Add depth-first search algorithms and tests
This commit is contained in:
@@ -186,3 +186,77 @@ where
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}
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}
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(distances, None)
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(distances, None)
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}
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}
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pub struct DfsResult<V: Copy> {
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pub visited: VertexMap<V, bool>,
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pub predecessors: VertexMap<V, Option<V>>,
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}
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pub fn dfs<G>(graph: &G, source: G::Vertex) -> DfsResult<G::Vertex>
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where
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G: GraphTopology,
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{
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let mut predecessors = graph.vertex_map(None);
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let (visited, _) = dfs_impl(graph, source, |neighbor, predecessor| {
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predecessors[neighbor] = Some(predecessor);
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true
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});
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DfsResult {
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visited,
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predecessors,
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}
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}
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pub fn dfs_visited<G>(graph: &G, source: G::Vertex) -> VertexMap<G::Vertex, bool>
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where
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G: GraphTopology,
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{
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dfs_impl(graph, source, |_, _| true).0
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}
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pub fn dfs_find<G>(graph: &G, source: G::Vertex, target: G::Vertex) -> bool
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where
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G: GraphTopology,
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{
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dfs_find_where(graph, source, |v| v == target).is_some()
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}
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pub fn dfs_find_where<G, P>(graph: &G, source: G::Vertex, predicate: P) -> Option<G::Vertex>
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where
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G: GraphTopology,
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P: Fn(G::Vertex) -> bool,
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{
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if predicate(source) {
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return Some(source);
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}
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dfs_impl(graph, source, |neighbor, _| !predicate(neighbor)).1
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}
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fn dfs_impl<G, F>(
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graph: &G,
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source: G::Vertex,
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mut on_discover: F,
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) -> (VertexMap<G::Vertex, bool>, Option<G::Vertex>)
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where
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G: GraphTopology,
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F: FnMut(G::Vertex, G::Vertex) -> bool,
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{
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let mut visited = graph.vertex_map(false);
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visited[source] = true;
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let mut stack = vec![(source, None::<G::Vertex>)];
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while let Some((v, predecessor)) = stack.pop() {
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if let Some(p) = predecessor {
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if !on_discover(v, p) {
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return (visited, Some(v));
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}
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}
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for neighbor in graph.adjacent_vertices(v) {
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if !visited[neighbor] {
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visited[neighbor] = true;
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stack.push((neighbor, Some(v)));
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}
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}
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}
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(visited, None)
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}
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@@ -1,4 +1,5 @@
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pub(crate) mod bfs_testing;
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pub(crate) mod bfs_testing;
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pub(crate) mod dfs_testing;
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pub(crate) mod dijkstra_testing;
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pub(crate) mod dijkstra_testing;
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pub(crate) mod graph_topology_testing;
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pub(crate) mod graph_topology_testing;
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pub(crate) mod maps_testing;
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pub(crate) mod maps_testing;
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@@ -0,0 +1,201 @@
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#[macro_export]
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macro_rules! dfs_tests {
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($T:ty) => {
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#[test]
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fn dfs_single_vertex() {
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use $crate::traits::GraphTopology;
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let mut graph = <$T>::new();
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let v = graph.add_vertex();
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let result = $crate::algorithms::dfs(&graph, v);
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assert!(result.visited[v], "source vertex should be visited");
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assert_eq!(
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result.predecessors[v], None,
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"unexpected predecessor of source vertex"
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);
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}
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#[test]
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fn dfs_disconnected() {
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let (graph, vertices) = make_test_graph_disconnected();
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let result = $crate::algorithms::dfs(&graph, vertices[0]);
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assert!(
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result.visited[vertices[0]],
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"source vertex should be visited"
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);
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assert_eq!(
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result.predecessors[vertices[0]], None,
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"unexpected predecessor of source vertex"
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);
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for &v in &vertices[1..3] {
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assert!(
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!result.visited[v],
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"disconnected vertex {v:?} should not be visited"
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);
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assert_eq!(
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result.predecessors[v], None,
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"disconnected vertex {v:?} should have no predecessor"
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);
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}
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}
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#[test]
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fn dfs() {
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let (graph, vertices, _, _) = make_test_graph();
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let result = $crate::algorithms::dfs(&graph, vertices[0]);
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assert_dfs_visited(&result.visited, &vertices);
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assert_dfs_predecessors(&graph, &result.visited, &result.predecessors, &vertices);
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}
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#[test]
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fn dfs_visited_single_vertex() {
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use $crate::traits::GraphTopology;
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let mut graph = <$T>::new();
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let v = graph.add_vertex();
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let visited = $crate::algorithms::dfs_visited(&graph, v);
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assert!(visited[v], "source vertex should be visited");
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}
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#[test]
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fn dfs_visited_disconnected() {
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let (graph, vertices) = make_test_graph_disconnected();
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let visited = $crate::algorithms::dfs_visited(&graph, vertices[0]);
