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
pub fn doubling(a: &Vec<usize>) -> Vec<usize> {
let n = a.len();
let mut rank = crate::array_compression::compress(&a).keys;
let mut k = 1usize;
let mut key = vec![0; n];
let mut sa = vec![0; n];
loop {
for i in 0..n {
key[i] = rank[i] << 30;
if i + k < n {
key[i] |= 1 + rank[i + k];
}
sa[i] = i;
}
sa.sort_by_key(|&x| key[x]);
rank[sa[0]] = 0;
for i in 0..n - 1 {
rank[sa[i + 1]] = rank[sa[i]];
if key[sa[i + 1]] > key[sa[i]] {
rank[sa[i + 1]] += 1;
}
}
k <<= 1;
if k >= n {
break;
}
}
sa
}
pub fn doubling_counting_sort(a: &Vec<usize>) -> Vec<usize> {
let n = a.len();
let counting_sort_key = |a: &Vec<usize>| -> Vec<usize> {
let mut cnt = vec![0; n + 2];
for &x in a.iter() {
cnt[x + 1] += 1;
}
let mut key = vec![0; n];
for i in 0..n {
cnt[i + 1] += cnt[i];
}
for i in 0..n {
key[cnt[a[i]]] = i;
cnt[a[i]] += 1;
}
key
};
let mut rank = crate::array_compression::compress(&a).keys;
let mut k = 1usize;
let mut key = vec![0; n];
let mut first = vec![0; n];
let mut second = vec![0; n];
let mut sa = vec![0; n];
loop {
for i in 0..n {
second[i] = if i + k < n { 1 + rank[i + k] } else { 0 };
}
let rank_second = counting_sort_key(&second);
for i in 0..n {
first[i] = rank[rank_second[i]];
}
let rank_first = counting_sort_key(&first);
for i in 0..n {
sa[i] = rank_second[rank_first[i]];
}
for i in 0..n {
key[i] = first[rank_first[i]] << 30 | second[sa[i]];
}
rank[sa[0]] = 0;
for i in 0..n - 1 {
rank[sa[i + 1]] = rank[sa[i]];
if key[i + 1] > key[i] {
rank[sa[i + 1]] += 1;
}
}
k <<= 1;
if k >= n {
break;
}
}
sa
}
pub fn sais_recurse(a: &Vec<usize>) -> Vec<usize> {
assert!(a.len() > 0);
let mn = *a.iter().min().unwrap();
let mut a = a.iter().map(|x| x - mn + 1).collect::<Vec<usize>>();
a.push(0);
let n = a.len();
let m = a.iter().max().unwrap() + 1;
let mut is_s = vec![true; n];
let mut is_lms = vec![false; n];
let mut lms = Vec::with_capacity(n);
for i in (1..n).rev() {
is_s[i - 1] = if a[i - 1] == a[i] {
is_s[i]
} else {
a[i - 1] < a[i]
};
is_lms[i] = !is_s[i - 1] && is_s[i];
if is_lms[i] {
lms.push(i);
}
}
lms.reverse();
let mut bucket = vec![0usize; m];
for &x in a.iter() {
bucket[x] += 1;
}
let induce = |lms: &Vec<usize>| -> Vec<usize> {
let mut sa = vec![n; n];
let mut sa_idx = bucket.clone();
for i in 0..m - 1 {
sa_idx[i + 1] += sa_idx[i];
}
for &i in lms.iter().rev() {
sa_idx[a[i]] -= 1;
sa[sa_idx[a[i]]] = i;
}
sa_idx = bucket.clone();
let mut s = 0usize;
for i in 0..m {
sa_idx[i] += s;
std::mem::swap(&mut s, &mut sa_idx[i]);
}
for i in 0..n {
if sa[i] == n || sa[i] == 0 {
continue;
}
let i = sa[i] - 1;
if !is_s[i] {
sa[sa_idx[a[i]]] = i;
sa_idx[a[i]] += 1;
}
}
sa_idx = bucket.clone();
for i in 0..m - 1 {
sa_idx[i + 1] += sa_idx[i];
}
for i in (0..n).rev() {
if sa[i] == n || sa[i] == 0 {
continue;
}
let i = sa[i] - 1;
if is_s[i] {
sa_idx[a[i]] -= 1;
sa[sa_idx[a[i]]] = i;
}
}
sa
};
let sa = induce(&lms);
let mut lms_idx = Vec::with_capacity(n);
let mut rank = vec![n; n];
for &i in sa.iter() {
if is_lms[i] {
lms_idx.push(i);
};
}
let l = lms_idx.len();
let mut r = 0usize;
rank[n - 1] = r;
for i in 0..l - 1 {
let j = lms_idx[i];
let k = lms_idx[i + 1];
for d in 0..n {
let j_is_lms = is_lms[j + d];
let k_is_lms = is_lms[k + d];
if a[j + d] != a[k + d] || j_is_lms ^ k_is_lms {
r += 1;
break;
}
if d > 0 && j_is_lms | k_is_lms {
break;
}
}
rank[k] = r;
}
rank = rank.into_iter().filter(|&x| x != n).collect();
let mut lms_order: Vec<usize> = Vec::new();
if r == l - 1 {
lms_order.resize(l, n);
for i in 0..l {
lms_order[rank[i]] = i;
}
} else {
lms_order = sais_recurse(&rank);
}
lms = lms_order.iter().map(|&i| lms[i]).collect();
let sa = induce(&lms);
sa[1..].to_vec()
}
#[cfg(test)]
mod tests {
#[test]
fn suffix_array() {
let s = vec![
1, 1, 0, 0, 3, 3, 0, 0, 3, 3, 0, 0, 2, 2, 0, 0,
];
let answer = vec![
15, 14, 10, 6, 2, 11, 7, 3, 1, 0, 13, 12, 9, 5, 8, 4,
];
assert_eq!(super::sais_recurse(&s), answer,);
assert_eq!(super::doubling_counting_sort(&s), answer,);
assert_eq!(super::doubling(&s), answer,);
}
}