gr.add_node("b");
+ let c = gr.add_node("c");
+
+ let mut connecting_edges = HashSet::new();
+
+ gr.add_edge(a, a, ());
+ connecting_edges.insert(gr.add_edge(a, b, ()));
+ gr.add_edge(a, c, ());
+ gr.add_edge(c, b, ());
+ connecting_edges.insert(gr.add_edge(a, b, ()));
+ connecting_edges.insert(gr.add_edge(b, a, ()));
+
+ let mut iter = gr.edges_connecting(a, b);
+
+ let edge_id = iter.next().unwrap().id();
+ assert!(connecting_edges.contains(&edge_id));
+ connecting_edges.remove(&edge_id);
+
+ let edge_id = iter.next().unwrap().id();
+ assert!(connecting_edges.contains(&edge_id));
+ connecting_edges.remove(&edge_id);
+
+ let edge_id = iter.next().unwrap().id();
+ assert!(connecting_edges.contains(&edge_id));
+ connecting_edges.remove(&edge_id);
+
+ assert_eq!(None, iter.next());
+ assert!(connecting_edges.is_empty());
+}
+
+#[test]
+fn update_edge() {
+ {
+ let mut gr = Graph::new();
+ let a = gr.add_node("a");
+ let b = gr.add_node("b");
+ let e = gr.update_edge(a, b, 1);
+ let f = gr.update_edge(a, b, 2);
+ let _ = gr.update_edge(b, a, 3);
+ assert_eq!(gr.edge_count(), 2);
+ assert_eq!(e, f);
+ assert_eq!(*gr.edge_weight(f).unwrap(), 2);
+ }
+
+ {
+ let mut gr = Graph::new_undirected();
+ let a = gr.add_node("a");
+ let b = gr.add_node("b");
+ let e = gr.update_edge(a, b, 1);
+ let f = gr.update_edge(b, a, 2);
+ assert_eq!(gr.edge_count(), 1);
+ assert_eq!(e, f);
+ assert_eq!(*gr.edge_weight(f).unwrap(), 2);
+ }
+}
+
+#[test]
+fn dijk() {
+ let mut g = Graph::new_undirected();
+ let a = g.add_node("A");
+ let b = g.add_node("B");
+ let c = g.add_node("C");
+ let d = g.add_node("D");
+ let e = g.add_node("E");
+ let f = g.add_node("F");
+ g.add_edge(a, b, 7);
+ g.add_edge(c, a, 9);
+ g.add_edge(a, d, 14);
+ g.add_edge(b, c, 10);
+ g.add_edge(d, c, 2);
+ g.add_edge(d, e, 9);
+ g.add_edge(b, f, 15);
+ g.add_edge(c, f, 11);
+ g.add_edge(e, f, 6);
+ println!("{:?}", g);
+ for no in Bfs::new(&g, a).iter(&g) {
+ println!("Visit {:?} = {:?}", no, g.node_weight(no));
+ }
+
+ let scores = dijkstra(&g, a, None, |e| *e.weight());
+ let mut scores: Vec<_> = scores.into_iter().map(|(n, s)| (g[n], s)).collect();
+ scores.sort();
+ assert_eq!(
+ scores,
+ vec![
+ ("A", 0),
+ ("B", 7),
+ ("C", 9),
+ ("D", 11),
+ ("E", 20),
+ ("F", 20)
+ ]
+ );
+
+ let scores = dijkstra(&g, a, Some(c), |e| *e.weight());
+ assert_eq!(scores[&c], 9);
+}
+
+#[test]
+fn test_astar_null_heuristic() {
+ let mut g = Graph::new();
+ let a = g.add_node("A");
+ let b = g.add_node("B");
+ let c = g.add_node("C");
+ let d = g.add_node("D");
+ let e = g.add_node("E");
+ let f = g.add_node("F");
+ g.add_edge(a, b, 7);
+ g.add_edge(c, a, 9);
+ g.add_edge(a, d, 14);
+ g.add_edge(b, c, 10);
+ g.add_edge(d, c, 2);
+ g.add_edge(d, e, 9);
+ g.add_edge(b, f, 15);
+ g.add_edge(c, f, 11);
+ g.add_edge(e, f, 6);
+
+ let path = astar(&g, a, |finish| finish == e, |e| *e.weight(), |_| 0);
+ assert_eq!(path, Some((23, vec![a, d, e])));
+
+ // check against dijkstra
+ let dijkstra_run = dijkstra(&g, a, Some(e), |e| *e.weight());
+ assert_eq!(dijkstra_run[&e], 23);
+
+ let path = astar(&g, e, |finish| finish == b, |e| *e.weight(), |_| 0);
+ assert_eq!(path, None);
+}
+
+#[test]
+fn test_astar_manhattan_heuristic() {
+ let mut g = Graph::new();
+ let a = g.add_node((0., 0.));
+ let b = g.add_node((2., 0.));
+ let c = g.add_node((1., 1.));
+ let d = g.add_node((0., 2.));
+ let e = g.add_node((3., 3.));
+ let f = g.add_node((4., 2.));
+ let _ = g.add_node((5., 5.)); // no path to node
+ g.add_edge(a, b, 2.);
+ g.add_edge(a, d, 4.);
+ g.add_edge(b, c, 1.);
+ g.add_edge(b, f, 7.);
+ g.add_edge(c, e, 5.);
+ g.add_edge(e, f, 1.);
+ g.add_edge(d, e, 1.);
+
+ let heuristic_for = |f: NodeIndex| {
+ let g = &g;
+ move |node: NodeIndex| -> f32 {
+ let (x1, y1): (f32, f32) = g[node];
+ let (x2, y2): (f32, f32) = g[f];
+
+ (x2 - x1).abs() + (y2 - y1).abs()
+ }
+ };
+ let path = astar(
+ &g,
+ a,
+ |finish| finish == f,
+ |e| *e.weight(),
+ heuristic_for(f),
+ );
+
+ assert_eq!(path, Some((6., vec![a, d, e, f])));
+
+ // check against dijkstra
+ let dijkstra_run = dijkstra(&g, a, None, |e| *e.weight());
+
+ for end in g.node_indices() {
+ let astar_path = astar(
+ &g,
+ a,
+ |finish| finish == end,
+ |e| *e.weight(),
+ heuristic_for(end),
+ );
+ assert_eq!(dijkstra_run.get(&end).cloned(), astar_path.map(|t| t.0));
+ }
+}
+
+#[cfg(feature = "generate")]
+#[test]
+fn test_generate_undirected() {
+ for size in 0..4 {
+ let mut gen = pg::generate::Generator::<Undirected>::all(size, true);
+ let nedges = (size * size - size) / 2 + size;
+ let mut n = 0;
+ while let Some(g) = gen.next_ref() {
+ n += 1;
+ println!("{:?}", g);
+ }
+
+ assert_eq!(n, 1 << nedges);
+ }
+}
+
+#[cfg(feature = "generate")]
+#[test]
+fn test_generate_directed() {
+ // Number of DAG out of all graphs (all permutations) per node size
+ // 0, 1, 2, 3, 4, 5 ..
+ let n_dag = &[1, 1, 3, 25, 543, 29281, 3781503];
+ for (size, &dags_exp) in (0..4).zip(n_dag) {
+ let mut gen = pg::generate::Generator::<Directed>::all(size, true);
+ let nedges = size * size;
+ let mut n = 0;
+ let mut dags = 0;
+ while let Some(g) = gen.next_ref() {
+ n += 1;
+ if !pg::algo::is_cyclic_directed(g) {
+ dags += 1;
+ }
+ }
+
+ /*
+ // check that all generated graphs have unique adjacency matrices
+ let mut adjmats = graphs.iter().map(Graph::adjacency_matrix).collect::<Vec<_>>();
+ adjmats.sort(); adjmats.dedup();
+ assert_eq!(adjmats.len(), n);
+ */
+ assert_eq!(dags_exp, dags);
+ assert_eq!(n, 1 << nedges);
+ }
+}
+
+#[cfg(feature = "generate")]
+#[test]
+fn test_generate_dag() {
+ use petgraph::visit::GetAdjacencyMatrix;
+ for size in 1..5 {
+ let gen = pg::generate::Generator::directed_acyclic(size);
+ let nedges = (size - 1) * size / 2;
+ let graphs = gen.collect::<Vec<_>>();
+
+ assert_eq!(graphs.len(), 1 << nedges);
+
+ // check that all generated graphs have unique adjacency matrices
+ let mut adjmats = graphs
+ .iter()
+ .map(Graph::adjacency_matrix)
+ .collect::<Vec<_>>();
+ adjmats.sort();
+ adjmats.dedup();
+ assert_eq!(adjmats.len(), graphs.len());
+ for gr in &graphs {
+ assert!(
+ !petgraph::algo::is_cyclic_directed(gr),
+ "Assertion failed: {:?} acyclic",
+ gr
+ );
+ }
+ }
+}
+
+#[test]
+fn without() {
+ let mut og = Graph::new_undirected();
+ let a = og.add_node(0);
+ let b = og.add_node(1);
+ let c = og.add_node(2);
+ let d = og.add_node(3);
+ let _ = og.add_edge(a, b, 0);
+ let _ = og.add_edge(a, c, 1);
+ let v: Vec<NodeIndex> = og.externals(Outgoing).collect();
+ assert_eq!(v, vec![d]);
+
+ let mut og = Graph::new();
+ let a = og.add_node(0);
+ let b = og.add_node(1);
+ let c = og.add_node(2);
+ let d = og.add_node(3);
+ let _ = og.add_edge(a, b, 0);
+ let _ = og.add_edge(a, c, 1);
+ let init: Vec<NodeIndex> = og.externals(Incoming).collect();
+ let term: Vec<NodeIndex> = og.externals(Outgoing).collect();
+ assert_eq!(init, vec![a, d]);
+ assert_eq!(term, vec![b, c, d]);
+}
+
+fn assert_is_topo_order<N, E>(gr: &Graph<N, E, Directed>, order: &[NodeIndex]) {
+ assert_eq!(gr.node_count(), order.len());
+ // check all the edges of the graph
+ for edge in gr.raw_edges() {
+ let a = edge.source();
+ let b = edge.target();
+ let ai = order.iter().position(|x| *x == a).unwrap();
+ let bi = order.iter().position(|x| *x == b).unwrap();
+ println!("Check that {:?} is before {:?}", a, b);
+ assert!(
+ ai < bi,
+ "Topo order: assertion that node {:?} is before {:?} failed",
+ a,
+ b
+ );
+ }
+}
+
+#[test]
+fn test_toposort() {
+ let mut gr = Graph::<_, _>::new();
+ let a = gr.add_node("A");
+ let b = gr.add_node("B");
+ let c = gr.add_node("C");
+ let d = gr.add_node("D");
+ let e = gr.add_node("E");
+ let f = gr.add_node("F");
+ let g = gr.add_node("G");
+ gr.extend_with_edges(&[
+ (a, b, 7.),
+ (a, d, 5.),
+ (d, b, 9.),
+ (b, c, 8.),
+ (b, e, 7.),
+ (c, e, 5.),
+ (d, e, 15.),
+ (d, f, 6.),
+ (f, e, 8.),
+ (f, g, 11.),
+ (e, g, 9.),
+ ]);
+
+ // add a disjoint part
+ let h = gr.add_node("H");
+ let i = gr.add_node("I");
+ let j = gr.add_node("J");
+ gr.add_edge(h, i, 1.);
+ gr.add_edge(h, j, 3.);
+ gr.add_edge(i, j, 1.);
+
+ let order = petgraph::algo::toposort(&gr, None).unwrap();
+ println!("{:?}", order);
+ assert_eq!(order.len(), gr.node_count());
+
+ assert_is_topo_order(&gr, &order);
+}
+
+#[test]
+fn test_toposort_eq() {
+ let mut g = Graph::<_, _>::new();
+ let a = g.add_node("A");
+ let b = g.add_node("B");
+ g.add_edge(a, b, ());
+
+ assert_eq!(petgraph::algo::toposort(&g, None), Ok(vec![a, b]));
+}
+
+#[test]
+fn is_cyclic_directed() {
+ let mut gr = Graph::<_, _>::new();
+ let a = gr.add_node("A");
+ let b = gr.add_node("B");
+ let c = gr.add_node("C");
+ let d = gr.add_node("D");
+ let e = gr.add_node("E");
+ let f = gr.add_node("F");
+ let g = gr.add_node("G");
+ gr.add_edge(a, b, 7.0);
+ gr.add_edge(a, d, 5.);
+ gr.add_edge(d, b, 9.);
+ gr.add_edge(b, c, 8.);
+ gr.add_edge(b, e, 7.);
+ gr.add_edge(c, e, 5.);
+ gr.add_edge(d, e, 15.);
+ gr.add_edge(d, f, 6.);
+ gr.add_edge(f, e, 8.);
+ gr.add_edge(f, g, 11.);
+ gr.add_edge(e, g, 9.);
+
+ assert!(!petgraph::algo::is_cyclic_directed(&gr));
+
+ // add a disjoint part
+ let h = gr.add_node("H");
+ let i = gr.add_node("I");
+ let j = gr.add_node("J");
+ gr.add_edge(h, i, 1.);
+ gr.add_edge(h, j, 3.);
+ gr.add_edge(i, j, 1.);
+ assert!(!petgraph::algo::is_cyclic_directed(&gr));
+
+ gr.add_edge(g, e, 0.);
+ assert!(petgraph::algo::is_cyclic_directed(&gr));
+}
+
+/// Compare two scc sets. Inside each scc, the order does not matter,
+/// but the order of the sccs is significant.
+fn assert_sccs_eq(
+ mut res: Vec<Vec<NodeIndex>>,
+ mut answer: Vec<Vec<NodeIndex>>,
+ scc_order_matters: bool,
+) {
+ // normalize the result and compare with the answer.
+ for scc in &mut res {
+ scc.sort();
+ }
+ for scc in &mut answer {
+ scc.sort();
+ }
+ if !scc_order_matters {
+ res.sort();
+ answer.sort();
+ }
+ assert_eq!(res, answer);
+}
+
+#[test]
+fn scc() {
+ let gr: Graph<(), ()> = Graph::from_edges(&[
+ (6, 0),
+ (0, 3),
+ (3, 6),
+ (8, 6),
+ (8, 2),
+ (2, 5),
+ (5, 8),
+ (7, 5),
+ (1, 7),
+ (7, 4),
+ (4, 1),
+ ]);
+
+ assert_sccs_eq(
+ petgraph::algo::kosaraju_scc(&gr),
+ vec![
+ vec![n(0), n(3), n(6)],
+ vec![n(2), n(5), n(8)],
+ vec![n(1), n(4), n(7)],
+ ],
+ true,
+ );
+ // Reversed edges gives the same sccs (when sorted)
+ assert_sccs_eq(
+ petgraph::algo::kosaraju_scc(Reversed(&gr)),
+ vec![
+ vec![n(1), n(4), n(7)],
+ vec![n(2), n(5), n(8)],
+ vec![n(0), n(3), n(6)],
+ ],
+ true,
+ );
+
+ // Test an undirected graph just for fun.
+ // Sccs are just connected components.
+ let mut hr = gr.into_edge_type::<Undirected>();
+ // Delete an edge to disconnect it
+ let ed = hr.find_edge(n(6), n(8)).unwrap();
+ assert!(hr.remove_edge(ed).is_some());
+
+ assert_sccs_eq(
+ petgraph::algo::kosaraju_scc(&hr),
+ vec![
+ vec![n(0), n(3), n(6)],
+ vec![n(1), n(2), n(4), n(5), n(7), n(8)],
+ ],
+ false,
+ );
+
+ // acyclic non-tree, #14
+ let n = NodeIndex::new;
+ let mut gr = Graph::new();
+ gr.add_node(0);
+ gr.add_node(1);
+ gr.add_node(2);
+ gr.add_node(3);
+ gr.add_edge(n(3), n(2), ());
+ gr.add_edge(n(3), n(1), ());
+ gr.add_edge(n(2), n(0), ());
+ gr.add_edge(n(1), n(0), ());
+
+ assert_sccs_eq(
+ petgraph::algo::kosaraju_scc(&gr),
+ vec![vec![n(0)], vec![n(1)], vec![n(2)], vec![n(3)]],
+ true,
+ );
+
+ // Kosaraju bug from PR #60
+ let mut gr = Graph::<(), ()>::new();
+ gr.extend_with_edges(&[(0, 0), (1, 0), (2, 0), (2, 1), (2, 2)]);
+ gr.add_node(());
+ // no order for the disconnected one
+ assert_sccs_eq(
+ petgraph::algo::kosaraju_scc(&gr),
+ vec![vec![n(0)], vec![n(1)], vec![n(2)], vec![n(3)]],
+ false,
+ );
+}
+
+#[test]
+fn tarjan_scc() {
+ let gr: Graph<(), ()> = Graph::from_edges(&[
+ (6, 0),
+ (0, 3),
+ (3, 6),
+ (8, 6),
+ (8, 2),
+ (2, 5),
+ (5, 8),
+ (7, 5),
+ (1, 7),
+ (7, 4),
+ (4, 1),
+ ]);
+
+ assert_sccs_eq(
+ petgraph::algo::tarjan_scc(&gr),
+ vec![
+ vec![n(0), n(3), n(6)],
+ vec![n(2), n(5), n(8)],
+ vec![n(1), n(4), n(7)],
+ ],
+ true,
+ );
+
+ // Test an undirected graph just for fun.
+ // Sccs are just connected components.
