-
Notifications
You must be signed in to change notification settings - Fork 1
Expand file tree
/
Copy pathhirschberg.cpp
More file actions
348 lines (312 loc) · 12.6 KB
/
hirschberg.cpp
File metadata and controls
348 lines (312 loc) · 12.6 KB
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
//
// Created by Rahul Govind on 06/12/18.
//
#include "hirscherg.h"
#include "russians.h"
#include <chrono>
#include<bits/stdc++.h>
using namespace std;
using namespace std::chrono;
#define INDEL -1
#define MATCH 0
#define MISMATCH -1
#define NDEBUG
int calculate_alignment_score(string &seq1_align, string &seq2_align, map<string, int> &scoring) {
int score = 0;
for (int i = 0; i < seq1_align.size(); ++i) {
if (seq1_align[i] == '-' || seq2_align[i] == '-')
score += scoring["indel"];
else if (seq1_align[i] != seq2_align[i])
score += scoring["mismatch"];
else
score += scoring["match"];
}
return score;
}
vector<int> russians_prefix(int i1, int j1, int i2, int j2,
string &seq1, string &seq2, char *cache, int t, int s) {
vector<char> v, w;
for (int i = i1; i <= i2; i++) {
v.push_back(seq1[i] - '0');
}
for (int j = j1; j <= j2; j++) {
w.push_back(seq2[j] - '0');
}
vector<int> result = russians(v, w, s, t, cache);
for (int i = 0; i < result.size(); i++) {
result[i] = -result[i];
}
return result;
}
vector<int> russians_suffix(int i1, int j1, int i2, int j2,
string &seq1, string &seq2, char *cache, int t, int s) {
vector<char> v, w;
for (int i = i1 + 1; i <= i2; i++) {
v.push_back(seq1[i] - '0');
}
v.push_back(0);
reverse(v.begin(), v.end());
for (int j = j1 + 1; j <= j2; j++) {
w.push_back(seq2[j] - '0');
}
w.push_back(0);
reverse(w.begin(), w.end());
vector<int> result = russians(v, w, s, t, cache);
reverse(result.begin(), result.end());
for (int i = 0; i < result.size(); i++) {
result[i] = -result[i];
}
return result;
}
vector<int> prefix(int i1, int j1, int i2, int j2, string &seq1, string &seq2, map<string, int> &scoring) {
// 2-column solution
int col_length = i2 - i1 + 1;
vector<int> col1, col2(col_length);
for (int i = 0; i < col_length; ++i)
col1.push_back(-i);
col2 = col1;
for (int j = j1 + 1; j <= j2; j++) {
for (int i = 0; i < col_length; ++i) {
int max = col1[i] + INDEL;
if (i > 0) { // j > j1 always
max = max > (col2[i - 1] + INDEL) ? max : (col2[i - 1] + INDEL);
int character_compare_score = 0;
if (seq1[i1 + i] == seq2[j])
character_compare_score = MATCH;
else
character_compare_score = MISMATCH;
max = max > (col1[i - 1] + character_compare_score) ? max : (col1[i - 1] + character_compare_score);
}
col2[i] = max;
}
if (j < j2)
col1 = col2;
}
return col2;
}
vector<int> suffix(int i1, int j1, int i2, int j2, string &seq1, string &seq2, map<string, int> &scoring) {
// 2-column solution
int col_length = i2 - i1 + 1;
vector<int> col1(col_length), col2(col_length);
for (int i = col_length - 1; i >= 0; --i)
col1[col_length - 1 - i] = -i;
col2 = col1;
for (int j = j2 - 1; j >= j1; --j) {
for (int i = col_length - 1; i >= 0; --i) {
int max = col1[i] + INDEL;
if (i < col_length - 1) {
max = max > (col2[i + 1] + INDEL) ? max : (col2[i + 1] + INDEL);
int character_compare_score = 0;
if (seq1[i1 + i + 1] == seq2[j + 1])
character_compare_score = MATCH;
else
character_compare_score = MISMATCH;
max = max > (col1[i + 1] + character_compare_score) ? max : (col1[i + 1] + character_compare_score);
}
col2[i] = max;
}
col1 = col2;
}
return col2;
}
vector<int> _find_i_star_list(int i1, int j1, int i2, int j2, int j, string &seq1, string &seq2,
map<string, int> &scoring) {
vector<int> pre = prefix(i1, j1, i2, j, seq1, seq2, scoring);
vector<int> suf = suffix(i1, j, i2, j2, seq1, seq2, scoring);
