1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
use crate::snapshot_vec::{SnapshotVec, SnapshotVecDelegate};
use rustc_index::bit_set::BitSet;
use std::fmt::Debug;
#[cfg(test)]
mod tests;
pub struct Graph<N, E> {
nodes: SnapshotVec<Node<N>>,
edges: SnapshotVec<Edge<E>>,
}
pub struct Node<N> {
first_edge: [EdgeIndex; 2], pub data: N,
}
#[derive(Debug)]
pub struct Edge<E> {
next_edge: [EdgeIndex; 2], source: NodeIndex,
target: NodeIndex,
pub data: E,
}
impl<N> SnapshotVecDelegate for Node<N> {
type Value = Node<N>;
type Undo = ();
fn reverse(_: &mut Vec<Node<N>>, _: ()) {}
}
impl<N> SnapshotVecDelegate for Edge<N> {
type Value = Edge<N>;
type Undo = ();
fn reverse(_: &mut Vec<Edge<N>>, _: ()) {}
}
#[derive(Copy, Clone, PartialEq, Debug)]
pub struct NodeIndex(pub usize);
#[derive(Copy, Clone, PartialEq, Debug)]
pub struct EdgeIndex(pub usize);
pub const INVALID_EDGE_INDEX: EdgeIndex = EdgeIndex(usize::MAX);
#[derive(Copy, Clone, Debug, PartialEq)]
pub struct Direction {
repr: usize,
}
pub const OUTGOING: Direction = Direction { repr: 0 };
pub const INCOMING: Direction = Direction { repr: 1 };
impl NodeIndex {
pub fn node_id(self) -> usize {
self.0
}
}
impl<N: Debug, E: Debug> Graph<N, E> {
pub fn new() -> Graph<N, E> {
Graph { nodes: SnapshotVec::new(), edges: SnapshotVec::new() }
}
pub fn with_capacity(nodes: usize, edges: usize) -> Graph<N, E> {
Graph { nodes: SnapshotVec::with_capacity(nodes), edges: SnapshotVec::with_capacity(edges) }
}
#[inline]
pub fn all_nodes(&self) -> &[Node<N>] {
&self.nodes
}
#[inline]
pub fn len_nodes(&self) -> usize {
self.nodes.len()
}
#[inline]
pub fn all_edges(&self) -> &[Edge<E>] {
&self.edges
}
#[inline]
pub fn len_edges(&self) -> usize {
self.edges.len()
}
pub fn next_node_index(&self) -> NodeIndex {
NodeIndex(self.nodes.len())
}
pub fn add_node(&mut self, data: N) -> NodeIndex {
let idx = self.next_node_index();
self.nodes.push(Node { first_edge: [INVALID_EDGE_INDEX, INVALID_EDGE_INDEX], data });
idx
}
pub fn mut_node_data(&mut self, idx: NodeIndex) -> &mut N {
&mut self.nodes[idx.0].data
}
pub fn node_data(&self, idx: NodeIndex) -> &N {
&self.nodes[idx.0].data
}
pub fn node(&self, idx: NodeIndex) -> &Node<N> {
&self.nodes[idx.0]
}
pub fn next_edge_index(&self) -> EdgeIndex {
EdgeIndex(self.edges.len())
}
pub fn add_edge(&mut self, source: NodeIndex, target: NodeIndex, data: E) -> EdgeIndex {
debug!("graph: add_edge({:?}, {:?}, {:?})", source, target, data);
let idx = self.next_edge_index();
let source_first = self.nodes[source.0].first_edge[OUTGOING.repr];
let target_first = self.nodes[target.0].first_edge[INCOMING.repr];
self.edges.push(Edge { next_edge: [source_first, target_first], source, target, data });
self.nodes[source.0].first_edge[OUTGOING.repr] = idx;
self.nodes[target.0].first_edge[INCOMING.repr] = idx;
idx
}
pub fn edge(&self, idx: EdgeIndex) -> &Edge<E> {
&self.edges[idx.0]
}
pub fn enumerated_nodes(&self) -> impl Iterator<Item = (NodeIndex, &Node<N>)> {
self.nodes.iter().enumerate().map(|(idx, n)| (NodeIndex(idx), n))
}
pub fn enumerated_edges(&self) -> impl Iterator<Item = (EdgeIndex, &Edge<E>)> {
self.edges.iter().enumerate().map(|(idx, e)| (EdgeIndex(idx), e))
}
pub fn each_node<'a>(&'a self, mut f: impl FnMut(NodeIndex, &'a Node<N>) -> bool) -> bool {
self.enumerated_nodes().all(|(node_idx, node)| f(node_idx, node))
}
pub fn each_edge<'a>(&'a self, mut f: impl FnMut(EdgeIndex, &'a Edge<E>) -> bool) -> bool {
self.enumerated_edges().all(|(edge_idx, edge)| f(edge_idx, edge))
}
pub fn outgoing_edges(&self, source: NodeIndex) -> AdjacentEdges<'_, N, E> {
self.adjacent_edges(source, OUTGOING)
}
pub fn incoming_edges(&self, source: NodeIndex) -> AdjacentEdges<'_, N, E> {