+ let mut hr = gr.into_edge_type::<Undirected>();
+ // Delete an edge to disconnect it
+ let ed = hr.find_edge(n(6), n(8)).unwrap();
+ assert!(hr.remove_edge(ed).is_some());
+
+ assert_sccs_eq(
+ petgraph::algo::tarjan_scc(&hr),
+ vec![
+ vec![n(1), n(2), n(4), n(5), n(7), n(8)],
+ vec![n(0), n(3), n(6)],
+ ],
+ false,
+ );
+
+ // acyclic non-tree, #14
+ let n = NodeIndex::new;
+ let mut gr = Graph::new();
+ gr.add_node(0);
+ gr.add_node(1);
+ gr.add_node(2);
+ gr.add_node(3);
+ gr.add_edge(n(3), n(2), ());
+ gr.add_edge(n(3), n(1), ());
+ gr.add_edge(n(2), n(0), ());
+ gr.add_edge(n(1), n(0), ());
+
+ assert_sccs_eq(
+ petgraph::algo::tarjan_scc(&gr),
+ vec![vec![n(0)], vec![n(1)], vec![n(2)], vec![n(3)]],
+ true,
+ );
+
+ // Kosaraju bug from PR #60
+ let mut gr = Graph::<(), ()>::new();
+ gr.extend_with_edges(&[(0, 0), (1, 0), (2, 0), (2, 1), (2, 2)]);
+ gr.add_node(());
+ // no order for the disconnected one
+ assert_sccs_eq(
+ petgraph::algo::tarjan_scc(&gr),
+ vec![vec![n(0)], vec![n(1)], vec![n(2)], vec![n(3)]],
+ false,
+ );
+}
+
+#[test]
+fn condensation() {
+ let gr: Graph<(), ()> = Graph::from_edges(&[
+ (6, 0),
+ (0, 3),
+ (3, 6),
+ (8, 6),
+ (8, 2),
+ (2, 3),
+ (2, 5),
+ (5, 8),
+ (7, 5),
+ (1, 7),
+ (7, 4),
+ (4, 1),
+ ]);
+
+ // make_acyclic = true
+
+ let cond = petgraph::algo::condensation(gr.clone(), true);
+
+ assert!(cond.node_count() == 3);
+ assert!(cond.edge_count() == 2);
+ assert!(
+ !petgraph::algo::is_cyclic_directed(&cond),
+ "Assertion failed: {:?} acyclic",
+ cond
+ );
+
+ // make_acyclic = false
+
+ let cond = petgraph::algo::condensation(gr.clone(), false);
+
+ assert!(cond.node_count() == 3);
+ assert!(cond.edge_count() == gr.edge_count());
+}
+
+#[test]
+fn connected_comp() {
+ let n = NodeIndex::new;
+ let mut gr = Graph::new();
+ gr.add_node(0);
+ gr.add_node(1);
+ gr.add_node(2);
+ gr.add_node(3);
+ gr.add_node(4);
+ gr.add_node(5);
+ gr.add_node(6);
+ gr.add_node(7);
+ gr.add_node(8);
+ gr.add_edge(n(6), n(0), ());
+ gr.add_edge(n(0), n(3), ());
+ gr.add_edge(n(3), n(6), ());
+ gr.add_edge(n(8), n(6), ());
+ gr.add_edge(n(8), n(2), ());
+ gr.add_edge(n(2), n(5), ());
+ gr.add_edge(n(5), n(8), ());
+ gr.add_edge(n(7), n(5), ());
+ gr.add_edge(n(1), n(7), ());
+ gr.add_edge(n(7), n(4), ());
+ gr.add_edge(n(4), n(1), ());
+ assert_eq!(petgraph::algo::connected_components(&gr), 1);
+
+ gr.add_node(9);
+ gr.add_node(10);
+ assert_eq!(petgraph::algo::connected_components(&gr), 3);
+
+ gr.add_edge(n(9), n(10), ());
+ assert_eq!(petgraph::algo::connected_components(&gr), 2);
+
+ let gr = gr.into_edge_type::<Undirected>();
+ assert_eq!(petgraph::algo::connected_components(&gr), 2);
+}
+
+#[should_panic]
+#[test]
+fn oob_index() {
+ let mut gr = Graph::<_, ()>::new();
+ let a = gr.add_node(0);
+ let b = gr.add_node(1);
+ gr.remove_node(a);
+ gr[b];
+}
+
+#[test]
+fn usize_index() {
+ let mut gr = Graph::<_, _, Directed, usize>::with_capacity(0, 0);
+ let a = gr.add_node(0);
+ let b = gr.add_node(1);
+ let e = gr.add_edge(a, b, 1.2);
+ let mut dfs = Dfs::new(&gr, a);
+ while let Some(nx) = dfs.next(&gr) {
+ gr[nx] += 1;
+ }
+ assert_eq!(gr[a], 1);
+ assert_eq!(gr[b], 2);
+ assert_eq!(gr[e], 1.2);
+}
+
+#[test]
+fn u8_index() {
+ let mut gr = Graph::<_, (), Undirected, u8>::with_capacity(0, 0);
+ for _ in 0..255 {
+ gr.add_node(());
+ }
+}
+
+#[should_panic]
+#[test]
+fn u8_index_overflow() {
+ let mut gr = Graph::<_, (), Undirected, u8>::with_capacity(0, 0);
+ for _ in 0..256 {
+ gr.add_node(());
+ }
+}
+
+#[should_panic]
+#[test]
+fn u8_index_overflow_edges() {
+ let mut gr = Graph::<_, (), Undirected, u8>::with_capacity(0, 0);
+ let a = gr.add_node('a');
+ let b = gr.add_node('b');
+ for _ in 0..256 {
+ gr.add_edge(a, b, ());
+ }
+}
+
+#[test]
+fn test_weight_iterators() {
+ let mut gr = Graph::<_, _>::new();
+ let a = gr.add_node("A");
+ let b = gr.add_node("B");
+ let c = gr.add_node("C");
+ let d = gr.add_node("D");
+ let e = gr.add_node("E");
+ let f = gr.add_node("F");
+ let g = gr.add_node("G");
+ gr.add_edge(a, b, 7.0);
+ gr.add_edge(a, d, 5.);
+ gr.add_edge(d, b, 9.);
+ gr.add_edge(b, c, 8.);
+ gr.add_edge(b, e, 7.);
+ gr.add_edge(c, e, 5.);
+ gr.add_edge(d, e, 15.);
+ gr.add_edge(d, f, 6.);
+ gr.add_edge(f, e, 8.);
+ gr.add_edge(f, g, 11.);
+ gr.add_edge(e, g, 9.);
+
+ assert_eq!(gr.node_weights_mut().count(), gr.node_count());
+ assert_eq!(gr.edge_weights_mut().count(), gr.edge_count());
+
+ // add a disjoint part
+ let h = gr.add_node("H");
+ let i = gr.add_node("I");
+ let j = gr.add_node("J");
+ gr.add_edge(h, i, 1.);
+ gr.add_edge(h, j, 3.);
+ gr.add_edge(i, j, 1.);
+
+ assert_eq!(gr.node_weights_mut().count(), gr.node_count());
+ assert_eq!(gr.edge_weights_mut().count(), gr.edge_count());
+
+ for nw in gr.node_weights_mut() {
+ *nw = "x";
+ }
+ for node in gr.raw_nodes() {
+ assert_eq!(node.weight, "x");
+ }
+
+ let old = gr.clone();
+ for (index, ew) in gr.edge_weights_mut().enumerate() {
+ assert_eq!(old[EdgeIndex::new(index)], *ew);
+ *ew = -*ew;
+ }
+ for (index, edge) in gr.raw_edges().iter().enumerate() {
+ assert_eq!(edge.weight, -1. * old[EdgeIndex::new(index)]);
+ }
+}
+
+#[test]
+fn walk_edges() {
+ let mut gr = Graph::<_, _>::new();
+ let a = gr.add_node(0.);
+ let b = gr.add_node(1.);
+ let c = gr.add_node(2.);
+ let d = gr.add_node(3.);
+ let e0 = gr.add_edge(a, b, 0.);
+ let e1 = gr.add_edge(a, d, 0.);
+ let e2 = gr.add_edge(b, c, 0.);
+ let e3 = gr.add_edge(c, a, 0.);
+
+ // Set edge weights to difference: target - source.
+ let mut dfs = Dfs::new(&gr, a);
+ while let Some(source) = dfs.next(&gr) {
+ let mut edges = gr.neighbors_directed(source, Outgoing).detach();
+ while let Some((edge, target)) = edges.next(&gr) {
+ gr[edge] = gr[target] - gr[source];
+ }
+ }
+ assert_eq!(gr[e0], 1.);
+ assert_eq!(gr[e1], 3.);
+ assert_eq!(gr[e2], 1.);
+ assert_eq!(gr[e3], -2.);
+
+ let mut nedges = 0;
+ let mut dfs = Dfs::new(&gr, a);
+ while let Some(node) = dfs.next(&gr) {
+ let mut edges = gr.neighbors_directed(node, Incoming).detach();
+ while let Some((edge, source)) = edges.next(&gr) {
+ assert_eq!(gr.find_edge(source, node), Some(edge));
+ nedges += 1;
+ }
+
+ let mut edges = gr.neighbors_directed(node, Outgoing).detach();
+ while let Some((edge, target)) = edges.next(&gr) {
+ assert_eq!(gr.find_edge(node, target), Some(edge));
+ nedges += 1;
+ }
+ }
+ assert_eq!(nedges, 8);
+}
+
+#[test]
+fn index_twice_mut() {
+ let mut gr = Graph::<_, _>::new();
+ let a = gr.add_node(0.);
+ let b = gr.add_node(0.);
+ let c = gr.add_node(0.);
+ let d = gr.add_node(0.);
+ let e = gr.add_node(0.);
+ let f = gr.add_node(0.);
+ let g = gr.add_node(0.);
+ gr.add_edge(a, b, 7.0);
+ gr.add_edge(a, d, 5.);
+ gr.add_edge(d, b, 9.);
+ gr.add_edge(b, c, 8.);
+ gr.add_edge(b, e, 7.);
+ gr.add_edge(c, e, 5.);
+ gr.add_edge(d, e, 15.);
+ gr.add_edge(d, f, 6.);
+ gr.add_edge(f, e, 8.);
+ gr.add_edge(f, g, 11.);
+ gr.add_edge(e, g, 9.);
+
+ for dir in &[Incoming, Outgoing] {
+ for nw in gr.node_weights_mut() {
+ *nw = 0.;
+ }
+
+ // walk the graph and sum incoming edges
+ let mut dfs = Dfs::new(&gr, a);
+ while let Some(node) = dfs.next(&gr) {
+ let mut edges = gr.neighbors_directed(node, *dir).detach();
+ while let Some(edge) = edges.next_edge(&gr) {
+ let (nw, ew) = gr.index_twice_mut(node, edge);
+ *nw += *ew;
+ }
+ }
+
+ // check the sums
+ for i in 0..gr.node_count() {
+ let ni = NodeIndex::new(i);
+ let s = gr
+ .edges_directed(ni, *dir)
+ .map(|e| *e.weight())
+ .fold(0., |a, b| a + b);
+ assert_eq!(s, gr[ni]);
+ }
+ println!("Sum {:?}: {:?}", dir, gr);
+ }
+}
+
+fn make_edge_iterator_graph<Ty: EdgeType>() -> Graph<f64, f64, Ty> {
+ let mut gr = Graph::default();
+ let a = gr.add_node(0.);
+ let b = gr.add_node(0.);
+ let c = gr.add_node(0.);
+ let d = gr.add_node(0.);
+ let e = gr.add_node(0.);
+ let f = gr.add_node(0.);
+ let g = gr.add_node(0.);
+ gr.add_edge(a, b, 7.0);
+ gr.add_edge(a, d, 5.);
+ gr.add_edge(d, b, 9.);
+ gr.add_edge(b, c, 8.);
+ gr.add_edge(b, e, 7.);
+ gr.add_edge(c, c, 8.);
+ gr.add_edge(c, e, 5.);
+ gr.add_edge(d, e, 15.);
+ gr.add_edge(d, f, 6.);
+ gr.add_edge(f, e, 8.);
+ gr.add_edge(f, g, 11.);
+ gr.add_edge(e, g, 9.);
+
+ gr
+}
+
+#[test]
+fn test_edge_iterators_directed() {
+ let gr = make_edge_iterator_graph::<Directed>();
+
+ for i in gr.node_indices() {
+ itertools::assert_equal(gr.edges_directed(i, Outgoing), gr.edges(i));
+
+ // Reversed reverses edges, so target and source need to be reversed once more.
+ itertools::assert_equal(
+ gr.edges_directed(i, Outgoing)
+ .map(|edge| (edge.source(), edge.target())),
+ Reversed(&gr)
+ .edges_directed(i, Incoming)
+ .map(|edge| (edge.target(), edge.source())),
+ );
+
+ for edge in gr.edges_directed(i, Outgoing) {
+ assert_eq!(
+ edge.source(),
+ i,
+ "outgoing edges should have a fixed source"
+ );
+ }
+ for edge in Reversed(&gr).edges_directed(i, Incoming) {
+ assert_eq!(
+ edge.target(),
+ i,
+ "reversed incoming edges should have a fixed target"
+ );
+ }
+ }
+
+ let mut reversed_gr = gr.clone();
+ reversed_gr.reverse();
+
+ println!("{:#?}", gr);
+ for i in gr.node_indices() {
+ // Compare against reversed graphs two different ways: using .reverse() and Reversed.
+ itertools::assert_equal(gr.edges_directed(i, Incoming), reversed_gr.edges(i));
+
+ // Reversed reverses edges, so target and source need to be reversed once more.
+ itertools::assert_equal(
+ gr.edges_directed(i, Incoming)
+ .map(|edge| (edge.source(), edge.target())),
+ Reversed(&gr)
+ .edges(i)
+ .map(|edge| (edge.target(), edge.source())),
+ );
+
+ for edge in gr.edges_directed(i, Incoming) {
+ assert_eq!(
+ edge.target(),
+ i,
+ "incoming edges should have a fixed target"
+ );
+ }
+ for edge in Reversed(&gr).edges_directed(i, Outgoing) {
+ assert_eq!(
+ edge.source(),
+ i,
+ "reversed outgoing edges should have a fixed source"
+ );
+ }
+ }
+}
+
+#[test]
+fn test_edge_iterators_undir() {
+ let gr = make_edge_iterator_graph::<Undirected>();
+
+ for i in gr.node_indices() {
+ itertools::assert_equal(gr.edges_directed(i, Outgoing), gr.edges(i));
+
+ // Reversed reverses edges, so target and source need to be reversed once more.
+ itertools::assert_equal(
+ gr.edges_directed(i, Outgoing)
+ .map(|edge| (edge.source(), edge.target())),
+ Reversed(&gr)
+ .edges_directed(i, Incoming)
+ .map(|edge| (edge.target(), edge.source())),
+ );
+
+ for edge in gr.edges_directed(i, Outgoing) {
+ assert_eq!(
+ edge.source(),
+ i,
+ "outgoing edges should have a fixed source"
+ );
+ }
+ for edge in Reversed(&gr).edges_directed(i, Incoming) {
+ assert_eq!(
+ edge.target(),
+ i,
+ "reversed incoming edges should have a fixed target"
+ );
+ }
+ }
+
+ for i in gr.node_indices() {
+ itertools::assert_equal(gr.edges_directed(i, Incoming), gr.edges(i));
+
+ // Reversed reverses edges, so target and source need to be reversed once more.
+ itertools::assert_equal(
+ gr.edges_directed(i, Incoming)
+ .map(|edge| (edge.source(), edge.target())),
+ Reversed(&gr)
+ .edges(i)
+ .map(|edge| (edge.target(), edge.source())),
+ );
+
+ for edge in gr.edges_directed(i, Incoming) {
+ assert_eq!(
+ edge.target(),
+ i,
+ "incoming edges should have a fixed target"
+ );
+ }
+ for edge in Reversed(&gr).edges_directed(i, Outgoing) {
+ assert_eq!(
+ edge.source(),
+ i,
+ "reversed outgoing edges should have a fixed source"
+ );
+ }
+ }
+}
+
+#[test]
+fn toposort_generic() {
+ // This is a DAG, visit it in order
+ let mut gr = Graph::<_, _>::new();
+ let b = gr.add_node(("B", 0.));
+ let a = gr.add_node(("A", 0.));
+ let c = gr.add_node(("C", 0.));
+ let d = gr.add_node(("D", 0.));
+ let e = gr.add_node(("E", 0.));
+ let f = gr.add_node(("F", 0.));
+ let g = gr.add_node(("G", 0.));
+ gr.add_edge(a, b, 7.0);
+ gr.add_edge(a, d, 5.);
+ gr.add_edge(d, b, 9.);
+ gr.add_edge(b, c, 8.);
+ gr.add_edge(b, e, 7.);
+ gr.add_edge(c, e, 5.);
+ gr.add_edge(d, e, 15.);
+ gr.add_edge(d, f, 6.);
+ gr.add_edge(f, e, 8.);
+ gr.add_edge(f, g, 11.);
+ gr.add_edge(e, g, 9.);
+
+ assert!(!pg::algo::is_cyclic_directed(&gr));
+ let mut index = 0.;
+ let mut topo = Topo::new(&gr);
+ while let Some(nx) = topo.next(&gr) {
+ gr[nx].1 = index;
+ index += 1.;
+ }
+
+ let mut order = Vec::new();
+ index = 0.;
+ let mut topo = Topo::new(&gr);
+ while let Some(nx) = topo.next(&gr) {
+ order.push(nx);
+ assert_eq!(gr[nx].1, index);
+ index += 1.;
+ }
+ println!("{:?}", gr);
+ assert_is_topo_order(&gr, &order);
+
+ {
+ order.clear();
+ let mut topo = Topo::new(&gr);
+ while let Some(nx) = topo.next(&gr) {
+ order.push(nx);
+ }
+ println!("{:?}", gr);
+ assert_is_topo_order(&gr, &order);
+ }
+ let mut gr2 = gr.clone();
+ gr.add_edge(e, d, -1.);
+ assert!(pg::algo::is_cyclic_directed(&gr));
+ assert!(pg::algo::toposort(&gr, None).is_err());
+ gr2.add_edge(d, d, 0.);
+ assert!(pg::algo::is_cyclic_directed(&gr2));
+ assert!(pg::algo::toposort(&gr2, None).is_err());
+}
+
+#[test]
+fn test_has_path() {
+ // This is a DAG, visit it in order
+ let mut gr = Graph::<_, _>::new();
+ let b = gr.add_node(("B", 0.));
+ let a = gr.add_node(("A", 0.));
+ let c = gr.add_node(("C", 0.));
+ let d = gr.add_node(("D", 0.));
+ let e = gr.add_node(("E", 0.));
+ let f = gr.add_node(("F", 0.));
+ let g = gr.add_node(("G", 0.));
+ gr.add_edge(a, b, 7.0);
+ gr.add_edge(a, d, 5.);
+ gr.add_edge(d, b, 9.);
+ gr.add_edge(b, c, 8.);
+ gr.add_edge(b, e, 7.);
+ gr.add_edge(c, e, 5.);
+ gr.add_edge(d, e, 15.);
+ gr.add_edge(d, f, 6.);
+ gr.add_edge(f, e, 8.);
+ gr.add_edge(f, g, 11.);
+ gr.add_edge(e, g, 9.);
+ // disconnected island
+
+ let h = gr.add_node(("H", 0.));
+ let i = gr.add_node(("I", 0.));
+ gr.add_edge(h, i, 2.);
+ gr.add_edge(i, h, -2.);
+
+ let mut state = DfsSpace::default();
+
+ gr.add_edge(b, a, 99.);
+
+ assert!(has_path_connecting(&gr, c, c, None));
+
+ for edge in gr.edge_references() {
+ assert!(has_path_connecting(&gr, edge.source(), edge.target(), None));
+ }
+ assert!(has_path_connecting(&gr, a, g, Some(&mut state)));
+ assert!(!has_path_connecting(&gr, a, h, Some(&mut state)));
+ assert!(has_path_connecting(&gr, a, c, None));
+ assert!(has_path_connecting(&gr, a, c, Some(&mut state)));
+ assert!(!has_path_connecting(&gr, h, a, Some(&mut state)));
+}
+
+#[test]
+fn map_filter_map() {
+ let mut g = Graph::new_undirected();
+ let a = g.add_node("A");
+ let b = g.add_node("B");
