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
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
use std::iter::FromIterator;
#[derive(Clone, Debug, PartialEq)]
pub struct BitVector {
data: Vec<u64>,
}
impl BitVector {
#[inline]
pub fn new(num_bits: usize) -> BitVector {
let num_words = u64s(num_bits);
BitVector { data: vec![0; num_words] }
}
#[inline]
pub fn clear(&mut self) {
for p in &mut self.data {
*p = 0;
}
}
pub fn count(&self) -> usize {
self.data.iter().map(|e| e.count_ones() as usize).sum()
}
#[inline]
pub fn contains(&self, bit: usize) -> bool {
let (word, mask) = word_mask(bit);
(self.data[word] & mask) != 0
}
#[inline]
pub fn insert(&mut self, bit: usize) -> bool {
let (word, mask) = word_mask(bit);
let data = &mut self.data[word];
let value = *data;
let new_value = value | mask;
*data = new_value;
new_value != value
}
#[inline]
pub fn insert_all(&mut self, all: &BitVector) -> bool {
assert!(self.data.len() == all.data.len());
let mut changed = false;
for (i, j) in self.data.iter_mut().zip(&all.data) {
let value = *i;
*i = value | *j;
if value != *i {
changed = true;
}
}
changed
}
#[inline]
pub fn grow(&mut self, num_bits: usize) {
let num_words = u64s(num_bits);
if self.data.len() < num_words {
self.data.resize(num_words, 0)
}
}
#[inline]
pub fn iter<'a>(&'a self) -> BitVectorIter<'a> {
BitVectorIter {
iter: self.data.iter(),
current: 0,
idx: 0,
}
}
}
pub struct BitVectorIter<'a> {
iter: ::std::slice::Iter<'a, u64>,
current: u64,
idx: usize,
}
impl<'a> Iterator for BitVectorIter<'a> {
type Item = usize;
fn next(&mut self) -> Option<usize> {
while self.current == 0 {
self.current = if let Some(&i) = self.iter.next() {
if i == 0 {
self.idx += 64;
continue;
} else {
self.idx = u64s(self.idx) * 64;
i
}
} else {
return None;
}
}
let offset = self.current.trailing_zeros() as usize;
self.current >>= offset;
self.current >>= 1;
self.idx += offset + 1;
return Some(self.idx - 1);
}
}
impl FromIterator<bool> for BitVector {
fn from_iter<I>(iter: I) -> BitVector where I: IntoIterator<Item=bool> {
let iter = iter.into_iter();
let (len, _) = iter.size_hint();
let len = if len < 64 { 64 } else { len };
let mut bv = BitVector::new(len);
for (idx, val) in iter.enumerate() {
if idx > len {
bv.grow(idx);
}
if val {
bv.insert(idx);
}
}
bv
}
}
#[derive(Clone, Debug)]
pub struct BitMatrix {
columns: usize,
vector: Vec<u64>,
}
impl BitMatrix {
pub fn new(rows: usize, columns: usize) -> BitMatrix {
let u64s_per_row = u64s(columns);
BitMatrix {
columns,
vector: vec![0; rows * u64s_per_row],
}
}
fn range(&self, row: usize) -> (usize, usize) {
let u64s_per_row = u64s(self.columns);
let start = row * u64s_per_row;
(start, start + u64s_per_row)
}
pub fn add(&mut self, row: usize, column: usize) -> bool {
let (start, _) = self.range(row);
let (word, mask) = word_mask(column);
let vector = &mut self.vector[..];
let v1 = vector[start + word];
let v2 = v1 | mask;
vector[start + word] = v2;
v1 != v2
}
pub fn contains(&self, row: usize, column: usize) -> bool {
let (start, _) = self.range(row);
let (word, mask) = word_mask(column);
(self.vector[start + word] & mask) != 0
}
pub fn intersection(&self, a: usize, b: usize) -> Vec<usize> {
let (a_start, a_end) = self.range(a);
let (b_start, b_end) = self.range(b);
let mut result = Vec::with_capacity(self.columns);
for (base, (i, j)) in (a_start..a_end).zip(b_start..b_end).enumerate() {
let mut v = self.vector[i] & self.vector[j];
for bit in 0..64 {
if v == 0 {
break;
}
if v & 0x1 != 0 {
result.push(base * 64 + bit);