int max = pre[0] + suf[0], list_begin_ix = 0;
for (int i = 0; i < pre.size(); ++i) {
if (max < pre[i] + suf[i]) {
max = pre[i] + suf[i];
list_begin_ix = i;
}
}
vector<int> i_star_list;
i_star_list.push_back(i1 + list_begin_ix);
for (int i = list_begin_ix + 1; i < pre.size(); ++i) {
if ((pre[i] == pre[i - 1] + INDEL) && max == pre[i] + suf[i])
i_star_list.push_back(i1 + i);
else
break;
}
return i_star_list;
}
vector<int> _find_i_star_list_russian(int i1, int j1, int i2, int j2, int j, string &seq1, string &seq2,
char *cache, int t, int s) {
vector<int> pre = russians_prefix(i1, j1, i2, j, seq1, seq2, cache, t, s);
vector<int> suf = russians_suffix(i1, j, i2, j2, seq1, seq2, cache, t, s);
int max = pre[0] + suf[0], list_begin_ix = 0;
for (int i = 0; i < pre.size(); ++i) {
if (max < pre[i] + suf[i]) {
max = pre[i] + suf[i];
list_begin_ix = i;
}
}
vector<int> i_star_list;
i_star_list.push_back(i1 + list_begin_ix);
for (int i = list_begin_ix + 1; i < pre.size(); ++i) {
if ((pre[i] == pre[i - 1] - 1) && max == pre[i] + suf[i])
i_star_list.push_back(i1 + i);
else
break;
}
return i_star_list;
}
/*
* _hirschberg_standard runs the standard hirschberg algorithm for global alignment _without_ four russians
*/
void _hirschberg_standard(int i1, int j1, int i2, int j2, string &seq1, string &seq2, map<string, int> &scoring,
map<int, vector<int> > &result) {
if (j1 >= j2 - 1) {
if (j1 == 0) {
result[0] = _find_i_star_list(i1, j1, i2, j2, 0, seq1, seq2, scoring);
}
if (j2 == seq2.size() - 1) {
result[seq2.size() - 1] = _find_i_star_list(i1, j1, i2, j2, seq2.size() - 1, seq1, seq2, scoring);
}
return;
}
vector<int> i_star_list = _find_i_star_list(i1, j1, i2, j2, (j1 + ((j2 - j1) / 2)), seq1, seq2, scoring);
result[(j1 + ((j2 - j1) / 2))] = i_star_list;
_hirschberg_standard(i1, j1, i_star_list.front(), (j1 + ((j2 - j1) / 2)), seq1, seq2, scoring, result);
_hirschberg_standard(i_star_list.back(), (j1 + ((j2 - j1) / 2)), i2, j2, seq1, seq2, scoring, result);
}
/*
* _hirschberg_russians` runs the hirschberg algorithm for global alignment _wiht_ the four russaisn
*/
void _hirschberg_russians(int i1, int j1, int i2, int j2, string &seq1, string &seq2, map<string, int> &scoring,
map<int, vector<int> > &result, char *cache, int s, int t) {
if (j1 >= j2 - 1) {
if (j1 == 0) {
result[0] = _find_i_star_list_russian(i1, j1, i2, j2, 0, seq1, seq2, cache, t, s);
}
if (j2 == seq2.size() - 1) {
result[seq2.size() - 1] = _find_i_star_list_russian(i1, j1, i2, j2, seq2.size() - 1, seq1, seq2,
cache, t, s);
}
return;
}
vector<int> i_star_list = _find_i_star_list_russian(i1, j1, i2, j2, (j1 + ((j2 - j1) / 2)), seq1, seq2,
cache, t, s);
result[(j1 + ((j2 - j1) / 2))] = i_star_list;
_hirschberg_russians(i1, j1, i_star_list.front(), (j1 + ((j2 - j1) / 2)), seq1, seq2, scoring, result, cache, s, t);
_hirschberg_russians(i_star_list.back(), (j1 + ((j2 - j1) / 2)), i2, j2, seq1, seq2, scoring, result, cache, s, t);
}
pstring make_alignment(map<int, vector<int>> &result, string &seq1, string &seq2) {
vector<pair<int, int> > flat_report;
for (int j = 0; j < seq2.length(); j++) {
for (auto i: result[j]) {
flat_report.push_back(make_pair(i, j));
}
}
assert(flat_report.front().first == 0);
assert(flat_report.front().second == 0);
vector<char> align1;
vector<char> align2;
for (int k = 1; k < flat_report.size(); k++) {
pair<int, int> prev = flat_report[k - 1];
pair<int, int> curr = flat_report[k];
if (curr.first == prev.first) {
assert(curr.second == prev.second + 1);
align1.push_back('-');
align2.push_back(seq2[curr.second]);
} else if (curr.second == prev.second) {
if (curr.first != prev.first + 1) {