+ let c = g.add_node("C");
+ let d = g.add_node("D");
+ let e = g.add_node("E");
+ let f = g.add_node("F");
+ g.add_edge(a, b, 7);
+ g.add_edge(c, a, 9);
+ g.add_edge(a, d, 14);
+ g.add_edge(b, c, 10);
+ g.add_edge(d, c, 2);
+ g.add_edge(d, e, 9);
+ g.add_edge(b, f, 15);
+ g.add_edge(c, f, 11);
+ g.add_edge(e, f, 6);
+ println!("{:?}", g);
+
+ let g2 = g.filter_map(
+ |_, name| Some(*name),
+ |_, &weight| if weight >= 10 { Some(weight) } else { None },
+ );
+ assert_eq!(g2.edge_count(), 4);
+ for edge in g2.raw_edges() {
+ assert!(edge.weight >= 10);
+ }
+
+ let g3 = g.filter_map(
+ |i, &name| if i == a || i == e { None } else { Some(name) },
+ |i, &weight| {
+ let (source, target) = g.edge_endpoints(i).unwrap();
+ // don't map edges from a removed node
+ assert!(source != a);
+ assert!(target != a);
+ assert!(source != e);
+ assert!(target != e);
+ Some(weight)
+ },
+ );
+ assert_eq!(g3.node_count(), g.node_count() - 2);
+ assert_eq!(g3.edge_count(), g.edge_count() - 5);
+ assert_graph_consistent(&g3);
+
+ let mut g4 = g.clone();
+ g4.retain_edges(|gr, i| {
+ let (s, t) = gr.edge_endpoints(i).unwrap();
+ !(s == a || s == e || t == a || t == e)
+ });
+ assert_eq!(g4.edge_count(), g.edge_count() - 5);
+ assert_graph_consistent(&g4);
+}
+
+#[test]
+fn from_edges() {
+ let n = NodeIndex::new;
+ let gr =
+ Graph::<(), (), Undirected>::from_edges(&[(0, 1), (0, 2), (0, 3), (1, 2), (1, 3), (2, 3)]);
+ assert_eq!(gr.node_count(), 4);
+ assert_eq!(gr.edge_count(), 6);
+ assert_eq!(gr.neighbors(n(0)).count(), 3);
+ assert_eq!(gr.neighbors(n(1)).count(), 3);
+ assert_eq!(gr.neighbors(n(2)).count(), 3);
+ assert_eq!(gr.neighbors(n(3)).count(), 3);
+ assert_graph_consistent(&gr);
+}
+
+#[test]
+fn retain() {
+ let mut gr = Graph::<i32, i32, Undirected>::from_edges(&[
+ (0, 1, 2),
+ (1, 1, 1),
+ (0, 2, 0),
+ (1, 2, 3),
+ (2, 3, 3),
+ ]);
+ gr.retain_edges(|mut gr, i| {
+ if gr[i] <= 0 {
+ false
+ } else {
+ gr[i] -= 1;
+ let (s, t) = gr.edge_endpoints(i).unwrap();
+ gr[s] += 1;
+ gr[t] += 1;
+
+ gr[i] > 0
+ }
+ });
+
+ assert_eq!(gr.edge_count(), 3);
+ assert_eq!(gr[n(0)], 1);
+ assert_eq!(gr[n(1)], 4);
+ assert_eq!(gr[n(2)], 2);
+ assert_eq!(gr[n(3)], 1);
+ assert!(gr.find_edge(n(1), n(1)).is_none());
+ assert!(gr.find_edge(n(0), n(2)).is_none());
+ assert_graph_consistent(&gr);
+}
+
+fn assert_graph_consistent<N, E, Ty, Ix>(g: &Graph<N, E, Ty, Ix>)
+where
+ Ty: EdgeType,
+ Ix: IndexType,
+{
+ assert_eq!(g.node_count(), g.node_indices().count());
+ assert_eq!(g.edge_count(), g.edge_indices().count());
+ for edge in g.raw_edges() {
+ assert!(
+ g.find_edge(edge.source(), edge.target()).is_some(),
+ "Edge not in graph! {:?} to {:?}",
+ edge.source(),
+ edge.target()
+ );
+ }
+}
+
+#[test]
+fn neighbors_selfloops() {
+ // Directed graph
+ let mut gr = Graph::<_, ()>::new();
+ let a = gr.add_node("a");
+ let b = gr.add_node("b");
+ let c = gr.add_node("c");
+ gr.extend_with_edges(&[(a, a), (a, b), (c, a), (a, a)]);
+
+ let out_edges = [a, a, b];
+ let in_edges = [a, a, c];
+ let undir_edges = [a, a, b, c];
+ let mut seen_out = gr.neighbors(a).collect::<Vec<_>>();
+ seen_out.sort();
+ assert_eq!(&seen_out, &out_edges);
+ let mut seen_in = gr.neighbors_directed(a, Incoming).collect::<Vec<_>>();
+ seen_in.sort();
+ assert_eq!(&seen_in, &in_edges);
+
+ let mut seen_undir = gr.neighbors_undirected(a).collect::<Vec<_>>();
+ seen_undir.sort();
+ assert_eq!(&seen_undir, &undir_edges);
+
+ let mut seen_out = gr.edges(a).map(|e| e.target()).collect::<Vec<_>>();
+ seen_out.sort();
+ assert_eq!(&seen_out, &out_edges);
+
+ let mut seen_walk = Vec::new();
+ let mut walk = gr.neighbors(a).detach();
+ while let Some(n) = walk.next_node(&gr) {
+ seen_walk.push(n);
+ }
+ seen_walk.sort();
+ assert_eq!(&seen_walk, &out_edges);
+
+ seen_walk.clear();
+ let mut walk = gr.neighbors_directed(a, Incoming).detach();
+ while let Some(n) = walk.next_node(&gr) {
+ seen_walk.push(n);
+ }
+ seen_walk.sort();
+ assert_eq!(&seen_walk, &in_edges);
+
+ seen_walk.clear();
+ let mut walk = gr.neighbors_undirected(a).detach();
+ while let Some(n) = walk.next_node(&gr) {
+ seen_walk.push(n);
+ }
+ seen_walk.sort();
+ assert_eq!(&seen_walk, &undir_edges);
+
+ // Undirected graph
+ let mut gr: Graph<_, (), _> = Graph::new_undirected();
+ let a = gr.add_node("a");
+ let b = gr.add_node("b");
+ let c = gr.add_node("c");
+ gr.extend_with_edges(&[(a, a), (a, b), (c, a)]);
+
+ let out_edges = [a, b, c];
+ let in_edges = [a, b, c];
+ let undir_edges = [a, b, c];
+ let mut seen_out = gr.neighbors(a).collect::<Vec<_>>();
+ seen_out.sort();
+ assert_eq!(&seen_out, &out_edges);
+
+ let mut seen_out = gr.edges(a).map(|e| e.target()).collect::<Vec<_>>();
+ seen_out.sort();
+ assert_eq!(&seen_out, &out_edges);
+
+ let mut seen_in = gr.neighbors_directed(a, Incoming).collect::<Vec<_>>();
+ seen_in.sort();
+ assert_eq!(&seen_in, &in_edges);
+
+ let mut seen_undir = gr.neighbors_undirected(a).collect::<Vec<_>>();
+ seen_undir.sort();
+ assert_eq!(&seen_undir, &undir_edges);
+}
+
+fn degree<'a, G>(g: G, node: G::NodeId) -> usize
+where
+ G: IntoNeighbors,
+ G::NodeId: PartialEq,
+{
+ // self loops count twice
+ let original_node = node.clone();
+ let mut degree = 0;
+ for v in g.neighbors(node) {
+ degree += if v == original_node { 2 } else { 1 };
+ }
+ degree
+}
+
+#[cfg(feature = "graphmap")]
+#[test]
+fn degree_sequence() {
+ let mut gr = Graph::<usize, (), Undirected>::from_edges(&[
+ (0, 1),
+ (1, 2),
+ (1, 3),
+ (2, 4),
+ (3, 4),
+ (4, 4),
+ (4, 5),
+ (3, 5),
+ ]);
+ gr.add_node(0); // add isolated node
+ let mut degree_sequence = gr
+ .node_indices()
+ .map(|i| degree(&gr, i))
+ .collect::<Vec<_>>();
+
+ degree_sequence.sort_by(|x, y| Ord::cmp(y, x));
+ assert_eq!(&degree_sequence, &[5, 3, 3, 2, 2, 1, 0]);
+
+ let mut gr = GraphMap::<_, (), Undirected>::from_edges(&[
+ (0, 1),
+ (1, 2),
+ (1, 3),
+ (2, 4),
+ (3, 4),
+ (4, 4),
+ (4, 5),
+ (3, 5),
+ ]);
+ gr.add_node(6); // add isolated node
+ let mut degree_sequence = gr.nodes().map(|i| degree(&gr, i)).collect::<Vec<_>>();
+
+ degree_sequence.sort_by(|x, y| Ord::cmp(y, x));
+ assert_eq!(&degree_sequence, &[5, 3, 3, 2, 2, 1, 0]);
+}
+
+#[test]
+fn neighbor_order() {
+ let mut gr = Graph::new();
+ let a = gr.add_node("a");
+ let b = gr.add_node("b");
+ let c = gr.add_node("c");
+ gr.add_edge(a, b, 0);
+ gr.add_edge(a, a, 1);
+
+ gr.add_edge(c, a, 2);
+
+ gr.add_edge(a, c, 3);
+
+ gr.add_edge(c, a, 4);
+ gr.add_edge(b, a, 5);
+
+ // neighbors (edges) are in lifo order, if it's a directed graph
+ assert_eq!(gr.neighbors(a).collect::<Vec<_>>(), vec![c, a, b]);
+ assert_eq!(
+ gr.neighbors_directed(a, Incoming).collect::<Vec<_>>(),
+ vec![b, c, c, a]
+ );
+}
+
+#[test]
+fn dot() {
+ // test alternate formatting
+ #[derive(Debug)]
+ struct Record {
+ a: i32,
+ b: &'static str,
+ };
+ let mut gr = Graph::new();
+ let a = gr.add_node(Record { a: 1, b: r"abc\" });
+ gr.add_edge(a, a, (1, 2));
+ let dot_output = format!("{:?}", Dot::new(&gr));
+ assert_eq!(
+ dot_output,
+ // The single \ turns into four \\\\ because of Debug which turns it to \\ and then escaping each \ to \\.
+ r#"digraph {
+ 0 [ label = "Record { a: 1, b: \"abc\\\\\" }" ]
+ 0 -> 0 [ label = "(1, 2)" ]
+}
+"#
+ );
+}
+
+#[test]
+fn filtered() {
+ let mut g = Graph::new();
+ let a = g.add_node("A");
+ let b = g.add_node("B");
+ let c = g.add_node("C");
+ let d = g.add_node("D");
+ let e = g.add_node("E");
+ let f = g.add_node("F");
+ g.add_edge(a, b, 7);
+ g.add_edge(c, a, 9);
+ g.add_edge(a, d, 14);
+ g.add_edge(b, c, 10);
+ g.add_edge(d, c, 2);
+ g.add_edge(d, e, 9);
+ g.add_edge(b, f, 15);
+ g.add_edge(c, f, 11);
+ g.add_edge(e, f, 6);
+ println!("{:?}", g);
+
+ let filt = NodeFiltered(&g, |n: NodeIndex| n != c && n != e);
+
+ let mut dfs = DfsPostOrder::new(&filt, a);
+ let mut po = Vec::new();
+ while let Some(nx) = dfs.next(&filt) {
+ println!("Next: {:?}", nx);
+ po.push(nx);
+ }
+ assert_eq!(set(po), set(g.node_identifiers().filter(|n| (filt.1)(*n))));
+}
+
+#[test]
+fn filtered_edge_reverse() {
+ use petgraph::visit::EdgeFiltered;
+ #[derive(Eq, PartialEq)]
+ enum E {
+ A,
+ B,
+ }
+
+ // Start with single node graph with loop
+ let mut g = Graph::new();
+ let a = g.add_node("A");
+ g.add_edge(a, a, E::A);
+ let ef_a = EdgeFiltered::from_fn(&g, |edge| *edge.weight() == E::A);
+ let mut po = Vec::new();
+ let mut dfs = Dfs::new(&ef_a, a);
+ while let Some(next_n_ix) = dfs.next(&ef_a) {
+ po.push(next_n_ix);
+ }
+ assert_eq!(set(po), set(vec![a]));
+
+ // Check in reverse
+ let mut po = Vec::new();
+ let mut dfs = Dfs::new(&Reversed(&ef_a), a);
+ while let Some(next_n_ix) = dfs.next(&Reversed(&ef_a)) {
+ po.push(next_n_ix);
+ }
+ assert_eq!(set(po), set(vec![a]));
+
+ let mut g = Graph::new();
+ let a = g.add_node("A");
+ let b = g.add_node("B");
+ let c = g.add_node("C");
+ let d = g.add_node("D");
+ let e = g.add_node("E");
+ let f = g.add_node("F");
+ let h = g.add_node("H");
+ let i = g.add_node("I");
+ let j = g.add_node("J");
+
+ g.add_edge(a, b, E::A);
+ g.add_edge(b, c, E::A);
+ g.add_edge(c, d, E::B);
+ g.add_edge(d, e, E::A);
+ g.add_edge(e, f, E::A);
+ g.add_edge(e, h, E::A);
+ g.add_edge(e, i, E::A);
+ g.add_edge(i, j, E::A);
+
+ let ef_a = EdgeFiltered::from_fn(&g, |edge| *edge.weight() == E::A);
+ let ef_b = EdgeFiltered::from_fn(&g, |edge| *edge.weight() == E::B);
+
+ // DFS down from a, filtered by E::A.
+ let mut po = Vec::new();
+ let mut dfs = Dfs::new(&ef_a, a);
+ while let Some(next_n_ix) = dfs.next(&ef_a) {
+ po.push(next_n_ix);
+ }
+ assert_eq!(set(po), set(vec![a, b, c]));
+
+ // Reversed DFS from f, filtered by E::A.
+ let mut dfs = Dfs::new(&Reversed(&ef_a), f);
+ let mut po = Vec::new();
+ while let Some(next_n_ix) = dfs.next(&Reversed(&ef_a)) {
+ po.push(next_n_ix);
+ }
+ assert_eq!(set(po), set(vec![d, e, f]));
+
+ // Reversed DFS from j, filtered by E::A.
+ let mut dfs = Dfs::new(&Reversed(&ef_a), j);
+ let mut po = Vec::new();
+ while let Some(next_n_ix) = dfs.next(&Reversed(&ef_a)) {
+ po.push(next_n_ix);
+ }
+ assert_eq!(set(po), set(vec![d, e, i, j]));
+
+ // Reversed DFS from c, filtered by E::A.
+ let mut dfs = Dfs::new(&Reversed(&ef_a), c);
+ let mut po = Vec::new();
+ while let Some(next_n_ix) = dfs.next(&Reversed(&ef_a)) {
+ po.push(next_n_ix);
+ }
+ assert_eq!(set(po), set(vec![a, b, c]));
+
+ // Reversed DFS from c, filtered by E::B.
+ let mut dfs = Dfs::new(&Reversed(&ef_b), c);
+ let mut po = Vec::new();
+ while let Some(next_n_ix) = dfs.next(&Reversed(&ef_b)) {
+ po.push(next_n_ix);
+ }
+ assert_eq!(set(po), set(vec![c]));
+
+ // Reversed DFS from d, filtered by E::B.
+ let mut dfs = Dfs::new(&Reversed(&ef_b), d);
+ let mut po = Vec::new();
+ while let Some(next_n_ix) = dfs.next(&Reversed(&ef_b)) {
+ po.push(next_n_ix);
+ }
+ assert_eq!(set(po), set(vec![c, d]));
+
+ // Now let's test the same graph but undirected
+
+ let mut g = Graph::new_undirected();
+ let a = g.add_node("A");
+ let b = g.add_node("B");
+ let c = g.add_node("C");
+ let d = g.add_node("D");
+ let e = g.add_node("E");
+ let f = g.add_node("F");
+ let h = g.add_node("H");
+ let i = g.add_node("I");
+ let j = g.add_node("J");
+
+ g.add_edge(a, b, E::A);
+ g.add_edge(b, c, E::A);
+ g.add_edge(c, d, E::B);
+ g.add_edge(d, e, E::A);
+ g.add_edge(e, f, E::A);
+ g.add_edge(e, h, E::A);
+ g.add_edge(e, i, E::A);
+ g.add_edge(i, j, E::A);
+
+ let ef_a = EdgeFiltered::from_fn(&g, |edge| *edge.weight() == E::A);
+ let ef_b = EdgeFiltered::from_fn(&g, |edge| *edge.weight() == E::B);
+ let mut po = Vec::new();
+ let mut dfs = Dfs::new(&Reversed(&ef_b), d);
+ while let Some(next_n_ix) = dfs.next(&Reversed(&ef_b)) {
+ po.push(next_n_ix);
+ }
+ assert_eq!(set(po), set(vec![c, d]));
+
+ let mut po = Vec::new();
+ let mut dfs = Dfs::new(&Reversed(&ef_a), h);
+ while let Some(next_n_ix) = dfs.next(&Reversed(&ef_a)) {
+ po.push(next_n_ix);
+ }
+ assert_eq!(set(po), set(vec![d, e, f, h, i, j]));
+}
+
+#[test]
+fn dfs_visit() {
+ use petgraph::visit::Control;
+ use petgraph::visit::DfsEvent::*;
+ use petgraph::visit::{depth_first_search, Time};
+ use petgraph::visit::{VisitMap, Visitable};
+ let gr: Graph<(), ()> = Graph::from_edges(&[
+ (0, 5),
+ (0, 2),
+ (0, 3),
+ (0, 1),
+ (1, 3),
+ (2, 3),
+ (2, 4),
+ (4, 0),
+ (4, 5),
+ ]);
+
+ let invalid_time = Time(!0);
+ let mut discover_time = vec![invalid_time; gr.node_count()];
+ let mut finish_time = vec![invalid_time; gr.node_count()];
+ let mut has_tree_edge = gr.visit_map();
+ let mut edges = HashSet::new();
+ depth_first_search(&gr, Some(n(0)), |evt| {
+ println!("Event: {:?}", evt);
+ match evt {
+ Discover(n, t) => discover_time[n.index()] = t,
+ Finish(n, t) => finish_time[n.index()] = t,
+ TreeEdge(u, v) => {
+ // v is an ancestor of u
+ assert!(has_tree_edge.visit(v), "Two tree edges to {:?}!", v);
+ assert!(discover_time[v.index()] == invalid_time);
+ assert!(discover_time[u.index()] != invalid_time);
+ assert!(finish_time[u.index()] == invalid_time);
+ edges.insert((u, v));
+ }
+ BackEdge(u, v) => {
+ // u is an ancestor of v
+ assert!(discover_time[v.index()] != invalid_time);
+ assert!(finish_time[v.index()] == invalid_time);
+ edges.insert((u, v));
+ }
+ CrossForwardEdge(u, v) => {
+ edges.insert((u, v));
+ }
+ }
+ });
+ assert!(discover_time.iter().all(|x| *x != invalid_time));
+ assert!(finish_time.iter().all(|x| *x != invalid_time));
+ assert_eq!(edges.len(), gr.edge_count());
+ assert_eq!(
+ edges,
+ set(gr.edge_references().map(|e| (e.source(), e.target())))
+ );
+ println!("{:?}", discover_time);
+ println!("{:?}", finish_time);
+
+ // find path from 0 to 4
+ let mut predecessor = vec![NodeIndex::end(); gr.node_count()];
+ let start = n(0);
+ let goal = n(4);
+ let ret = depth_first_search(&gr, Some(start), |event| {
+ if let TreeEdge(u, v) = event {
+ predecessor[v.index()] = u;
+ if v == goal {
+ return Control::Break(u);
+ }
+ }
+ Control::Continue
+ });
+ // assert we did terminate early
+ assert!(ret.break_value().is_some());
+ assert!(predecessor.iter().any(|x| *x == NodeIndex::end()));
+
+ let mut next = goal;
+ let mut path = vec![next];
+ while next != start {
+ let pred = predecessor[next.index()];
+ path.push(pred);
+ next = pred;
+ }
+ path.reverse();
+ assert_eq!(&path, &[n(0), n(2), n(4)]);
+
+ // check that if we prune 2, we never see 4.