self.adjacent_edges(source, INCOMING)
}
pub fn adjacent_edges(
&self,
source: NodeIndex,
direction: Direction,
) -> AdjacentEdges<'_, N, E> {
let first_edge = self.node(source).first_edge[direction.repr];
AdjacentEdges { graph: self, direction, next: first_edge }
}
pub fn successor_nodes<'a>(
&'a self,
source: NodeIndex,
) -> impl Iterator<Item = NodeIndex> + 'a {
self.outgoing_edges(source).targets()
}
pub fn predecessor_nodes<'a>(
&'a self,
target: NodeIndex,
) -> impl Iterator<Item = NodeIndex> + 'a {
self.incoming_edges(target).sources()
}
pub fn depth_traverse(
&self,
start: NodeIndex,
direction: Direction,
) -> DepthFirstTraversal<'_, N, E> {
DepthFirstTraversal::with_start_node(self, start, direction)
}
pub fn nodes_in_postorder(
&self,
direction: Direction,
entry_node: NodeIndex,
) -> Vec<NodeIndex> {
let mut visited = BitSet::new_empty(self.len_nodes());
let mut stack = vec![];
let mut result = Vec::with_capacity(self.len_nodes());
let mut push_node = |stack: &mut Vec<_>, node: NodeIndex| {
if visited.insert(node.0) {
stack.push((node, self.adjacent_edges(node, direction)));
}
};
for node in
Some(entry_node).into_iter().chain(self.enumerated_nodes().map(|(node, _)| node))
{
push_node(&mut stack, node);
while let Some((node, mut iter)) = stack.pop() {
if let Some((_, child)) = iter.next() {
let target = child.source_or_target(direction);
stack.push((node, iter));
push_node(&mut stack, target);
} else {
result.push(node);
}
}
}
assert_eq!(result.len(), self.len_nodes());
result
}
}
pub struct AdjacentEdges<'g, N, E> {
graph: &'g Graph<N, E>,
direction: Direction,
next: EdgeIndex,
}
impl<'g, N: Debug, E: Debug> AdjacentEdges<'g, N, E> {
fn targets(self) -> impl Iterator<Item = NodeIndex> + 'g {
self.map(|(_, edge)| edge.target)
}
fn sources(self) -> impl Iterator<Item = NodeIndex> + 'g {
self.map(|(_, edge)| edge.source)
}
}
impl<'g, N: Debug, E: Debug> Iterator for AdjacentEdges<'g, N, E> {
type Item = (EdgeIndex, &'g Edge<E>);
fn next(&mut self) -> Option<(EdgeIndex, &'g Edge<E>)> {
let edge_index = self.next;
if edge_index == INVALID_EDGE_INDEX {
return None;
}
let edge = self.graph.edge(edge_index);
self.next = edge.next_edge[self.direction.repr];
Some((edge_index, edge))
}
fn size_hint(&self) -> (usize, Option<usize>) {
(0, Some(self.graph.len_edges()))
}
}
pub struct DepthFirstTraversal<'g, N, E> {
graph: &'g Graph<N, E>,
stack: Vec<NodeIndex>,
visited: BitSet<usize>,
direction: Direction,
}
impl<'g, N: Debug, E: Debug> DepthFirstTraversal<'g, N, E> {
pub fn with_start_node(
graph: &'g Graph<N, E>,
start_node: NodeIndex,
direction: Direction,
) -> Self {
let mut visited = BitSet::new_empty(graph.len_nodes());
visited.insert(start_node.node_id());
DepthFirstTraversal { graph, stack: vec![start_node], visited, direction }
}
fn visit(&mut self, node: NodeIndex) {
if self.visited.insert(node.node_id()) {
self.stack.push(node);
}
}
}
impl<'g, N: Debug, E: Debug> Iterator for DepthFirstTraversal<'g, N, E> {
type Item = NodeIndex;
fn next(&mut self) -> Option<NodeIndex> {
let next = self.stack.pop();
if let Some(idx) = next {
for (_, edge) in self.graph.adjacent_edges(idx, self.direction) {
let target = edge.source_or_target(self.direction);
self.visit(target);
}
}
next
}
fn size_hint(&self) -> (usize, Option<usize>) {
let remaining = self.graph.len_nodes() - self.visited.count();
(remaining, Some(remaining))
}
}
impl<'g, N: Debug, E: Debug> ExactSizeIterator for DepthFirstTraversal<'g, N, E> {}
impl<E> Edge<E> {
pub fn source(&self) -> NodeIndex {
self.source
}
pub fn target(&self) -> NodeIndex {
self.target
}
pub fn source_or_target(&self, direction: Direction) -> NodeIndex {
if direction == OUTGOING { self.target } else { self.source }
}
}