cerr << "Prev: " << prev.first << "\t" << prev.second << endl;
cerr << "Curr: " << curr.first << "\t" << curr.second << endl;
}
assert(curr.first == prev.first + 1);
align1.push_back(seq1[curr.first]);
align2.push_back('-');
} else {
if (curr.first != prev.first + 1 || curr.second != prev.second + 1) {
cerr << "Prev: " << prev.first << "\t" << prev.second << endl;
cerr << "Curr: " << curr.first << "\t" << curr.second << endl;
}
assert(curr.first == prev.first + 1);
assert(curr.second == prev.second + 1);
align1.push_back(seq1[curr.first]);
align2.push_back(seq2[curr.second]);
}
}
if (flat_report.back().first != seq1.size() - 1) {
cerr << "Problemo: " << flat_report.back().first << endl;
cout << "Last column: ";
print_vector(result[seq2.length() - 1]);
cout << endl;
}
assert(flat_report.back().first == seq1.size() - 1);
assert(flat_report.back().second == seq2.size() - 1);
return make_pair(string(align1.begin(), align1.end()), string(align2.begin(), align2.end()));
}
//
//pstring make_alignment(map<int, vector<int> > &result, string &seq1, string &seq2) {
// string seq1_align, seq2_align;
// int next_col_first_cell = seq1.size();
// map<int, vector<int> >::reverse_iterator riter = result.rbegin();
//
// for (; riter != result.rend(); ++riter) {
// int col_no = riter->first;
// bool col_started = false;
// for (int i = riter->second.size() - 1; i >= 0; --i) {
// if (!col_started) {
// if (riter->second[i] > next_col_first_cell)
// continue;
// if (riter->second[i] == next_col_first_cell) {
// seq1_align.push_back('-');
// seq2_align.push_back(seq2[col_no + 1]);
// } else if (riter->second[i] == next_col_first_cell - 1) {
// if (riter != result.rbegin()) {
// seq1_align.push_back(seq1[next_col_first_cell]);
// seq2_align.push_back(seq2[col_no + 1]);
// }
// }
// col_started = true;
// } else {
// seq1_align.push_back(seq1[riter->second[i + 1]]);
// seq2_align.push_back('-');
// }
// }
// next_col_first_cell = riter->second[0];
// }
// reverse(seq1_align.begin(), seq1_align.end());
// reverse(seq2_align.begin(), seq2_align.end());
//
// return make_pair(seq1_align, seq2_align);
//}
pstring hirschberg_standard(string seq1, string seq2, map<string, int> &scoring) {
map<int, vector<int> > report;
if (seq1.size() < seq2.size()) // keeping sequence2 as the shorter sequence
swap(seq1, seq2);
seq1 = "0" + seq1;
seq2 = "0" + seq2;
_hirschberg_standard(0, 0, seq1.size() - 1, seq2.size() - 1, seq1, seq2, scoring, report);
pstring result = make_alignment(report, seq1, seq2);
fprintf(stderr, "Our alignment score: %d\n", calculate_alignment_score(result.first, result.second, scoring));
return result;
}
pstring hirschberg_standard(string seq1, string seq2) {
map<string, int> scoring;
scoring["indel"] = -1;
scoring["mismatch"] = -1;
scoring["match"] = 0;
return hirschberg_standard(seq1, seq2, scoring);
}
pstring hirschberg_russians(string seq1, string seq2, int s, int t) {
auto t1 = high_resolution_clock::now();
char *cache = calculate_or_load_cache(t, s);
auto t2 = high_resolution_clock::now();
printf("Loading cache took %lld milliseconds\n", duration_cast<milliseconds>(t2 - t1).count());
map<string, int> scoring;
scoring["indel"] = -1;
scoring["mismatch"] = -1;
scoring["match"] = 0;
if (seq1.size() < seq2.size()) // keeping sequence2 as the shorter sequence
swap(seq1, seq2);
map<int, vector<int> > report;
seq1 = "0" + seq1;
seq2 = "0" + seq2;
_hirschberg_russians(0, 0, seq1.size() - 1, seq2.size() - 1, seq1, seq2, scoring, report, cache, s, t);
pstring result = make_alignment(report, seq1, seq2);
fprintf(stderr, "Our alignment score: %d\n", calculate_alignment_score(result.first, result.second, scoring));
return result;
}