+ let start = n(0);
+ let prune = n(2);
+ let nongoal = n(4);
+ let ret = depth_first_search(&gr, Some(start), |event| {
+ if let Discover(n, _) = event {
+ if n == prune {
+ return Control::Prune;
+ }
+ } else if let TreeEdge(u, v) = event {
+ if v == nongoal {
+ return Control::Break(u);
+ }
+ }
+ Control::Continue
+ });
+ assert!(ret.break_value().is_none());
+}
+
+#[test]
+fn filtered_post_order() {
+ use petgraph::visit::NodeFiltered;
+
+ let mut gr: Graph<(), ()> =
+ Graph::from_edges(&[(0, 2), (1, 2), (0, 3), (1, 4), (2, 4), (4, 5), (3, 5)]);
+ // map reachable nodes
+ let mut dfs = Dfs::new(&gr, n(0));
+ while let Some(_) = dfs.next(&gr) {}
+
+ let map = dfs.discovered;
+ gr.add_edge(n(0), n(1), ());
+ let mut po = Vec::new();
+ let mut dfs = DfsPostOrder::new(&gr, n(0));
+ let f = NodeFiltered(&gr, map);
+ while let Some(n) = dfs.next(&f) {
+ po.push(n);
+ }
+ assert!(!po.contains(&n(1)));
+}
+
+#[test]
+fn filter_elements() {
+ use petgraph::data::Element::{Edge, Node};
+ use petgraph::data::ElementIterator;
+ use petgraph::data::FromElements;
+ let elements = vec![
+ Node { weight: "A" },
+ Node { weight: "B" },
+ Node { weight: "C" },
+ Node { weight: "D" },
+ Node { weight: "E" },
+ Node { weight: "F" },
+ Edge {
+ source: 0,
+ target: 1,
+ weight: 7,
+ },
+ Edge {
+ source: 2,
+ target: 0,
+ weight: 9,
+ },
+ Edge {
+ source: 0,
+ target: 3,
+ weight: 14,
+ },
+ Edge {
+ source: 1,
+ target: 2,
+ weight: 10,
+ },
+ Edge {
+ source: 3,
+ target: 2,
+ weight: 2,
+ },
+ Edge {
+ source: 3,
+ target: 4,
+ weight: 9,
+ },
+ Edge {
+ source: 1,
+ target: 5,
+ weight: 15,
+ },
+ Edge {
+ source: 2,
+ target: 5,
+ weight: 11,
+ },
+ Edge {
+ source: 4,
+ target: 5,
+ weight: 6,
+ },
+ ];
+ let mut g = DiGraph::<_, _>::from_elements(elements.iter().cloned());
+ println!("{:#?}", g);
+ assert!(g.contains_edge(n(1), n(5)));
+ let g2 =
+ DiGraph::<_, _>::from_elements(elements.iter().cloned().filter_elements(|elt| match elt {
+ Node { ref weight } if **weight == "B" => false,
+ _ => true,
+ }));
+ println!("{:#?}", g2);
+ g.remove_node(n(1));
+ assert!(is_isomorphic_matching(
+ &g,
+ &g2,
+ PartialEq::eq,
+ PartialEq::eq
+ ));
+}
+
+#[test]
+fn test_edge_filtered() {
+ use petgraph::algo::connected_components;
+ use petgraph::visit::EdgeFiltered;
+ use petgraph::visit::IntoEdgeReferences;
+
+ let gr = UnGraph::<(), _>::from_edges(&[
+ // cycle
+ (0, 1, 7),
+ (1, 2, 9),
+ (2, 1, 14),
+ // cycle
+ (3, 4, 10),
+ (4, 5, 2),
+ (5, 3, 9),
+ // cross edges
+ (0, 3, -1),
+ (1, 4, -2),
+ (2, 5, -3),
+ ]);
+ assert_eq!(connected_components(&gr), 1);
+ let positive_edges = EdgeFiltered::from_fn(&gr, |edge| *edge.weight() >= 0);
+ assert_eq!(positive_edges.edge_references().count(), 6);
+ assert!(positive_edges
+ .edge_references()
+ .all(|edge| *edge.weight() >= 0));
+ assert_eq!(connected_components(&positive_edges), 2);
+
+ let mut dfs = DfsPostOrder::new(&positive_edges, n(0));
+ while let Some(_) = dfs.next(&positive_edges) {}
+
+ let n = n::<u32>;
+ for node in &[n(0), n(1), n(2)] {
+ assert!(dfs.discovered.is_visited(node));
+ }
+ for node in &[n(3), n(4), n(5)] {
+ assert!(!dfs.discovered.is_visited(node));
+ }
+}
+
+#[test]
+fn test_dominators_simple_fast() {
+ // Construct the following graph:
+ //
+ // .-----.
+ // | <--------------------------------.
+ // .--------+--------------| r |--------------. |
+ // | | | | | |
+ // | | '-----' | |
+ // | .--V--. .--V--. |
+ // | | | | | |
+ // | | b | | c |--------. |
+ // | | | | | | |
+ // | '-----' '-----' | |
+ // .--V--. | | .--V--. |
+ // | | | | | | |
+ // | a <-----+ | .----| g | |
+ // | | | .----' | | | |
+ // '-----' | | | '-----' |
+ // | | | | | |
+ // .--V--. | .-----. .--V--. | | |
+ // | | | | | | | | | |
+ // | d <-----+----> e <----. | f | | | |
+ // | | | | | | | | | |
+ // '-----' '-----' | '-----' | | |
+ // | .-----. | | | | .--V--. |
+ // | | | | | | .-' | | |
+ // '-----> l | | | | | | j | |
+ // | | '--. | | | | | |
+ // '-----' | | | | '-----' |
+ // | .--V--. | | .--V--. | |
+ // | | | | | | | | |
+ // '-------> h |-' '---> i <------' |
+ // | | .---------> | |
+ // '-----' | '-----' |
+ // | .-----. | |
+ // | | | | |
+ // '----------> k <---------' |
+ // | | |
+ // '-----' |
+ // | |
+ // '----------------------------'
+ //
+ // This graph has the following dominator tree:
+ //
+ // r
+ // |-- a
+ // |-- b
+ // |-- c
+ // | |-- f
+ // | `-- g
+ // | `-- j
+ // |-- d
+ // | `-- l
+ // |-- e
+ // |-- i
+ // |-- k
+ // `-- h
+ //
+ // This graph and dominator tree are taken from figures 1 and 2 of "A Fast
+ // Algorithm for Finding Dominators in a Flowgraph" by Lengauer et al:
+ // http://www.cs.princeton.edu/courses/archive/spr03/cs423/download/dominators.pdf.
+
+ let mut graph = DiGraph::<_, _>::new();
+
+ let r = graph.add_node("r");
+ let a = graph.add_node("a");
+ let b = graph.add_node("b");
+ let c = graph.add_node("c");
+ let d = graph.add_node("d");
+ let e = graph.add_node("e");
+ let f = graph.add_node("f");
+ let g = graph.add_node("g");
+ let h = graph.add_node("h");
+ let i = graph.add_node("i");
+ let j = graph.add_node("j");
+ let k = graph.add_node("k");
+ let l = graph.add_node("l");
+
+ graph.add_edge(r, a, ());
+ graph.add_edge(r, b, ());
+ graph.add_edge(r, c, ());
+ graph.add_edge(a, d, ());
+ graph.add_edge(b, a, ());
+ graph.add_edge(b, d, ());
+ graph.add_edge(b, e, ());
+ graph.add_edge(c, f, ());
+ graph.add_edge(c, g, ());
+ graph.add_edge(d, l, ());
+ graph.add_edge(e, h, ());
+ graph.add_edge(f, i, ());
+ graph.add_edge(g, i, ());
+ graph.add_edge(g, j, ());
+ graph.add_edge(h, e, ());
+ graph.add_edge(h, k, ());
+ graph.add_edge(i, k, ());
+ graph.add_edge(j, i, ());
+ graph.add_edge(k, r, ());
+ graph.add_edge(k, i, ());
+ graph.add_edge(l, h, ());
+
+ let doms = dominators::simple_fast(&graph, r);
+
+ assert_eq!(doms.root(), r);
+ assert_eq!(
+ doms.immediate_dominator(r),
+ None,
+ "The root node has no idom"
+ );
+
+ assert_eq!(
+ doms.immediate_dominator(a),
+ Some(r),
+ "r is the immediate dominator of a"
+ );
+ assert_eq!(
+ doms.immediate_dominator(b),
+ Some(r),
+ "r is the immediate dominator of b"
+ );
+ assert_eq!(
+ doms.immediate_dominator(c),
+ Some(r),
+ "r is the immediate dominator of c"
+ );
+ assert_eq!(
+ doms.immediate_dominator(f),
+ Some(c),
+ "c is the immediate dominator of f"
+ );
+ assert_eq!(
+ doms.immediate_dominator(g),
+ Some(c),
+ "c is the immediate dominator of g"
+ );
+ assert_eq!(
+ doms.immediate_dominator(j),
+ Some(g),
+ "g is the immediate dominator of j"
+ );
+ assert_eq!(
+ doms.immediate_dominator(d),
+ Some(r),
+ "r is the immediate dominator of d"
+ );
+ assert_eq!(
+ doms.immediate_dominator(l),
+ Some(d),
+ "d is the immediate dominator of l"
+ );
+ assert_eq!(
+ doms.immediate_dominator(e),
+ Some(r),
+ "r is the immediate dominator of e"
+ );
+ assert_eq!(
+ doms.immediate_dominator(i),
+ Some(r),
+ "r is the immediate dominator of i"
+ );
+ assert_eq!(
+ doms.immediate_dominator(k),
+ Some(r),
+ "r is the immediate dominator of k"
+ );
+ assert_eq!(
+ doms.immediate_dominator(h),
+ Some(r),
+ "r is the immediate dominator of h"
+ );
+
+ let mut graph = graph.clone();
+ let z = graph.add_node("z");
+ let doms = dominators::simple_fast(&graph, r);
+ assert_eq!(
+ doms.immediate_dominator(z),
+ None,
+ "nodes that aren't reachable from the root do not have an idom"
+ );
+}
diff --git a/third_party/rust/petgraph/tests/graphmap.rs b/third_party/rust/petgraph/tests/graphmap.rs
new file mode 100644
index 0000000000..6891cf78e7
--- /dev/null
+++ b/third_party/rust/petgraph/tests/graphmap.rs
@@ -0,0 +1,337 @@
+#![cfg(feature = "graphmap")]
+extern crate petgraph;
+
+use std::collections::HashSet;
+use std::fmt;
+
+use petgraph::prelude::*;
+use petgraph::visit::Walker;
+
+use petgraph::algo::dijkstra;
+
+use petgraph::dot::{Config, Dot};
+
+#[test]
+fn simple() {
+ //let root = TypedArena::<Node<_>>::new();
+ let mut gr = UnGraphMap::new();
+ //let node = |&: name: &'static str| Ptr(root.alloc(Node(name.to_string())));
+ let a = gr.add_node("A");
+ let b = gr.add_node("B");
+ let c = gr.add_node("C");
+ let d = gr.add_node("D");
+ let e = gr.add_node("E");
+ let f = gr.add_node("F");
+ gr.add_edge(a, b, 7);
+ gr.add_edge(a, c, 9);
+ gr.add_edge(a, d, 14);
+ gr.add_edge(b, c, 10);
+ gr.add_edge(c, d, 2);
+ gr.add_edge(d, e, 9);
+ gr.add_edge(b, f, 15);
+ gr.add_edge(c, f, 11);
+
+ assert!(gr.add_edge(e, f, 5).is_none());
+
+ // duplicate edges
+ assert_eq!(gr.add_edge(f, b, 16), Some(15));
+ assert_eq!(gr.add_edge(f, e, 6), Some(5));
+ println!("{:?}", gr);
+ println!("{}", Dot::with_config(&gr, &[]));
+
+ assert_eq!(gr.node_count(), 6);
+ assert_eq!(gr.edge_count(), 9);
+
+ // check updated edge weight
+ assert_eq!(gr.edge_weight(e, f), Some(&6));
+ let scores = dijkstra(&gr, a, None, |e| *e.weight());
+ let mut scores: Vec<_> = scores.into_iter().collect();
+ scores.sort();
+ assert_eq!(
+ scores,
+ vec![
+ ("A", 0),
+ ("B", 7),
+ ("C", 9),
+ ("D", 11),
+ ("E", 20),
+ ("F", 20)
+ ]
+ );
+}
+
+#[test]
+fn remov() {
+ let mut g = UnGraphMap::new();
+ g.add_node(1);
+ g.add_node(2);
+ g.add_edge(1, 2, -1);
+
+ assert_eq!(g.edge_weight(1, 2), Some(&-1));
+ assert_eq!(g.edge_weight(2, 1), Some(&-1));
+ assert_eq!(g.neighbors(1).count(), 1);
+
+ let noexist = g.remove_edge(2, 3);
+ assert_eq!(noexist, None);
+
+ let exist = g.remove_edge(2, 1);
+ assert_eq!(exist, Some(-1));
+ assert_eq!(g.edge_count(), 0);
+ assert_eq!(g.edge_weight(1, 2), None);
+ assert_eq!(g.edge_weight(2, 1), None);
+ assert_eq!(g.neighbors(1).count(), 0);
+}
+
+#[test]
+fn remove_directed() {
+ let mut g = GraphMap::<_, _, Directed>::with_capacity(0, 0);
+ g.add_edge(1, 2, -1);
+ println!("{:?}", g);
+
+ assert_eq!(g.edge_weight(1, 2), Some(&-1));
+ assert_eq!(g.edge_weight(2, 1), None);
+ assert_eq!(g.neighbors(1).count(), 1);
+
+ let noexist = g.remove_edge(2, 3);
+ assert_eq!(noexist, None);
+
+ let exist = g.remove_edge(2, 1);
+ assert_eq!(exist, None);
+ let exist = g.remove_edge(1, 2);
+ assert_eq!(exist, Some(-1));
+ println!("{:?}", g);
+ assert_eq!(g.edge_count(), 0);
+ assert_eq!(g.edge_weight(1, 2), None);
+ assert_eq!(g.edge_weight(2, 1), None);
+ assert_eq!(g.neighbors(1).count(), 0);
+}
+
+#[test]
+fn dfs() {
+ let mut gr = UnGraphMap::default();
+ let h = gr.add_node("H");
+ let i = gr.add_node("I");
+ let j = gr.add_node("J");
+ let k = gr.add_node("K");
+ // Z is disconnected.
+ let z = gr.add_node("Z");
+ gr.add_edge(h, i, 1.);
+ gr.add_edge(h, j, 3.);
+ gr.add_edge(i, j, 1.);
+ gr.add_edge(i, k, 2.);
+
+ println!("{:?}", gr);
+
+ {
+ let mut cnt = 0;
+ let mut dfs = Dfs::new(&gr, h);
+ while let Some(_) = dfs.next(&gr) {
+ cnt += 1;
+ }
+ assert_eq!(cnt, 4);
+ }
+ {
+ let mut cnt = 0;
+ let mut dfs = Dfs::new(&gr, z);
+ while let Some(_) = dfs.next(&gr) {
+ cnt += 1;
+ }
+ assert_eq!(cnt, 1);
+ }
+
+ assert_eq!(Dfs::new(&gr, h).iter(&gr).count(), 4);
+ assert_eq!(Dfs::new(&gr, i).iter(&gr).count(), 4);
+ assert_eq!(Dfs::new(&gr, z).iter(&gr).count(), 1);
+}
+
+#[test]
+fn edge_iterator() {
+ let mut gr = UnGraphMap::new();
+ let h = gr.add_node("H");
+ let i = gr.add_node("I");
+ let j = gr.add_node("J");
+ let k = gr.add_node("K");
+ gr.add_edge(h, i, 1);
+ gr.add_edge(h, j, 2);
+ gr.add_edge(i, j, 3);
+ gr.add_edge(i, k, 4);
+
+ let real_edges: HashSet<_> = gr.all_edges().map(|(a, b, &w)| (a, b, w)).collect();
+ let expected_edges: HashSet<_> =
+ vec![("H", "I", 1), ("H", "J", 2), ("I", "J", 3), ("I", "K", 4)]
+ .into_iter()
+ .collect();
+
+ assert_eq!(real_edges, expected_edges);
+}
+
+#[test]
+fn from_edges() {
+ let gr =
+ GraphMap::<_, _, Undirected>::from_edges(&[("a", "b", 1), ("a", "c", 2), ("c", "d", 3)]);
+ assert_eq!(gr.node_count(), 4);
+ assert_eq!(gr.edge_count(), 3);
+ assert_eq!(gr[("a", "c")], 2);
+
+ let gr = GraphMap::<_, (), Undirected>::from_edges(&[
+ (0, 1),
+ (0, 2),
+ (0, 3),
+ (1, 2),
+ (1, 3),
+ (2, 3),
+ ]);
+ assert_eq!(gr.node_count(), 4);
+ assert_eq!(gr.edge_count(), 6);
+ assert_eq!(gr.neighbors(0).count(), 3);
+ assert_eq!(gr.neighbors(1).count(), 3);
+ assert_eq!(gr.neighbors(2).count(), 3);
+ assert_eq!(gr.neighbors(3).count(), 3);
+
+ println!("{:?}", Dot::with_config(&gr, &[Config::EdgeNoLabel]));
+}
+
+#[test]
+fn graphmap_directed() {
+ //let root = TypedArena::<Node<_>>::new();
+ let mut gr = DiGraphMap::<_, ()>::with_capacity(0, 0);
+ //let node = |&: name: &'static str| Ptr(root.alloc(Node(name.to_string())));
+ let a = gr.add_node("A");
+ let b = gr.add_node("B");
+ let c = gr.add_node("C");
+ let d = gr.add_node("D");
+ let e = gr.add_node("E");
+ let edges = [(a, b), (a, c), (a, d), (b, c), (c, d), (d, e), (b, b)];
+ gr.extend(&edges);
+
+ // Add reverse edges -- ok!
+ assert!(gr.add_edge(e, d, ()).is_none());
+ // duplicate edge - no
+ assert!(!gr.add_edge(a, b, ()).is_none());
+
+ // duplicate self loop - no
+ assert!(!gr.add_edge(b, b, ()).is_none());
+ println!("{:#?}", gr);
+}
+
+fn assert_sccs_eq<N>(mut res: Vec<Vec<N>>, mut answer: Vec<Vec<N>>)
+where
+ N: Ord + fmt::Debug,
+{
+ // normalize the result and compare with the answer.