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assert!(visited[vertices[0]], "source vertex should be visited");
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for &v in &vertices[1..3] {
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assert!(
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!visited[v],
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"disconnected vertex {v:?} should not be visited"
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);
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}
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}
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#[test]
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fn dfs_visited() {
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let (graph, vertices, _, _) = make_test_graph();
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let visited = $crate::algorithms::dfs_visited(&graph, vertices[0]);
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assert_dfs_visited(&visited, &vertices);
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}
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#[test]
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fn dfs_find_source() {
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use $crate::traits::GraphTopology;
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let mut graph = <$T>::new();
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let v = graph.add_vertex();
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assert!(
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$crate::algorithms::dfs_find(&graph, v, v),
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"source should find itself"
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);
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}
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#[test]
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fn dfs_find_disconnected() {
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let (graph, vertices) = make_test_graph_disconnected();
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assert!(
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!$crate::algorithms::dfs_find(&graph, vertices[0], vertices[1]),
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"disconnected target should not be found"
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);
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}
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#[test]
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fn dfs_find() {
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let (graph, vertices, _, _) = make_test_graph();
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for i in 0..10 {
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assert!(
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$crate::algorithms::dfs_find(&graph, vertices[0], vertices[i]),
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"vertex {:?} should be reachable from {:?}",
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vertices[i],
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vertices[0]
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);
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}
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}
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#[test]
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fn dfs_find_where_source_matches() {
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use $crate::traits::GraphTopology;
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let mut graph = <$T>::new();
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let v = graph.add_vertex();
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assert_eq!(
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$crate::algorithms::dfs_find_where(&graph, v, |u| u == v),
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Some(v),
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"source should find itself"
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);
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}
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#[test]
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fn dfs_find_where_disconnected() {
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let (graph, vertices) = make_test_graph_disconnected();
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assert_eq!(
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$crate::algorithms::dfs_find_where(&graph, vertices[0], |v| v == vertices[1]),
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None,
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"disconnected vertex {:?} should not be found",
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vertices[1]
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);
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}
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#[test]
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fn dfs_find_where_no_match() {
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let (graph, vertices, _, _) = make_test_graph();
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assert_eq!(
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$crate::algorithms::dfs_find_where(&graph, vertices[0], |_| false),
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None,
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"no vertex should match an always-false predicate"
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);
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}
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#[test]
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fn dfs_find_where_adjacent() {
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let (graph, vertices, _, _) = make_test_graph();
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assert_eq!(
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$crate::algorithms::dfs_find_where(&graph, vertices[0], |v| v == vertices[1]),
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Some(vertices[1]),
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"expected to find adjacent vertex"
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);
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}
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#[test]
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fn dfs_find_where() {
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let (graph, vertices, _, _) = make_test_graph();
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assert_eq!(
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$crate::algorithms::dfs_find_where(&graph, vertices[0], |v| v == vertices[9]),
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Some(vertices[9]),
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"expected to find connected vertex");
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}
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fn assert_dfs_visited(
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visited: &$crate::maps::VertexMap<<$T as $crate::traits::GraphTopology>::Vertex, bool>,
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vertices: &[<$T as $crate::traits::GraphTopology>::Vertex],
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) {
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for i in 0..10 {
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assert!(
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visited[vertices[i]],
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"vertex {:?} should be visited",
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vertices[i]
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);
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}
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}
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fn assert_dfs_predecessors(
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graph: &$T,
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visited: &$crate::maps::VertexMap<<$T as $crate::traits::GraphTopology>::Vertex, bool>,
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predecessors: &$crate::maps::VertexMap<
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<$T as $crate::traits::GraphTopology>::Vertex,
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Option<<$T as $crate::traits::GraphTopology>::Vertex>,
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>,
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vertices: &[<$T as $crate::traits::GraphTopology>::Vertex],
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) {
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use $crate::traits::GraphTopology;
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assert_eq!(
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predecessors[vertices[0]], None,
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"source should have no predecessor"
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);
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for i in 1..10 {
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let v = vertices[i];
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let p = predecessors[v].expect(&format!("vertex {v:?} should have a predecessor"));
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assert!(visited[p], "predecessor {p:?} of vertex {v:?} should be visited");
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assert!(
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graph.are_adjacent(v, p),
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"predecessor {p:?} of vertex {v:?} should be adjacent"
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);
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}
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}
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};
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}
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@@ -0,0 +1,13 @@
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mod append_graph_tests {
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use grapherity::models::append_graph::AppendGraph;
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grapherity::graph_topology_test_fixtures!(AppendGraph);
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grapherity::dfs_tests!(AppendGraph);
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}
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mod graph_tests {
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use grapherity::models::graph::Graph;
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grapherity::graph_topology_test_fixtures!(Graph);
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grapherity::dfs_tests!(Graph);
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}
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