}
v >>= 1;
}
}
result
}
pub fn merge(&mut self, read: usize, write: usize) -> bool {
let (read_start, read_end) = self.range(read);
let (write_start, write_end) = self.range(write);
let vector = &mut self.vector[..];
let mut changed = false;
for (read_index, write_index) in (read_start..read_end).zip(write_start..write_end) {
let v1 = vector[write_index];
let v2 = v1 | vector[read_index];
vector[write_index] = v2;
changed = changed | (v1 != v2);
}
changed
}
pub fn iter<'a>(&'a self, row: usize) -> BitVectorIter<'a> {
let (start, end) = self.range(row);
BitVectorIter {
iter: self.vector[start..end].iter(),
current: 0,
idx: 0,
}
}
}
#[inline]
fn u64s(elements: usize) -> usize {
(elements + 63) / 64
}
#[inline]
fn word_mask(index: usize) -> (usize, u64) {
let word = index / 64;
let mask = 1 << (index % 64);
(word, mask)
}
#[test]
fn bitvec_iter_works() {
let mut bitvec = BitVector::new(100);
bitvec.insert(1);
bitvec.insert(10);
bitvec.insert(19);
bitvec.insert(62);
bitvec.insert(63);
bitvec.insert(64);
bitvec.insert(65);
bitvec.insert(66);
bitvec.insert(99);
assert_eq!(bitvec.iter().collect::<Vec<_>>(),
[1, 10, 19, 62, 63, 64, 65, 66, 99]);
}
#[test]
fn bitvec_iter_works_2() {
let mut bitvec = BitVector::new(319);
bitvec.insert(0);
bitvec.insert(127);
bitvec.insert(191);
bitvec.insert(255);
bitvec.insert(319);
assert_eq!(bitvec.iter().collect::<Vec<_>>(), [0, 127, 191, 255, 319]);
}
#[test]
fn union_two_vecs() {
let mut vec1 = BitVector::new(65);
let mut vec2 = BitVector::new(65);
assert!(vec1.insert(3));
assert!(!vec1.insert(3));
assert!(vec2.insert(5));
assert!(vec2.insert(64));
assert!(vec1.insert_all(&vec2));
assert!(!vec1.insert_all(&vec2));
assert!(vec1.contains(3));
assert!(!vec1.contains(4));
assert!(vec1.contains(5));
assert!(!vec1.contains(63));
assert!(vec1.contains(64));
}
#[test]
fn grow() {
let mut vec1 = BitVector::new(65);
for index in 0 .. 65 {
assert!(vec1.insert(index));
assert!(!vec1.insert(index));
}
vec1.grow(128);
for index in 0 .. 65 {
assert!(vec1.contains(index));
}
for index in 65 .. 128 {
assert!(!vec1.contains(index));
}
for index in 65 .. 128 {
assert!(vec1.insert(index));
assert!(!vec1.insert(index));
}
}
#[test]
fn matrix_intersection() {
let mut vec1 = BitMatrix::new(200, 200);
vec1.add(2, 3);
vec1.add(2, 6);
vec1.add(2, 10);
vec1.add(2, 64);
vec1.add(2, 65);
vec1.add(2, 130);
vec1.add(2, 160);
vec1.add(64, 133);
vec1.add(65, 2);
vec1.add(65, 8);
vec1.add(65, 10);
vec1.add(65, 64);
vec1.add(65, 68);
vec1.add(65, 133);
vec1.add(65, 160);
let intersection = vec1.intersection(2, 64);
assert!(intersection.is_empty());
let intersection = vec1.intersection(2, 65);
assert_eq!(intersection, &[10, 64, 160]);
}
#[test]
fn matrix_iter() {
let mut matrix = BitMatrix::new(64, 100);
matrix.add(3, 22);
matrix.add(3, 75);
matrix.add(2, 99);
matrix.add(4, 0);
matrix.merge(3, 5);
let expected = [99];
let mut iter = expected.iter();
for i in matrix.iter(2) {
let j = *iter.next().unwrap();
assert_eq!(i, j);
}
assert!(iter.next().is_none());
let expected = [22, 75];
let mut iter = expected.iter();
for i in matrix.iter(3) {
let j = *iter.next().unwrap();
assert_eq!(i, j);
}
assert!(iter.next().is_none());
let expected = [0];
let mut iter = expected.iter();
for i in matrix.iter(4) {
let j = *iter.next().unwrap();
assert_eq!(i, j);
}
assert!(iter.next().is_none());
let expected = [22, 75];
let mut iter = expected.iter();
for i in matrix.iter(5) {
let j = *iter.next().unwrap();
assert_eq!(i, j);
}
assert!(iter.next().is_none());
}