+ for scc in &mut res {
+ scc.sort();
+ }
+ res.sort();
+ for scc in &mut answer {
+ scc.sort();
+ }
+ answer.sort();
+ assert_eq!(res, answer);
+}
+
+#[test]
+fn scc() {
+ let gr: GraphMap<_, u32, Directed> = GraphMap::from_edges(&[
+ (6, 0, 0),
+ (0, 3, 1),
+ (3, 6, 2),
+ (8, 6, 3),
+ (8, 2, 4),
+ (2, 5, 5),
+ (5, 8, 6),
+ (7, 5, 7),
+ (1, 7, 8),
+ (7, 4, 9),
+ (4, 1, 10),
+ ]);
+
+ assert_sccs_eq(
+ petgraph::algo::kosaraju_scc(&gr),
+ vec![vec![0, 3, 6], vec![1, 4, 7], vec![2, 5, 8]],
+ );
+}
+
+#[test]
+fn test_into_graph() {
+ let gr: GraphMap<_, u32, Directed> = GraphMap::from_edges(&[
+ (6, 0, 0),
+ (0, 3, 1),
+ (3, 6, 2),
+ (8, 6, 3),
+ (8, 2, 4),
+ (2, 5, 5),
+ (5, 8, 6),
+ (7, 5, 7),
+ (1, 7, 8),
+ (7, 4, 9),
+ (4, 1, 10),
+ ]);
+
+ let graph: Graph<_, _, _> = gr.clone().into_graph();
+ println!("{}", Dot::new(&gr));
+ println!("{}", Dot::new(&graph));
+
+ // node weigths in `graph` are node identifiers in `gr`.
+ for edge in graph.edge_references() {
+ let a = edge.source();
+ let b = edge.target();
+ let aw = graph[a];
+ let bw = graph[b];
+ assert_eq!(&gr[(aw, bw)], edge.weight());
+ }
+}
+
+#[test]
+fn test_all_edges_mut() {
+ // graph with edge weights equal to in+out
+ let mut graph: GraphMap<_, u32, Directed> =
+ GraphMap::from_edges(&[(0, 1, 1), (1, 2, 3), (2, 0, 2)]);
+
+ // change it so edge weight is equal to 2 * (in+out)
+ for (start, end, weight) in graph.all_edges_mut() {
+ *weight = (start + end) * 2;
+ }
+
+ // test it
+ for (start, end, weight) in graph.all_edges() {
+ assert_eq!((start + end) * 2, *weight);
+ }
+}
+
+#[test]
+fn neighbors_incoming_includes_self_loops() {
+ let mut graph = DiGraphMap::new();
+
+ graph.add_node(());
+ graph.add_edge((), (), ());
+
+ let mut neighbors = graph.neighbors_directed((), Incoming);
+ assert_eq!(neighbors.next(), Some(()));
+ assert_eq!(neighbors.next(), None);
+}
+
+#[test]
+fn undirected_neighbors_includes_self_loops() {
+ let mut graph = UnGraphMap::new();
+
+ graph.add_node(());
+ graph.add_edge((), (), ());
+
+ let mut neighbors = graph.neighbors(());
+ assert_eq!(neighbors.next(), Some(()));
+ assert_eq!(neighbors.next(), None);
+}
+
+#[test]
+fn self_loops_can_be_removed() {
+ let mut graph = DiGraphMap::new();
+
+ graph.add_node(());
+ graph.add_edge((), (), ());
+
+ graph.remove_edge((), ());
+
+ assert_eq!(graph.neighbors_directed((), Outgoing).next(), None);
+ assert_eq!(graph.neighbors_directed((), Incoming).next(), None);
+}
diff --git a/third_party/rust/petgraph/tests/iso.rs b/third_party/rust/petgraph/tests/iso.rs
new file mode 100644
index 0000000000..2ddeb526a9
--- /dev/null
+++ b/third_party/rust/petgraph/tests/iso.rs
@@ -0,0 +1,553 @@
+extern crate petgraph;
+
+use std::fs::File;
+use std::io::prelude::*;
+
+use petgraph::graph::{edge_index, node_index};
+use petgraph::prelude::*;
+use petgraph::EdgeType;
+
+use petgraph::algo::{is_isomorphic, is_isomorphic_matching};
+
+/// Petersen A and B are isomorphic
+///
+/// http://www.dharwadker.org/tevet/isomorphism/
+const PETERSEN_A: &str = "
+ 0 1 0 0 1 0 1 0 0 0
+ 1 0 1 0 0 0 0 1 0 0
+ 0 1 0 1 0 0 0 0 1 0
+ 0 0 1 0 1 0 0 0 0 1
+ 1 0 0 1 0 1 0 0 0 0
+ 0 0 0 0 1 0 0 1 1 0
+ 1 0 0 0 0 0 0 0 1 1
+ 0 1 0 0 0 1 0 0 0 1
+ 0 0 1 0 0 1 1 0 0 0
+ 0 0 0 1 0 0 1 1 0 0
+";
+
+const PETERSEN_B: &str = "
+ 0 0 0 1 0 1 0 0 0 1
+ 0 0 0 1 1 0 1 0 0 0
+ 0 0 0 0 0 0 1 1 0 1
+ 1 1 0 0 0 0 0 1 0 0
+ 0 1 0 0 0 0 0 0 1 1
+ 1 0 0 0 0 0 1 0 1 0
+ 0 1 1 0 0 1 0 0 0 0
+ 0 0 1 1 0 0 0 0 1 0
+ 0 0 0 0 1 1 0 1 0 0
+ 1 0 1 0 1 0 0 0 0 0
+";
+
+/// An almost full set, isomorphic
+const FULL_A: &str = "
+ 1 1 1 1 1 1 1 1 1 1
+ 1 1 1 1 1 1 1 1 1 1
+ 1 1 1 1 1 1 1 1 1 1
+ 1 1 1 1 1 1 1 1 1 1
+ 1 1 1 1 1 1 1 1 1 1
+ 1 1 1 1 1 1 1 1 1 1
+ 1 1 1 1 1 1 1 1 1 1
+ 1 1 1 1 1 1 1 1 1 1
+ 1 1 1 1 0 1 1 1 0 1
+ 1 1 1 1 1 1 1 1 1 1
+";
+
+const FULL_B: &str = "
+ 1 1 1 1 1 1 1 1 1 1
+ 1 1 1 1 1 1 1 1 1 1
+ 1 1 0 1 1 1 0 1 1 1
+ 1 1 1 1 1 1 1 1 1 1
+ 1 1 1 1 1 1 1 1 1 1
+ 1 1 1 1 1 1 1 1 1 1
+ 1 1 1 1 1 1 1 1 1 1
+ 1 1 1 1 1 1 1 1 1 1
+ 1 1 1 1 1 1 1 1 1 1
+ 1 1 1 1 1 1 1 1 1 1
+";
+
+/// Praust A and B are not isomorphic
+const PRAUST_A: &str = "
+ 0 1 1 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0
+ 1 0 1 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0
+ 1 1 0 1 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0
+ 1 1 1 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0
+ 1 0 0 0 0 1 1 1 0 0 0 0 1 0 0 0 0 0 0 0
+ 0 1 0 0 1 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0
+ 0 0 1 0 1 1 0 1 0 0 0 0 0 0 1 0 0 0 0 0
+ 0 0 0 1 1 1 1 0 0 0 0 0 0 0 0 1 0 0 0 0
+ 1 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 1 0 0 0
+ 0 1 0 0 0 0 0 0 1 0 1 1 0 0 0 0 0 1 0 0
+ 0 0 1 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 1 0
+ 0 0 0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 1
+ 0 0 0 0 1 0 0 0 0 0 0 0 0 1 1 1 0 1 0 0
+ 0 0 0 0 0 1 0 0 0 0 0 0 1 0 1 1 1 0 0 0
+ 0 0 0 0 0 0 1 0 0 0 0 0 1 1 0 1 0 0 0 1
+ 0 0 0 0 0 0 0 1 0 0 0 0 1 1 1 0 0 0 1 0
+ 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 1 1 1
+ 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 0 1 1
+ 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 1 0 1
+ 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 1 0
+";
+
+const PRAUST_B: &str = "
+ 0 1 1 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0
+ 1 0 1 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0
+ 1 1 0 1 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0
+ 1 1 1 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0
+ 1 0 0 0 0 1 1 1 0 0 0 0 1 0 0 0 0 0 0 0
+ 0 1 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1
+ 0 0 1 0 1 1 0 1 0 0 0 0 0 0 1 0 0 0 0 0
+ 0 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 1 0 0
+ 1 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 1 0 0 0
+ 0 1 0 0 0 0 0 0 1 0 1 1 0 1 0 0 0 0 0 0
+ 0 0 1 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 1 0
+ 0 0 0 1 0 0 0 0 1 1 1 0 0 0 0 1 0 0 0 0
+ 0 0 0 0 1 0 0 0 0 0 0 0 0 1 1 0 0 1 0 1
+ 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 1 1 0 1 0
+ 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 1 0 1 0 1
+ 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 0 1 0 1 0
+ 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1 0 1 1 0
+ 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1 0 1 0 0 1
+ 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 0 0 1
+ 0 0 0 0 0 1 0 0 0 0 0 0 1 0 1 0 0 1 1 0
+";
+
+const G1U: &str = "
+0 1 1 0 1
+1 0 1 0 0
+1 1 0 0 0
+0 0 0 0 0
+1 0 0 0 0
+";
+
+const G2U: &str = "
+0 1 0 1 0
+1 0 0 1 1
+0 0 0 0 0
+1 1 0 0 0
+0 1 0 0 0
+";
+
+const G4U: &str = "
+0 1 1 0 1
+1 0 0 1 0
+1 0 0 0 0
+0 1 0 0 0
+1 0 0 0 0
+";
+
+const G1D: &str = "
+0 1 1 0 1
+0 0 1 0 0
+0 0 0 0 0
+0 0 0 0 0
+0 0 0 0 0
+";
+
+const G4D: &str = "
+0 1 1 0 1
+0 0 0 1 0
+0 0 0 0 0
+0 0 0 0 0
+0 0 0 0 0
+";
+
+// G8 1,2 are not iso
+const G8_1: &str = "
+0 1 1 0 0 1 1 1
+1 0 1 0 1 0 1 1
+1 1 0 1 0 0 1 1
+0 0 1 0 1 1 1 1
+0 1 0 1 0 1 1 1
+1 0 0 1 1 0 1 1
+1 1 1 1 1 1 0 1
+1 1 1 1 1 1 1 0
+";
+
+const G8_2: &str = "
+0 1 0 1 0 1 1 1
+1 0 1 0 1 0 1 1
+0 1 0 1 0 1 1 1
+1 0 1 0 1 0 1 1
+0 1 0 1 0 1 1 1
+1 0 1 0 1 0 1 1
+1 1 1 1 1 1 0 1
+1 1 1 1 1 1 1 0
+";
+
+// G3 1,2 are not iso
+const G3_1: &str = "
+0 1 0
+1 0 1
+0 1 0
+";
+const G3_2: &str = "
+0 1 1
+1 0 1
+1 1 0
+";
+
+// Non-isomorphic due to selfloop difference
+const S1: &str = "
+1 1 1
+1 0 1
+1 0 0
+";
+const S2: &str = "
+1 1 1
+0 1 1
+1 0 0
+";
+
+/// Parse a text adjacency matrix format into a directed graph
+fn parse_graph<Ty: EdgeType>(s: &str) -> Graph<(), (), Ty> {
+ let mut gr = Graph::with_capacity(0, 0);
+ let s = s.trim();
+ let lines = s.lines().filter(|l| !l.is_empty());
+ for (row, line) in lines.enumerate() {
+ for (col, word) in line.split(' ').filter(|s| !s.is_empty()).enumerate() {
+ let has_edge = word.parse::<i32>().unwrap();
+ assert!(has_edge == 0 || has_edge == 1);
+ if has_edge == 0 {
+ continue;
+ }
+ while col >= gr.node_count() || row >= gr.node_count() {
+ gr.add_node(());
+ }
+ gr.update_edge(node_index(row), node_index(col), ());
+ }
+ }
+ gr
+}
+
+fn str_to_graph(s: &str) -> Graph<(), (), Undirected> {
+ parse_graph(s)
+}
+
+fn str_to_digraph(s: &str) -> Graph<(), (), Directed> {
+ parse_graph(s)
+}
+
+/// Parse a file in adjacency matrix format into a directed graph
+fn graph_from_file(path: &str) -> Graph<(), (), Directed> {
+ let mut f = File::open(path).expect("file not found");
+ let mut contents = String::new();
+ f.read_to_string(&mut contents)
+ .expect("failed to read from file");
+ parse_graph(&contents)
+}
+
+/*
+fn graph_to_ad_matrix<N, E, Ty: EdgeType>(g: &Graph<N,E,Ty>)
+{
+ let n = g.node_count();
+ for i in (0..n) {
+ for j in (0..n) {
+ let ix = NodeIndex::new(i);
+ let jx = NodeIndex::new(j);
+ let out = match g.find_edge(ix, jx) {
+ None => "0",
+ Some(_) => "1",
+ };
+ print!("{} ", out);
+ }
+ println!("");
+ }
+}
+*/
+
+#[test]
+fn petersen_iso() {
+ // The correct isomorphism is
+ // 0 => 0, 1 => 3, 2 => 1, 3 => 4, 5 => 2, 6 => 5, 7 => 7, 8 => 6, 9 => 8, 4 => 9
+ let peta = str_to_digraph(PETERSEN_A);
+ let petb = str_to_digraph(PETERSEN_B);
+ /*
+ println!("{:?}", peta);
+ graph_to_ad_matrix(&peta);
+ println!("");
+ graph_to_ad_matrix(&petb);
+ */
+
+ assert!(petgraph::algo::is_isomorphic(&peta, &petb));
+}
+
+#[test]
+fn petersen_undir_iso() {
+ // The correct isomorphism is
+ // 0 => 0, 1 => 3, 2 => 1, 3 => 4, 5 => 2, 6 => 5, 7 => 7, 8 => 6, 9 => 8, 4 => 9
+ let peta = str_to_digraph(PETERSEN_A);
+ let petb = str_to_digraph(PETERSEN_B);
+
+ assert!(petgraph::algo::is_isomorphic(&peta, &petb));
+}
+
+#[test]
+fn full_iso() {
+ let a = str_to_graph(FULL_A);
+ let b = str_to_graph(FULL_B);
+
+ assert!(petgraph::algo::is_isomorphic(&a, &b));
+}
+
+#[test]
+fn praust_dir_no_iso() {
+ let a = str_to_digraph(PRAUST_A);
+ let b = str_to_digraph(PRAUST_B);
+
+ assert!(!petgraph::algo::is_isomorphic(&a, &b));
+}
+
+#[test]
+fn praust_undir_no_iso() {
+ let a = str_to_graph(PRAUST_A);
+ let b = str_to_graph(PRAUST_B);
+
+ assert!(!petgraph::algo::is_isomorphic(&a, &b));
+}
+
+#[test]
+fn coxeter_di_iso() {
+ // The correct isomorphism is
+ let a = str_to_digraph(COXETER_A);
+ let b = str_to_digraph(COXETER_B);
+ assert!(petgraph::algo::is_isomorphic(&a, &b));
+}
+
+#[test]
+fn coxeter_undi_iso() {
+ // The correct isomorphism is
+ let a = str_to_graph(COXETER_A);
+ let b = str_to_graph(COXETER_B);
+ assert!(petgraph::algo::is_isomorphic(&a, &b));
+}
+
+#[test]
+fn g14_dir_not_iso() {
+ let a = str_to_digraph(G1D);
+ let b = str_to_digraph(G4D);
+ assert!(!petgraph::algo::is_isomorphic(&a, &b));
+}
+
+#[test]
+fn g14_undir_not_iso() {
+ let a = str_to_digraph(G1U);
+ let b = str_to_digraph(G4U);
+ assert!(!petgraph::algo::is_isomorphic(&a, &b));
+}
+
+#[test]
+fn g12_undir_iso() {
+ let a = str_to_digraph(G1U);
+ let b = str_to_digraph(G2U);
+ assert!(petgraph::algo::is_isomorphic(&a, &b));
+}
+
+#[test]
+fn g3_not_iso() {
+ let a = str_to_digraph(G3_1);
+ let b = str_to_digraph(G3_2);
+ assert!(!petgraph::algo::is_isomorphic(&a, &b));
+}
+
+#[test]
+fn g8_not_iso() {
+ let a = str_to_digraph(G8_1);
+ let b = str_to_digraph(G8_2);
+ assert_eq!(a.edge_count(), b.edge_count());
+ assert_eq!(a.node_count(), b.node_count());
+ assert!(!petgraph::algo::is_isomorphic(&a, &b));
+}
+
+#[test]
+fn s12_not_iso() {
+ let a = str_to_digraph(S1);
+ let b = str_to_digraph(S2);
+ assert_eq!(a.edge_count(), b.edge_count());
+ assert_eq!(a.node_count(), b.node_count());
+ assert!(!petgraph::algo::is_isomorphic(&a, &b));
+}
+
+#[test]
+fn iso1() {
+ let mut g0 = Graph::<_, ()>::new();
+ let mut g1 = Graph::<_, ()>::new();
+ assert!(petgraph::algo::is_isomorphic(&g0, &g1));
+
+ // very simple cases
+ let a0 = g0.add_node(0);
+ let a1 = g1.add_node(0);
+ assert!(petgraph::algo::is_isomorphic(&g0, &g1));
+ let b0 = g0.add_node(1);
+ let b1 = g1.add_node(1);
+ assert!(petgraph::algo::is_isomorphic(&g0, &g1));
+ let _ = g0.add_node(2);
+ assert!(!petgraph::algo::is_isomorphic(&g0, &g1));
+ let _ = g1.add_node(2);
+ assert!(petgraph::algo::is_isomorphic(&g0, &g1));
+ g0.add_edge(a0, b0, ());
+ assert!(!petgraph::algo::is_isomorphic(&g0, &g1));
+ g1.add_edge(a1, b1, ());
+ assert!(petgraph::algo::is_isomorphic(&g0, &g1));
+}
+
+#[test]
+fn iso2() {
+ let mut g0 = Graph::<_, ()>::new();
+ let mut g1 = Graph::<_, ()>::new();
+
+ let a0 = g0.add_node(0);
+ let a1 = g1.add_node(0);
+ let b0 = g0.add_node(1);
+ let b1 = g1.add_node(1);
+ let c0 = g0.add_node(2);
+ let c1 = g1.add_node(2);
+ g0.add_edge(a0, b0, ());
+ g1.add_edge(c1, b1, ());
+ assert!(petgraph::algo::is_isomorphic(&g0, &g1));
+ // a -> b
+ // a -> c
+ // vs.
+ // c -> b
+ // c -> a
+ g0.add_edge(a0, c0, ());
+ g1.add_edge(c1, a1, ());
+ assert!(petgraph::algo::is_isomorphic(&g0, &g1));
+
+ // add
+ // b -> c
+ // vs
+ // b -> a
+
+ let _ = g0.add_edge(b0, c0, ());
+ let _ = g1.add_edge(b1, a1, ());
+ assert!(petgraph::algo::is_isomorphic(&g0, &g1));
+ let d0 = g0.add_node(3);
+ let d1 = g1.add_node(3);
+ let e0 = g0.add_node(4);
+ let e1 = g1.add_node(4);
+ assert!(petgraph::algo::is_isomorphic(&g0, &g1));
+ // add
+ // b -> e -> d
+ // vs
+ // b -> d -> e
+ g0.add_edge(b0, e0, ());
+ g0.add_edge(e0, d0, ());
+ g1.add_edge(b1, d1, ());
+ g1.add_edge(d1, e1, ());
+ assert!(petgraph::algo::is_isomorphic(&g0, &g1));
+}
+
+#[test]
+fn iso_matching() {
+ let g0 = Graph::<(), _>::from_edges(&[(0, 0, 1), (0, 1, 2), (0, 2, 3), (1, 2, 4)]);
+
+ let mut g1 = g0.clone();
+ g1[edge_index(0)] = 0;
+ assert!(!is_isomorphic_matching(
+ &g0,
+ &g1,
+ |x, y| x == y,
+ |x, y| x == y
+ ));
+ let mut g2 = g0.clone();
+ g2[edge_index(1)] = 0;
+ assert!(!is_isomorphic_matching(
+ &g0,
+ &g2,
+ |x, y| x == y,
+ |x, y| x == y
+ ));
+}
+
+#[test]
+fn iso_100n_100e() {
+ let g0 = graph_from_file("tests/res/graph_100n_100e.txt");
+ let g1 = graph_from_file("tests/res/graph_100n_100e_iso.txt");
+ assert!(petgraph::algo::is_isomorphic(&g0, &g1));
+}
+
+#[test]
+fn iso_large() {
+ let g0 = graph_from_file("tests/res/graph_1000n_1000e.txt");
+ let g1 = graph_from_file("tests/res/graph_1000n_1000e_iso.txt");
+ assert!(petgraph::algo::is_isomorphic(&g0, &g1));
+}
+
+// isomorphism isn't correct for multigraphs.
+// Keep this testcase to document how
+#[should_panic]
+#[test]
+fn iso_multigraph_failure() {
+ let g0 = Graph::<(), ()>::from_edges(&[(0, 0), (0, 0), (0, 1), (1, 1), (1, 1), (1, 0)]);
+
+ let g1 = Graph::<(), ()>::from_edges(&[(0, 0), (0, 1), (0, 1), (1, 1), (1, 0), (1, 0)]);
+ assert!(!is_isomorphic(&g0, &g1));
+}
+
+/// Isomorphic pair
+const COXETER_A: &str = "
+ 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1
+ 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+ 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0
+ 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+ 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0
+ 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0
+ 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0
+ 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+ 0 1 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+ 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0
+ 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
+ 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0
+ 0 0 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+ 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0
+ 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+ 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0
+ 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1
+ 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0
+ 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0
+ 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 0 0 0
+ 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0
+ 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0
+ 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0
+ 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0
+ 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0
+ 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0
+ 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0
+ 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0
+ 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1
+ 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0
+";
+
+const COXETER_B: &str = "
+ 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0
+ 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0
+ 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0
+ 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+ 0 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+ 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0
+ 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0
+ 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0
+ 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+ 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+ 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0
+ 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0
+ 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0
+ 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0
+ 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0
+ 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0
+ 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0
+ 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1
+ 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0
+ 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1
+ 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0
+ 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0
+ 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0
+ 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0
+ 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0
+ 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0
+ 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0
+ 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
+ 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1
+ 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0
+";
diff --git a/third_party/rust/petgraph/tests/quickcheck.rs b/third_party/rust/petgraph/tests/quickcheck.rs
new file mode 100644
index 0000000000..f95eb1c17b
--- /dev/null
+++ b/third_party/rust/petgraph/tests/quickcheck.rs
@@ -0,0 +1,967 @@
+#![cfg(feature = "quickcheck")]
+#[macro_use]
+extern crate quickcheck;
+extern crate petgraph;
+extern crate rand;
+#[macro_use]
+extern crate defmac;
+
+extern crate itertools;
+extern crate odds;
+
+mod utils;
+
+use utils::Small;
+
+use odds::prelude::*;
+use std::collections::HashSet;
+use std::hash::Hash;
+
+use itertools::assert_equal;
+use itertools::cloned;
+use rand::Rng;
+
+use petgraph::algo::{
+ bellman_ford, condensation, dijkstra, is_cyclic_directed, is_cyclic_undirected, is_isomorphic,
+ is_isomorphic_matching, kosaraju_scc, min_spanning_tree, tarjan_scc, toposort,
+};
+use petgraph::data::FromElements;
+use petgraph::dot::{Config, Dot};
+use petgraph::graph::{edge_index, node_index, IndexType};
+use petgraph::graphmap::NodeTrait;
+use petgraph::prelude::*;
+use petgraph::visit::{EdgeRef, IntoEdgeReferences, IntoNodeReferences, NodeIndexable};
+use petgraph::visit::{Reversed, Topo};
+use petgraph::EdgeType;
+
+fn mst_graph<N, E, Ty, Ix>(g: &Graph<N, E, Ty, Ix>) -> Graph<N, E, Undirected, Ix>
+where
+ Ty: EdgeType,
+ Ix: IndexType,
+ N: Clone,
+ E: Clone + PartialOrd,
+{
+ Graph::from_elements(min_spanning_tree(&g))
+}
+
+use std::fmt;
+
+quickcheck! {
+ fn mst_directed(g: Small<Graph<(), u32>>) -> bool {
+ // filter out isolated nodes
+ let no_singles = g.filter_map(
+ |nx, w| g.neighbors_undirected(nx).next().map(|_| w),
+ |_, w| Some(w));
+ for i in no_singles.node_indices() {
+ assert!(no_singles.neighbors_undirected(i).count() > 0);
+ }
+ assert_eq!(no_singles.edge_count(), g.edge_count());
+ let mst = mst_graph(&no_singles);
+ assert!(!is_cyclic_undirected(&mst));
+ true
+ }
+}
+
+quickcheck! {
+ fn mst_undirected(g: Graph<(), u32, Undirected>) -> bool {
+ // filter out isolated nodes
+ let no_singles = g.filter_map(
+ |nx, w| g.neighbors_undirected(nx).next().map(|_| w),
+ |_, w| Some(w));
+ for i in no_singles.node_indices() {
+ assert!(no_singles.neighbors_undirected(i).count() > 0);
+ }
+ assert_eq!(no_singles.edge_count(), g.edge_count());
+ let mst = mst_graph(&no_singles);
+ assert!(!is_cyclic_undirected(&mst));
+ true
+ }
+}
+
+quickcheck! {
+ fn reverse_undirected(g: Small<UnGraph<(), ()>>) -> bool {
+ let mut h = (*g).clone();
+ h.reverse();
+ is_isomorphic(&g, &h)
+ }
+}
+
+fn assert_graph_consistent<N, E, Ty, Ix>(g: &Graph<N, E, Ty, Ix>)
+where
+ Ty: EdgeType,
+ Ix: IndexType,
+{
+ assert_eq!(g.node_count(), g.node_indices().count());
+ assert_eq!(g.edge_count(), g.edge_indices().count());
+ for edge in g.raw_edges() {
+ assert!(
+ g.find_edge(edge.source(), edge.target()).is_some(),
+ "Edge not in graph! {:?} to {:?}",
+ edge.source(),
+ edge.target()
+ );
+ }
+}
+
+#[test]
+fn reverse_directed() {
+ fn prop<Ty: EdgeType>(mut g: Graph<(), (), Ty>) -> bool {
+ let node_outdegrees = g
+ .node_indices()
+ .map(|i| g.neighbors_directed(i, Outgoing).count())
+ .collect::<Vec<_>>();
+ let node_indegrees = g
+ .node_indices()
+ .map(|i| g.neighbors_directed(i, Incoming).count())
+ .collect::<Vec<_>>();
+
+ g.reverse();
+ let new_outdegrees = g
+ .node_indices()
+ .map(|i| g.neighbors_directed(i, Outgoing).count())
+ .collect::<Vec<_>>();
+ let new_indegrees = g
+ .node_indices()
+ .map(|i| g.neighbors_directed(i, Incoming).count())
+ .collect::<Vec<_>>();
+ assert_eq!(node_outdegrees, new_indegrees);
+ assert_eq!(node_indegrees, new_outdegrees);
+ assert_graph_consistent(&g);
+ true
+ }
+ quickcheck::quickcheck(prop as fn(Graph<_, _, Directed>) -> bool);
+}
+
+#[test]
+fn graph_retain_nodes() {
+ fn prop<Ty: EdgeType>(mut g: Graph<i32, i32, Ty>) -> bool {
+ // Remove all negative nodes, these should be randomly spread
+ let og = g.clone();
+ let nodes = g.node_count();
+ let num_negs = g.raw_nodes().iter().filter(|n| n.weight < 0).count();
+ let mut removed = 0;
+ g.retain_nodes(|g, i| {
+ let keep = g[i] >= 0;
+ if !keep {
+ removed += 1;
+ }
+ keep
+ });
+ let num_negs_post = g.raw_nodes().iter().filter(|n| n.weight < 0).count();
+ let num_pos_post = g.raw_nodes().iter().filter(|n| n.weight >= 0).count();
+ assert_eq!(num_negs_post, 0);
+ assert_eq!(removed, num_negs);
+ assert_eq!(num_negs + g.node_count(), nodes);
+ assert_eq!(num_pos_post, g.node_count());
+
+ // check against filter_map
+ let filtered = og.filter_map(
+ |_, w| if *w >= 0 { Some(*w) } else { None },
+ |_, w| Some(*w),
+ );
+ assert_eq!(g.node_count(), filtered.node_count());
+ /*
+ println!("Iso of graph with nodes={}, edges={}",
+ g.node_count(), g.edge_count());
+ */
+ assert!(is_isomorphic_matching(
+ &filtered,
+ &g,
+ PartialEq::eq,
+ PartialEq::eq
+ ));
+
+ true
+ }
+ quickcheck::quickcheck(prop as fn(Graph<_, _, Directed>) -> bool);
+ quickcheck::quickcheck(prop as fn(Graph<_, _, Undirected>) -> bool);
+}
+
+#[test]
+fn graph_retain_edges() {
+ fn prop<Ty: EdgeType>(mut g: Graph<(), i32, Ty>) -> bool {
+ // Remove all negative edges, these should be randomly spread
+ let og = g.clone();
+ let edges = g.edge_count();
+ let num_negs = g.raw_edges().iter().filter(|n| n.weight < 0).count();
+ let mut removed = 0;
+ g.retain_edges(|g, i| {
+ let keep = g[i] >= 0;
+ if !keep {
+ removed += 1;
+ }
+ keep
+ });
+ let num_negs_post = g.raw_edges().iter().filter(|n| n.weight < 0).count();
+ let num_pos_post = g.raw_edges().iter().filter(|n| n.weight >= 0).count();
+ assert_eq!(num_negs_post, 0);
+ assert_eq!(removed, num_negs);
+ assert_eq!(num_negs + g.edge_count(), edges);
+ assert_eq!(num_pos_post, g.edge_count());
+ if og.edge_count() < 30 {
+ // check against filter_map
+ let filtered = og.filter_map(
+ |_, w| Some(*w),
+ |_, w| if *w >= 0 { Some(*w) } else { None },
+ );
+ assert_eq!(g.node_count(), filtered.node_count());
+ assert!(is_isomorphic(&filtered, &g));
+ }
+ true
+ }
+ quickcheck::quickcheck(prop as fn(Graph<_, _, Directed>) -> bool);
+ quickcheck::quickcheck(prop as fn(Graph<_, _, Undirected>) -> bool);
+}
+
+#[test]
+fn stable_graph_retain_edges() {
+ fn prop<Ty: EdgeType>(mut g: StableGraph<(), i32, Ty>) -> bool {
+ // Remove all negative edges, these should be randomly spread
+ let og = g.clone();
+ let edges = g.edge_count();
+ let num_negs = g.edge_references().filter(|n| *n.weight() < 0).count();
+ let mut removed = 0;
+ g.retain_edges(|g, i| {
+ let keep = g[i] >= 0;
+ if !keep {
+ removed += 1;
+ }
+ keep
+ });
+ let num_negs_post = g.edge_references().filter(|n| *n.weight() < 0).count();
+ let num_pos_post = g.edge_references().filter(|n| *n.weight() >= 0).count();
+ assert_eq!(num_negs_post, 0);
+ assert_eq!(removed, num_negs);
+ assert_eq!(num_negs + g.edge_count(), edges);
+ assert_eq!(num_pos_post, g.edge_count());
+ if og.edge_count() < 30 {
+ // check against filter_map
+ let filtered = og.filter_map(
+ |_, w| Some(*w),
+ |_, w| if *w >= 0 { Some(*w) } else { None },
+ );
+ assert_eq!(g.node_count(), filtered.node_count());
+ }
+ true
+ }
+ quickcheck::quickcheck(prop as fn(StableGraph<_, _, Directed>) -> bool);
+ quickcheck::quickcheck(prop as fn(StableGraph<_, _, Undirected>) -> bool);
+}
+
+#[test]
+fn isomorphism_1() {
+ // using small weights so that duplicates are likely
+ fn prop<Ty: EdgeType>(g: Small<Graph<i8, i8, Ty>>) -> bool {
+ let mut rng = rand::thread_rng();
+ // several trials of different isomorphisms of the same graph
+ // mapping of node indices
+ let mut map = g.node_indices().collect::<Vec<_>>();
+ let mut ng = Graph::<_, _, Ty>::with_capacity(g.node_count(), g.edge_count());
+ for _ in 0..1 {
+ rng.shuffle(&mut map);
+ ng.clear();
+
+ for _ in g.node_indices() {
+ ng.add_node(0);
+ }
+ // Assign node weights
+ for i in g.node_indices() {
+ ng[map[i.index()]] = g[i];
+ }
+ // Add edges
+ for i in g.edge_indices() {
+ let (s, t) = g.edge_endpoints(i).unwrap();
+ ng.add_edge(map[s.index()], map[t.index()], g[i]);
+ }
+ if g.node_count() < 20 && g.edge_count() < 50 {
+ assert!(is_isomorphic(&g, &ng));
+ }
+ assert!(is_isomorphic_matching(
+ &g,
+ &ng,
+ PartialEq::eq,
+ PartialEq::eq
+ ));
+ }
+ true
+ }
+ quickcheck::quickcheck(prop::<Undirected> as fn(_) -> bool);
+ quickcheck::quickcheck(prop::<Directed> as fn(_) -> bool);
+}
+
+#[test]
+fn isomorphism_modify() {
+ // using small weights so that duplicates are likely
+ fn prop<Ty: EdgeType>(g: Small<Graph<i16, i8, Ty>>, node: u8, edge: u8) -> bool {
+ println!("graph {:#?}", g);
+ let mut ng = (*g).clone();
+ let i = node_index(node as usize);
+ let j = edge_index(edge as usize);
+ if i.index() < g.node_count() {
+ ng[i] = (g[i] == 0) as i16;
+ }
+ if j.index() < g.edge_count() {
+ ng[j] = (g[j] == 0) as i8;
+ }
+ if i.index() < g.node_count() || j.index() < g.edge_count() {
+ assert!(!is_isomorphic_matching(
+ &g,
+ &ng,
+ PartialEq::eq,
+ PartialEq::eq
+ ));
+ } else {
+ assert!(is_isomorphic_matching(
+ &g,
+ &ng,
+ PartialEq::eq,
+ PartialEq::eq
+ ));
+ }
+ true
+ }
+ quickcheck::quickcheck(prop::<Undirected> as fn(_, _, _) -> bool);
+ quickcheck::quickcheck(prop::<Directed> as fn(_, _, _) -> bool);
+}
+
+#[test]
+fn graph_remove_edge() {
+ fn prop<Ty: EdgeType>(mut g: Graph<(), (), Ty>, a: u8, b: u8) -> bool {
+ let a = node_index(a as usize);
+ let b = node_index(b as usize);
+ let edge = g.find_edge(a, b);
+ if !g.is_directed() {
+ assert_eq!(edge.is_some(), g.find_edge(b, a).is_some());
+ }
+ if let Some(ex) = edge {
+ assert!(g.remove_edge(ex).is_some());
+ }
+ assert_graph_consistent(&g);
+ assert!(g.find_edge(a, b).is_none());
+ assert!(g.neighbors(a).find(|x| *x == b).is_none());
+ if !g.is_directed() {
+ assert!(g.neighbors(b).find(|x| *x == a).is_none());
+ }
+ true
+ }
+ quickcheck::quickcheck(prop as fn(Graph<_, _, Undirected>, _, _) -> bool);
+ quickcheck::quickcheck(prop as fn(Graph<_, _, Directed>, _, _) -> bool);
+}
+
+#[cfg(feature = "stable_graph")]
+#[test]
+fn stable_graph_remove_edge() {
+ fn prop<Ty: EdgeType>(mut g: StableGraph<(), (), Ty>, a: u8, b: u8) -> bool {
+ let a = node_index(a as usize);
+ let b = node_index(b as usize);
+ let edge = g.find_edge(a, b);
+ if !g.is_directed() {
+ assert_eq!(edge.is_some(), g.find_edge(b, a).is_some());
+ }
+ if let Some(ex) = edge {
+ assert!(g.remove_edge(ex).is_some());
+ }
+ //assert_graph_consistent(&g);
+ assert!(g.find_edge(a, b).is_none());
+ assert!(g.neighbors(a).find(|x| *x == b).is_none());
+ if !g.is_directed() {
+ assert!(g.find_edge(b, a).is_none());
+ assert!(g.neighbors(b).find(|x| *x == a).is_none());
+ }
+ true
+ }
+ quickcheck::quickcheck(prop as fn(StableGraph<_, _, Undirected>, _, _) -> bool);
+ quickcheck::quickcheck(prop as fn(StableGraph<_, _, Directed>, _, _) -> bool);
+}
+
+#[cfg(feature = "stable_graph")]
+#[test]
+fn stable_graph_add_remove_edges() {
+ fn prop<Ty: EdgeType>(mut g: StableGraph<(), (), Ty>, edges: Vec<(u8, u8)>) -> bool {
+ for &(a, b) in &edges {
+ let a = node_index(a as usize);
+ let b = node_index(b as usize);
+ let edge = g.find_edge(a, b);
+
+ if edge.is_none() && g.contains_node(a) && g.contains_node(b) {
+ let _index = g.add_edge(a, b, ());
+ continue;
+ }
+
+ if !g.is_directed() {
+ assert_eq!(edge.is_some(), g.find_edge(b, a).is_some());
+ }
+ if let Some(ex) = edge {
+ assert!(g.remove_edge(ex).is_some());
+ }
+ //assert_graph_consistent(&g);
+ assert!(
+ g.find_edge(a, b).is_none(),
+ "failed to remove edge {:?} from graph {:?}",
+ (a, b),
+ g
+ );
+ assert!(g.neighbors(a).find(|x| *x == b).is_none());
+ if !g.is_directed() {
+ assert!(g.find_edge(b, a).is_none());
+ assert!(g.neighbors(b).find(|x| *x == a).is_none());
+ }
+ }
+ true
+ }
+ quickcheck::quickcheck(prop as fn(StableGraph<_, _, Undirected>, _) -> bool);
+ quickcheck::quickcheck(prop as fn(StableGraph<_, _, Directed>, _) -> bool);
+}
+
+fn assert_graphmap_consistent<N, E, Ty>(g: &GraphMap<N, E, Ty>)
+where
+ Ty: EdgeType,
+ N: NodeTrait + fmt::Debug,
+{
+ for (a, b, _weight) in g.all_edges() {
+ assert!(
+ g.contains_edge(a, b),
+ "Edge not in graph! {:?} to {:?}",
+ a,
+ b
+ );
+ assert!(
+ g.neighbors(a).find(|x| *x == b).is_some(),
+ "Edge {:?} not in neighbor list for {:?}",
+ (a, b),
+ a
+ );
+ if !g.is_directed() {
+ assert!(
+ g.neighbors(b).find(|x| *x == a).is_some(),
+ "Edge {:?} not in neighbor list for {:?}",
+ (b, a),
+ b
+ );
+ }
+ }
+}
+
+#[test]
+fn graphmap_remove() {
+ fn prop<Ty: EdgeType>(mut g: GraphMap<i8, (), Ty>, a: i8, b: i8) -> bool {
+ //if g.edge_count() > 20 { return true; }
+ assert_graphmap_consistent(&g);
+ let contains = g.contains_edge(a, b);
+ if !g.is_directed() {
+ assert_eq!(contains, g.contains_edge(b, a));
+ }
+ assert_eq!(g.remove_edge(a, b).is_some(), contains);
+ assert!(!g.contains_edge(a, b) && g.neighbors(a).find(|x| *x == b).is_none());
+ //(g.is_directed() || g.neighbors(b).find(|x| *x == a).is_none()));
+ assert!(g.remove_edge(a, b).is_none());
+ assert_graphmap_consistent(&g);
+ true
+ }
+ quickcheck::quickcheck(prop as fn(DiGraphMap<_, _>, _, _) -> bool);
+ quickcheck::quickcheck(prop as fn(UnGraphMap<_, _>, _, _) -> bool);
+}
+
+#[test]
+fn graphmap_add_remove() {
+ fn prop(mut g: UnGraphMap<i8, ()>, a: i8, b: i8) -> bool {
+ assert_eq!(g.contains_edge(a, b), g.add_edge(a, b, ()).is_some());
+ g.remove_edge(a, b);
+ !g.contains_edge(a, b)
+ && g.neighbors(a).find(|x| *x == b).is_none()
+ && g.neighbors(b).find(|x| *x == a).is_none()
+ }
+ quickcheck::quickcheck(prop as fn(_, _, _) -> bool);
+}
+
+fn sort_sccs<T: Ord>(v: &mut [Vec<T>]) {
+ for scc in &mut *v {
+ scc.sort();
+ }
+ v.sort();
+}
+
+quickcheck! {
+ fn graph_sccs(g: Graph<(), ()>) -> bool {
+ let mut sccs = kosaraju_scc(&g);
+ let mut tsccs = tarjan_scc(&g);
+ sort_sccs(&mut sccs);
+ sort_sccs(&mut tsccs);
+ if sccs != tsccs {
+ println!("{:?}",
+ Dot::with_config(&g, &[Config::EdgeNoLabel,
+ Config::NodeIndexLabel]));
+ println!("Sccs {:?}", sccs);
+ println!("Sccs (Tarjan) {:?}", tsccs);
+ return false;
+ }
+ true
+ }
+}
+
+quickcheck! {
+ fn kosaraju_scc_is_topo_sort(g: Graph<(), ()>) -> bool {
+ let tsccs = kosaraju_scc(&g);
+ let firsts = vec(tsccs.iter().rev().map(|v| v[0]));
+ subset_is_topo_order(&g, &firsts)
+ }
+}
+
+quickcheck! {
+ fn tarjan_scc_is_topo_sort(g: Graph<(), ()>) -> bool {
+ let tsccs = tarjan_scc(&g);
+ let firsts = vec(tsccs.iter().rev().map(|v| v[0]));
+ subset_is_topo_order(&g, &firsts)
+ }
+}
+
+quickcheck! {
+ // Reversed edges gives the same sccs (when sorted)
+ fn graph_reverse_sccs(g: Graph<(), ()>) -> bool {
+ let mut sccs = kosaraju_scc(&g);
+ let mut tsccs = kosaraju_scc(Reversed(&g));
+ sort_sccs(&mut sccs);
+ sort_sccs(&mut tsccs);
+ if sccs != tsccs {
+ println!("{:?}",
+ Dot::with_config(&g, &[Config::EdgeNoLabel,
+ Config::NodeIndexLabel]));
+ println!("Sccs {:?}", sccs);
+ println!("Sccs (Reversed) {:?}", tsccs);
+ return false;
+ }
+ true
+ }
+}
+
+quickcheck! {
+ // Reversed edges gives the same sccs (when sorted)
+ fn graphmap_reverse_sccs(g: DiGraphMap<u16, ()>) -> bool {
+ let mut sccs = kosaraju_scc(&g);
+ let mut tsccs = kosaraju_scc(Reversed(&g));
+ sort_sccs(&mut sccs);
+ sort_sccs(&mut tsccs);
+ if sccs != tsccs {
+ println!("{:?}",
+ Dot::with_config(&g, &[Config::EdgeNoLabel,
+ Config::NodeIndexLabel]));
+ println!("Sccs {:?}", sccs);
+ println!("Sccs (Reversed) {:?}", tsccs);
+ return false;
+ }
+ true
+ }
+}
+
+#[test]
+fn graph_condensation_acyclic() {
+ fn prop(g: Graph<(), ()>) -> bool {
+ !is_cyclic_directed(&condensation(g, /* make_acyclic */ true))
+ }
+ quickcheck::quickcheck(prop as fn(_) -> bool);
+}
+
+#[derive(Debug, Clone)]
+struct DAG<N: Default + Clone + Send + 'static>(Graph<N, ()>);
+
+impl<N: Default + Clone + Send + 'static> quickcheck::Arbitrary for DAG<N> {
+ fn arbitrary<G: quickcheck::Gen>(g: &mut G) -> Self {
+ let nodes = usize::arbitrary(g);
+ if nodes == 0 {
+ return DAG(Graph::with_capacity(0, 0));
+ }
+ let split = g.gen_range(0., 1.);
+ let max_width = f64::sqrt(nodes as f64) as usize;
+ let tall = (max_width as f64 * split) as usize;
+ let fat = max_width - tall;
+
+ let edge_prob = 1. - (1. - g.gen_range(0., 1.)) * (1. - g.gen_range(0., 1.));
+ let edges = ((nodes as f64).powi(2) * edge_prob) as usize;
+ let mut gr = Graph::with_capacity(nodes, edges);
+ let mut nodes = 0;
+ for _ in 0..tall {
+ let cur_nodes = g.gen_range(0, fat);
+ for _ in 0..cur_nodes {
+ gr.add_node(N::default());
+ }
+ for j in 0..nodes {
+ for k in 0..cur_nodes {
+ if g.gen_range(0., 1.) < edge_prob {
+ gr.add_edge(NodeIndex::new(j), NodeIndex::new(k + nodes), ());
+ }
+ }
+ }
+ nodes += cur_nodes;
+ }
+ DAG(gr)
+ }
+
+ // shrink the graph by splitting it in two by a very
+ // simple algorithm, just even and odd node indices
+ fn shrink(&self) -> Box<dyn Iterator<Item = Self>> {
+ let self_ = self.clone();
+ Box::new((0..2).filter_map(move |x| {
+ let gr = self_.0.filter_map(
+ |i, w| {
+ if i.index() % 2 == x {
+ Some(w.clone())
+ } else {
+ None
+ }
+ },
+ |_, w| Some(w.clone()),
+ );
+ // make sure we shrink
+ if gr.node_count() < self_.0.node_count() {
+ Some(DAG(gr))
+ } else {
+ None
+ }
+ }))
+ }
+}
+
+fn is_topo_order<N>(gr: &Graph<N, (), Directed>, order: &[NodeIndex]) -> bool {
+ if gr.node_count() != order.len() {
+ println!(
+ "Graph ({}) and count ({}) had different amount of nodes.",
+ gr.node_count(),
+ order.len()
+ );
+ return false;
+ }
+ // check all the edges of the graph
+ for edge in gr.raw_edges() {
+ let a = edge.source();
+ let b = edge.target();
+ let ai = order.find(&a).unwrap();
+ let bi = order.find(&b).unwrap();
+ if ai >= bi {
+ println!("{:?} > {:?} ", a, b);
+ return false;
+ }
+ }
+ true
+}
+
+fn subset_is_topo_order<N>(gr: &Graph<N, (), Directed>, order: &[NodeIndex]) -> bool {
+ if gr.node_count() < order.len() {
+ println!(
+ "Graph (len={}) had less nodes than order (len={})",
+ gr.node_count(),
+ order.len()
+ );
+ return false;
+ }
+ // check all the edges of the graph
+ for edge in gr.raw_edges() {
+ let a = edge.source();
+ let b = edge.target();
+ if a == b {
+ continue;
+ }
+ // skip those that are not in the subset
+ let ai = match order.find(&a) {
+ Some(i) => i,
+ None => continue,
+ };
+ let bi = match order.find(&b) {
+ Some(i) => i,
+ None => continue,
+ };
+ if ai >= bi {
+ println!("{:?} > {:?} ", a, b);
+ return false;
+ }
+ }
+ true
+}
+
+#[test]
+fn full_topo() {
+ fn prop(DAG(gr): DAG<()>) -> bool {
+ let order = toposort(&gr, None).unwrap();
+ is_topo_order(&gr, &order)
+ }
+ quickcheck::quickcheck(prop as fn(_) -> bool);
+}
+
+#[test]
+fn full_topo_generic() {
+ fn prop_generic(DAG(mut gr): DAG<usize>) -> bool {
+ assert!(!is_cyclic_directed(&gr));
+ let mut index = 0;
+ let mut topo = Topo::new(&gr);
+ while let Some(nx) = topo.next(&gr) {
+ gr[nx] = index;
+ index += 1;
+ }
+
+ let mut order = Vec::new();
+ index = 0;
+ let mut topo = Topo::new(&gr);
+ while let Some(nx) = topo.next(&gr) {
+ order.push(nx);
+ assert_eq!(gr[nx], index);
+ index += 1;
+ }
+ if !is_topo_order(&gr, &order) {
+ println!("{:?}", gr);
+ return false;
+ }
+
+ {
+ order.clear();
+ let mut topo = Topo::new(&gr);
+ while let Some(nx) = topo.next(&gr) {
+ order.push(nx);
+ }
+ if !is_topo_order(&gr, &order) {
+ println!("{:?}", gr);
+ return false;
+ }
+ }
+ true
+ }
+ quickcheck::quickcheck(prop_generic as fn(_) -> bool);
+}
+
+quickcheck! {
+ // checks that the distances computed by dijkstra satisfy the triangle
+ // inequality.
+ fn dijkstra_triangle_ineq(g: Graph<u32, u32>, node: usize) -> bool {
+ if g.node_count() == 0 {
+ return true;
+ }
+ let v = node_index(node % g.node_count());
+ let distances = dijkstra(&g, v, None, |e| *e.weight());
+ for v2 in distances.keys() {
+ let dv2 = distances[v2];
+ // triangle inequality:
+ // d(v,u) <= d(v,v2) + w(v2,u)
+ for edge in g.edges(*v2) {
+ let u = edge.target();
+ let w = edge.weight();
+ if distances.contains_key(&u) && distances[&u] > dv2 + w {
+ return false;
+ }
+ }
+ }
+ true
+ }
+}
+
+fn set<I>(iter: I) -> HashSet<I::Item>
+where
+ I: IntoIterator,
+ I::Item: Hash + Eq,
+{
+ iter.into_iter().collect()
+}
+
+quickcheck! {
+ fn dfs_visit(gr: Graph<(), ()>, node: usize) -> bool {
+ use petgraph::visit::{Visitable, VisitMap};
+ use petgraph::visit::DfsEvent::*;
+ use petgraph::visit::{Time, depth_first_search};
+ if gr.node_count() == 0 {
+ return true;
+ }
+ let start_node = node_index(node % gr.node_count());
+
+ let invalid_time = Time(!0);
+ let mut discover_time = vec![invalid_time; gr.node_count()];
+ let mut finish_time = vec![invalid_time; gr.node_count()];
+ let mut has_tree_edge = gr.visit_map();
+ let mut edges = HashSet::new();
+ depth_first_search(&gr, Some(start_node).into_iter().chain(gr.node_indices()),
+ |evt| {
+ match evt {
+ Discover(n, t) => discover_time[n.index()] = t,
+ Finish(n, t) => finish_time[n.index()] = t,
+ TreeEdge(u, v) => {
+ // v is an ancestor of u
+ assert!(has_tree_edge.visit(v), "Two tree edges to {:?}!", v);
+ assert!(discover_time[v.index()] == invalid_time);
+ assert!(discover_time[u.index()] != invalid_time);
+ assert!(finish_time[u.index()] == invalid_time);
+ edges.insert((u, v));
+ }
+ BackEdge(u, v) => {
+ // u is an ancestor of v
+ assert!(discover_time[v.index()] != invalid_time);
+ assert!(finish_time[v.index()] == invalid_time);
+ edges.insert((u, v));
+ }
+ CrossForwardEdge(u, v) => {
+ edges.insert((u, v));
+ }
+ }
+ });
+ assert!(discover_time.iter().all(|x| *x != invalid_time));
+ assert!(finish_time.iter().all(|x| *x != invalid_time));
+ assert_eq!(edges.len(), gr.edge_count());
+ assert_eq!(edges, set(gr.edge_references().map(|e| (e.source(), e.target()))));
+ true
+ }
+}
+
+quickcheck! {
+ fn test_bellman_ford(gr: Graph<(), f32>) -> bool {
+ let mut gr = gr;
+ for elt in gr.edge_weights_mut() {
+ *elt = elt.abs();
+ }
+ if gr.node_count() == 0 {
+ return true;
+ }
+ for (i, start) in gr.node_indices().enumerate() {
+ if i >= 10 { break; } // testing all is too slow
+ bellman_ford(&gr, start).unwrap();
+ }
+ true
+ }
+}
+
+quickcheck! {
+ fn test_bellman_ford_undir(gr: Graph<(), f32, Undirected>) -> bool {
+ let mut gr = gr;
+ for elt in gr.edge_weights_mut() {
+ *elt = elt.abs();
+ }
+ if gr.node_count() == 0 {
+ return true;
+ }
+ for (i, start) in gr.node_indices().enumerate() {
+ if i >= 10 { break; } // testing all is too slow
+ bellman_ford(&gr, start).unwrap();
+ }
+ true
+ }
+}
+
+defmac!(iter_eq a, b => a.eq(b));
+defmac!(nodes_eq ref a, ref b => a.node_references().eq(b.node_references()));
+defmac!(edgew_eq ref a, ref b => a.edge_references().eq(b.edge_references()));
+defmac!(edges_eq ref a, ref b =>
+ iter_eq!(
+ a.edge_references().map(|e| (e.source(), e.target())),
+ b.edge_references().map(|e| (e.source(), e.target()))));
+
+quickcheck! {
+ fn test_di_from(gr1: DiGraph<i32, i32>) -> () {
+ let sgr = StableGraph::from(gr1.clone());
+ let gr2 = Graph::from(sgr);
+
+ assert!(nodes_eq!(gr1, gr2));
+ assert!(edgew_eq!(gr1, gr2));
+ assert!(edges_eq!(gr1, gr2));
+ }
+ fn test_un_from(gr1: UnGraph<i32, i32>) -> () {
+ let sgr = StableGraph::from(gr1.clone());
+ let gr2 = Graph::from(sgr);
+
+ assert!(nodes_eq!(gr1, gr2));
+ assert!(edgew_eq!(gr1, gr2));
+ assert!(edges_eq!(gr1, gr2));
+ }
+
+ fn test_graph_from_stable_graph(gr1: StableDiGraph<usize, usize>) -> () {
+ let mut gr1 = gr1;
+ let gr2 = Graph::from(gr1.clone());
+
+ // renumber the stablegraph nodes and put the new index in the
+ // associated data
+ let mut index = 0;
+ for i in 0..gr1.node_bound() {
+ let ni = node_index(i);
+ if gr1.contains_node(ni) {
+ gr1[ni] = index;
+ index += 1;
+ }
+ }
+ if let Some(edge_bound) = gr1.edge_references().next_back()
+ .map(|ed| ed.id().index() + 1)
+ {
+ index = 0;
+ for i in 0..edge_bound {
+ let ni = edge_index(i);
+ if gr1.edge_weight(ni).is_some() {
+ gr1[ni] = index;
+ index += 1;
+ }
+ }
+ }
+
+ assert_equal(
+ // Remap the stablegraph to compact indices
+ gr1.edge_references().map(|ed| (edge_index(*ed.weight()), gr1[ed.source()], gr1[ed.target()])),
+ gr2.edge_references().map(|ed| (ed.id(), ed.source().index(), ed.target().index()))
+ );
+ }
+
+ fn stable_di_graph_map_id(gr1: StableDiGraph<usize, usize>) -> () {
+ let gr2 = gr1.map(|_, &nw| nw, |_, &ew| ew);
+ assert!(nodes_eq!(gr1, gr2));
+ assert!(edgew_eq!(gr1, gr2));
+ assert!(edges_eq!(gr1, gr2));
+ }
+
+ fn stable_un_graph_map_id(gr1: StableUnGraph<usize, usize>) -> () {
+ let gr2 = gr1.map(|_, &nw| nw, |_, &ew| ew);
+ assert!(nodes_eq!(gr1, gr2));
+ assert!(edgew_eq!(gr1, gr2));
+ assert!(edges_eq!(gr1, gr2));
+ }
+
+ fn stable_di_graph_filter_map_id(gr1: StableDiGraph<usize, usize>) -> () {
+ let gr2 = gr1.filter_map(|_, &nw| Some(nw), |_, &ew| Some(ew));
+ assert!(nodes_eq!(gr1, gr2));
+ assert!(edgew_eq!(gr1, gr2));
+ assert!(edges_eq!(gr1, gr2));
+ }
+
+ fn test_stable_un_graph_filter_map_id(gr1: StableUnGraph<usize, usize>) -> () {
+ let gr2 = gr1.filter_map(|_, &nw| Some(nw), |_, &ew| Some(ew));
+ assert!(nodes_eq!(gr1, gr2));
+ assert!(edgew_eq!(gr1, gr2));
+ assert!(edges_eq!(gr1, gr2));
+ }
+
+ fn stable_di_graph_filter_map_remove(gr1: Small<StableDiGraph<i32, i32>>,
+ nodes: Vec<usize>,
+ edges: Vec<usize>) -> ()
+ {
+ let gr2 = gr1.filter_map(|ix, &nw| {
+ if !nodes.contains(&ix.index()) { Some(nw) } else { None }
+ },
+ |ix, &ew| {
+ if !edges.contains(&ix.index()) { Some(ew) } else { None }
+ });
+ let check_nodes = &set(gr1.node_indices()) - &set(cloned(&nodes).map(node_index));
+ let mut check_edges = &set(gr1.edge_indices()) - &set(cloned(&edges).map(edge_index));
+ // remove all edges with endpoint in removed nodes
+ for edge in gr1.edge_references() {
+ if nodes.contains(&edge.source().index()) ||
+ nodes.contains(&edge.target().index()) {
+ check_edges.remove(&edge.id());
+ }
+ }
+ // assert maintained
+ for i in check_nodes {
+ assert_eq!(gr1[i], gr2[i]);
+ }
+ for i in check_edges {
+ assert_eq!(gr1[i], gr2[i]);
+ assert_eq!(gr1.edge_endpoints(i), gr2.edge_endpoints(i));
+ }
+
+ // assert removals
+ for i in nodes {
+ assert!(gr2.node_weight(node_index(i)).is_none());
+ }
+ for i in edges {
+ assert!(gr2.edge_weight(edge_index(i)).is_none());
+ }
+ }
+}
diff --git a/third_party/rust/petgraph/tests/res/graph_1000n_1000e.txt b/third_party/rust/petgraph/tests/res/graph_1000n_1000e.txt
new file mode 100644
index 0000000000..8983c778e6
--- /dev/null
+++ b/third_party/rust/petgraph/tests/res/graph_1000n_1000e.txt
@@ -0,0 +1,1000 @@
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diff --git a/third_party/rust/petgraph/tests/stable_graph.rs b/third_party/rust/petgraph/tests/stable_graph.rs
new file mode 100644
index 0000000000..82cbcc7c47
--- /dev/null
+++ b/third_party/rust/petgraph/tests/stable_graph.rs
@@ -0,0 +1,409 @@
+#![cfg(feature = "stable_graph")]
+
+extern crate itertools;
+extern crate petgraph;
+#[macro_use]
+extern crate defmac;
+
+use itertools::assert_equal;
+use petgraph::algo::{kosaraju_scc, min_spanning_tree, tarjan_scc};
+use petgraph::dot::Dot;
+use petgraph::prelude::*;
+use petgraph::stable_graph::node_index as n;
+use petgraph::visit::{IntoEdgeReferences, IntoNodeReferences, NodeIndexable};
+use petgraph::EdgeType;
+
+#[test]
+fn node_indices() {
+ let mut g = StableGraph::<_, ()>::new();
+ let a = g.add_node(0);
+ let b = g.add_node(1);
+ let c = g.add_node(2);
+ g.remove_node(b);
+ let mut iter = g.node_indices();
+ assert_eq!(iter.next(), Some(a));
+ assert_eq!(iter.next(), Some(c));
+ assert_eq!(iter.next(), None);
+}
+
+#[test]
+fn node_bound() {
+ let mut g = StableGraph::<_, ()>::new();
+ assert_eq!(g.node_bound(), g.node_count());
+ for i in 0..10 {
+ g.add_node(i);
+ assert_eq!(g.node_bound(), g.node_count());
+ }
+ let full_count = g.node_count();
+ g.remove_node(n(0));
+ g.remove_node(n(2));
+ assert_eq!(g.node_bound(), full_count);
+ g.clear();
+ assert_eq!(g.node_bound(), 0);
+}
+
+#[test]
+fn clear_edges() {
+ let mut gr = scc_graph();
+ gr.remove_node(n(1));
+ gr.clear_edges();
+ // check that we use the free list for the vacancies
+ assert_eq!(gr.add_node(()), n(1));
+ assert_eq!(gr.add_node(()), n(4));
+ assert!(gr.edge_references().next().is_none());
+ assert!(gr.node_indices().all(|i| gr.neighbors(i).next().is_none()));
+}
+
+fn assert_sccs_eq(mut res: Vec<Vec<NodeIndex>>, normalized: Vec<Vec<NodeIndex>>) {
+ // normalize the result and compare with the answer.
+ for scc in &mut res {
+ scc.sort();
+ }
+ // sort by minimum element
+ res.sort_by(|v, w| v[0].cmp(&w[0]));
+ assert_eq!(res, normalized);
+}
+
+fn scc_graph() -> StableGraph<(), ()> {
+ let mut gr: StableGraph<(), ()> = StableGraph::from_edges(&[
+ (6, 0),
+ (0, 3),
+ (3, 6),
+ (8, 6),
+ (8, 2),
+ (2, 5),
+ (5, 8),
+ (7, 5),
+ (1, 7),
+ (7, 4),
+ (4, 1),
+ ]);
+ // make an identical replacement of n(4) and leave a hole
+ let x = gr.add_node(());
+ gr.add_edge(n(7), x, ());
+ gr.add_edge(x, n(1), ());
+ gr.remove_node(n(4));
+ gr
+}
+
+#[test]
+fn test_scc() {
+ let gr = scc_graph();
+ println!("{:?}", gr);
+
+ let x = n(gr.node_bound() - 1);
+ assert_sccs_eq(
+ kosaraju_scc(&gr),
+ vec![
+ vec![n(0), n(3), n(6)],
+ vec![n(1), n(7), x],
+ vec![n(2), n(5), n(8)],
+ ],
+ );
+}
+
+#[test]
+fn test_tarjan_scc() {
+ let gr = scc_graph();
+
+ let x = n(gr.node_bound() - 1);
+ assert_sccs_eq(
+ tarjan_scc(&gr),
+ vec![
+ vec![n(0), n(3), n(6)],
+ vec![n(1), n(7), x],
+ vec![n(2), n(5), n(8)],
+ ],
+ );
+}
+
+fn make_graph<Ty>() -> StableGraph<(), i32, Ty>
+where
+ Ty: EdgeType,
+{
+ let mut gr = StableGraph::default();
+ let mut c = 0..;
+ let mut e = || -> i32 { c.next().unwrap() };
+ gr.extend_with_edges(&[
+ (6, 0, e()),
+ (0, 3, e()),
+ (3, 6, e()),
+ (8, 6, e()),
+ (8, 2, e()),
+ (2, 5, e()),
+ (5, 8, e()),
+ (7, 5, e()),
+ (1, 7, e()),
+ (7, 4, e()),
+ (8, 6, e()), // parallel edge
+ (4, 1, e()),
+ ]);
+ // make an identical replacement of n(4) and leave a hole
+ let x = gr.add_node(());
+ gr.add_edge(n(7), x, e());
+ gr.add_edge(x, n(1), e());
+ gr.add_edge(x, x, e()); // make two self loops
+ let rm_self_loop = gr.add_edge(x, x, e());
+ gr.add_edge(x, x, e());
+ gr.remove_node(n(4));
+ gr.remove_node(n(6));
+ gr.remove_edge(rm_self_loop);
+ gr
+}
+
+defmac!(edges ref gr, x => gr.edges(x).map(|r| (r.target(), *r.weight())));
+
+#[test]
+fn test_edges_directed() {
+ let gr = make_graph::<Directed>();
+ let x = n(9);
+ assert_equal(edges!(gr, x), vec![(x, 16), (x, 14), (n(1), 13)]);
+ assert_equal(edges!(gr, n(0)), vec![(n(3), 1)]);
+ assert_equal(edges!(gr, n(4)), vec![]);
+}
+
+#[test]
+fn test_edge_references() {
+ let gr = make_graph::<Directed>();
+ assert_eq!(gr.edge_count(), gr.edge_references().count());
+}
+
+#[test]
+fn test_edges_undirected() {
+ let gr = make_graph::<Undirected>();
+ let x = n(9);
+ assert_equal(
+ edges!(gr, x),
+ vec![(x, 16), (x, 14), (n(1), 13), (n(7), 12)],
+ );
+ assert_equal(edges!(gr, n(0)), vec![(n(3), 1)]);
+ assert_equal(edges!(gr, n(4)), vec![]);
+}
+
+#[test]
+fn test_edge_iterators_directed() {
+ let gr = make_graph::<Directed>();
+ for i in gr.node_indices() {
+ itertools::assert_equal(gr.edges_directed(i, Outgoing), gr.edges(i));
+ for edge in gr.edges_directed(i, Outgoing) {
+ assert_eq!(
+ edge.source(),
+ i,
+ "outgoing edges should have a fixed source"
+ );
+ }
+ }
+ let mut incoming = vec![Vec::new(); gr.node_bound()];
+
+ for i in gr.node_indices() {
+ for j in gr.neighbors(i) {
+ incoming[j.index()].push(i);
+ }
+ }
+
+ println!("{:#?}", gr);
+ for i in gr.node_indices() {
+ itertools::assert_equal(
+ gr.edges_directed(i, Incoming).map(|e| e.source()),
+ incoming[i.index()].iter().rev().cloned(),
+ );
+ for edge in gr.edges_directed(i, Incoming) {
+ assert_eq!(
+ edge.target(),
+ i,
+ "incoming edges should have a fixed target"
+ );
+ }
+ }
+}
+
+#[test]
+fn test_edge_iterators_undir() {
+ let gr = make_graph::<Undirected>();
+ for i in gr.node_indices() {
+ itertools::assert_equal(gr.edges_directed(i, Outgoing), gr.edges(i));
+ for edge in gr.edges_directed(i, Outgoing) {
+ assert_eq!(
+ edge.source(),
+ i,
+ "outgoing edges should have a fixed source"
+ );
+ }
+ }
+ for i in gr.node_indices() {
+ itertools::assert_equal(gr.edges_directed(i, Incoming), gr.edges(i));
+ for edge in gr.edges_directed(i, Incoming) {
+ assert_eq!(
+ edge.target(),
+ i,
+ "incoming edges should have a fixed target"
+ );
+ }
+ }
+}
+
+#[test]
+#[should_panic(expected = "is not a node")]
+fn add_edge_vacant() {
+ let mut g = StableGraph::<_, _>::new();
+ let a = g.add_node(0);
+ let b = g.add_node(1);
+ let _ = g.add_node(2);
+ let _ = g.remove_node(b);
+ g.add_edge(a, b, 1);
+}
+
+#[test]
+#[should_panic(expected = "is not a node")]
+fn add_edge_oob() {
+ let mut g = StableGraph::<_, _>::new();
+ let a = g.add_node(0);
+ let _ = g.add_node(1);
+ let _ = g.add_node(2);
+ g.add_edge(a, n(4), 1);
+}
+
+#[test]
+fn test_node_references() {
+ let gr = scc_graph();
+
+ itertools::assert_equal(gr.node_references().map(|(i, _)| i), gr.node_indices());
+}
+
+#[test]
+fn iterators_undir() {
+ let mut g = StableUnGraph::<_, _>::default();
+ let a = g.add_node(0);
+ let b = g.add_node(1);
+ let c = g.add_node(2);
+ let d = g.add_node(3);
+ g.extend_with_edges(&[(a, b, 1), (a, c, 2), (b, c, 3), (c, c, 4), (a, d, 5)]);
+ g.remove_node(b);
+
+ itertools::assert_equal(g.neighbors(a), vec![d, c]);
+ itertools::assert_equal(g.neighbors(c), vec![c, a]);
+ itertools::assert_equal(g.neighbors(d), vec![a]);
+
+ // the node that was removed
+ itertools::assert_equal(g.neighbors(b), vec![]);
+
+ // remove one more
+ g.remove_node(c);
+ itertools::assert_equal(g.neighbors(c), vec![]);
+}
+
+#[test]
+fn dot() {
+ let mut gr = StableGraph::new();
+ let a = gr.add_node("x");
+ let b = gr.add_node("y");
+ gr.add_edge(a, a, "10");
+ gr.add_edge(a, b, "20");
+ let dot_output = format!("{}", Dot::new(&gr));
+ assert_eq!(
+ dot_output,
+ r#"digraph {
+ 0 [ label = "x" ]
+ 1 [ label = "y" ]
+ 0 -> 0 [ label = "10" ]
+ 0 -> 1 [ label = "20" ]
+}
+"#
+ );
+}
+
+defmac!(iter_eq a, b => a.eq(b));
+defmac!(nodes_eq ref a, ref b => a.node_references().eq(b.node_references()));
+defmac!(edgew_eq ref a, ref b => a.edge_references().eq(b.edge_references()));
+defmac!(edges_eq ref a, ref b =>
+ iter_eq!(
+ a.edge_references().map(|e| (e.source(), e.target())),
+ b.edge_references().map(|e| (e.source(), e.target()))));
+
+#[test]
+fn from() {
+ let mut gr1 = StableGraph::new();
+ let a = gr1.add_node(1);
+ let b = gr1.add_node(2);
+ let c = gr1.add_node(3);
+ gr1.add_edge(a, a, 10);
+ gr1.add_edge(a, b, 20);
+ gr1.add_edge(b, c, 30);
+ gr1.add_edge(a, c, 40);
+
+ let gr2 = Graph::from(gr1.clone());
+ let gr3 = StableGraph::from(gr2);
+ assert!(nodes_eq!(gr1, gr3));
+ assert!(edgew_eq!(gr1, gr3));
+ assert!(edges_eq!(gr1, gr3));
+
+ gr1.remove_node(b);
+
+ let gr4 = Graph::from(gr1);
+ let gr5 = StableGraph::from(gr4.clone());
+
+ let mut ans = StableGraph::new();
+ let a = ans.add_node(1);
+ let c = ans.add_node(3);
+ ans.add_edge(a, a, 10);
+ ans.add_edge(a, c, 40);
+
+ assert!(nodes_eq!(gr4, ans));
+ assert!(edges_eq!(gr4, ans));
+
+ assert!(nodes_eq!(gr5, ans));
+ assert!(edgew_eq!(gr5, ans));
+ assert!(edges_eq!(gr5, ans));
+}
+
+use petgraph::data::FromElements;
+use petgraph::stable_graph::StableGraph;
+
+#[test]
+fn from_min_spanning_tree() {
+ let mut g = StableGraph::new();
+ let mut nodes = Vec::new();
+ for _ in 0..6 {
+ nodes.push(g.add_node(()));
+ }
+ let es = [(4, 5), (3, 4), (3, 5)];
+ for &(a, b) in es.iter() {
+ g.add_edge(NodeIndex::new(a), NodeIndex::new(b), ());
+ }
+ for i in 0..3 {
+ let _ = g.remove_node(nodes[i]);
+ }
+ let _ = StableGraph::<(), (), Undirected, usize>::from_elements(min_spanning_tree(&g));
+}
+
+#[test]
+fn weights_mut_iterator() {
+ let mut gr = StableGraph::new();
+ let a = gr.add_node(1);
+ let b = gr.add_node(2);
+ let c = gr.add_node(3);
+ let e1 = gr.add_edge(a, a, 10);
+ let e2 = gr.add_edge(a, b, 20);
+ let e3 = gr.add_edge(b, c, 30);
+ let e4 = gr.add_edge(a, c, 40);
+
+ for n in gr.node_weights_mut() {
+ *n += 1;
+ }
+ assert_eq!(gr[a], 2);
+ assert_eq!(gr[b], 3);
+ assert_eq!(gr[c], 4);
+
+ for e in gr.edge_weights_mut() {
+ *e -= 1;
+ }
+ assert_eq!(gr[e1], 9);
+ assert_eq!(gr[e2], 19);
+ assert_eq!(gr[e3], 29);
+ assert_eq!(gr[e4], 39);
+
+ // test on deletion
+ gr.remove_node(b);
+ assert_eq!(gr.node_weights_mut().count(), gr.node_count());
+ assert_eq!(gr.edge_weights_mut().count(), gr.edge_count());
+}
diff --git a/third_party/rust/petgraph/tests/unionfind.rs b/third_party/rust/petgraph/tests/unionfind.rs
new file mode 100644
index 0000000000..8b54db761d
--- /dev/null
+++ b/third_party/rust/petgraph/tests/unionfind.rs
@@ -0,0 +1,105 @@
+extern crate petgraph;
+extern crate rand;
+
+use petgraph::unionfind::UnionFind;
+use rand::{thread_rng, ChaChaRng, Rng, SeedableRng};
+use std::collections::HashSet;
+
+#[test]
+fn uf_test() {
+ let n = 8;
+ let mut u = UnionFind::new(n);
+ for i in 0..n {
+ assert_eq!(u.find(i), i);
+ assert_eq!(u.find_mut(i), i);
+ assert!(!u.union(i, i));
+ }
+
+ u.union(0, 1);
+ assert_eq!(u.find(0), u.find(1));
+ u.union(1, 3);
+ u.union(1, 4);
+ u.union(4, 7);
+ assert_eq!(u.find(0), u.find(3));
+ assert_eq!(u.find(1), u.find(3));
+ assert!(u.find(0) != u.find(2));
+ assert_eq!(u.find(7), u.find(0));
+ u.union(5, 6);
+ assert_eq!(u.find(6), u.find(5));
+ assert!(u.find(6) != u.find(7));
+
+ // check that there are now 3 disjoint sets
+ let set = (0..n).map(|i| u.find(i)).collect::<HashSet<_>>();
+ assert_eq!(set.len(), 3);
+}
+
+#[test]
+fn uf_test_with_equiv() {
+ let n = 8;
+ let mut u = UnionFind::new(n);
+ for i in 0..n {
+ assert_eq!(u.find(i), i);
+ assert_eq!(u.find_mut(i), i);
+ assert!(u.equiv(i, i));
+ }
+
+ u.union(0, 1);
+ assert!(u.equiv(0, 1));
+ u.union(1, 3);
+ u.union(1, 4);
+ u.union(4, 7);
+ assert!(u.equiv(0, 7));
+ assert!(u.equiv(1, 3));
+ assert!(!u.equiv(0, 2));
+ assert!(u.equiv(7, 0));
+ u.union(5, 6);
+ assert!(u.equiv(6, 5));
+ assert!(!u.equiv(6, 7));
+
+ // check that there are now 3 disjoint sets
+ let set = (0..n).map(|i| u.find(i)).collect::<HashSet<_>>();
+ assert_eq!(set.len(), 3);
+}
+
+#[test]
+fn uf_rand() {
+ let n = 1 << 14;
+ let mut rng = ChaChaRng::from_rng(thread_rng()).unwrap();
+ let mut u = UnionFind::new(n);
+ for _ in 0..100 {
+ let a = rng.gen_range(0, n);
+ let b = rng.gen_range(0, n);
+ let ar = u.find(a);
+ let br = u.find(b);
+ assert_eq!(ar != br, u.union(a, b));
+ }
+}
+
+#[test]
+fn uf_u8() {
+ let n = 256;
+ let mut rng = ChaChaRng::from_rng(thread_rng()).unwrap();
+ let mut u = UnionFind::<u8>::new(n);
+ for _ in 0..(n * 8) {
+ let a = rng.gen();
+ let b = rng.gen();
+ let ar = u.find(a);
+ let br = u.find(b);
+ assert_eq!(ar != br, u.union(a, b));
+ }
+}
+
+#[test]
+fn labeling() {
+ let mut u = UnionFind::<u32>::new(48);
+ for i in 0..24 {
+ u.union(i + 1, i);
+ }
+ for i in 25..47 {
+ u.union(i, i + 1);
+ }
+ u.union(23, 25);
+ u.union(24, 23);
+ let v = u.into_labeling();
+ assert!(v.iter().all(|x| *x == v[0]));
+}
diff --git a/third_party/rust/petgraph/tests/utils/mod.rs b/third_party/rust/petgraph/tests/utils/mod.rs
new file mode 100644
index 0000000000..95b9b374cb
--- /dev/null
+++ b/third_party/rust/petgraph/tests/utils/mod.rs
@@ -0,0 +1,3 @@
+mod qc;
+
+pub use self::qc::*;
diff --git a/third_party/rust/petgraph/tests/utils/qc.rs b/third_party/rust/petgraph/tests/utils/qc.rs
new file mode 100644
index 0000000000..f335625285
--- /dev/null
+++ b/third_party/rust/petgraph/tests/utils/qc.rs
@@ -0,0 +1,27 @@
+use quickcheck::{Arbitrary, Gen, StdGen};
+use std::ops::Deref;
+
+#[derive(Copy, Clone, Debug)]
+/// quickcheck Arbitrary adaptor - half the size of `T` on average
+pub struct Small<T>(pub T);
+
+impl<T> Deref for Small<T> {
+ type Target = T;
+ fn deref(&self) -> &T {
+ &self.0
+ }
+}
+
+impl<T> Arbitrary for Small<T>
+where
+ T: Arbitrary,
+{
+ fn arbitrary<G: Gen>(g: &mut G) -> Self {
+ let sz = g.size() / 2;
+ Small(T::arbitrary(&mut StdGen::new(g, sz)))
+ }
+
+ fn shrink(&self) -> Box<dyn Iterator<Item = Self>> {
+ Box::new((**self).shrink().map(Small))
+ }
+}
generated by cgit v1.2.3 (git 2.39.1) at 2025-02-04 19:32:07 +0000