-
Notifications
You must be signed in to change notification settings - Fork 0
/
levenshtein.cpp
324 lines (253 loc) · 8.34 KB
/
levenshtein.cpp
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
#include <iostream>
#include <iterator>
#include <vector>
#include <string>
#include <map>
#include <cmath>
#include "levenshtein.h"
#define NULA_CAST(g, idx) *((NulaState *) g->states[idx])
using namespace std;
/* Recursive transition comparisons */
bool canTransitionMatch (const string & query, const string & target) {
if (query.size() == 0 && target.size() == 0)
return true;
if (target[0] == 'x' || target[0] == query[0])
return canTransitionMatch (query.substr(1), target.substr(1));
return false;
}
int hashNula (int x, int y, int k);
Automaton * nula (const unsigned int k) {
Automaton * nul = new Automaton();
for (int y=0 ; y<=(int)k ; y++) {
for (int x=-y ; x<=y ; x++) {
NulaState * state = new NulaState(x, y);
// Self transition
string word = "";
for (int i=-(int)k ; i<x ; i++)
word += 'x';
word += '1';
for (int i=x+1 ; i<=(int)k ; i++)
word += 'x';
state->addTransition(state, word);
// Substitution
if (y > 0 && y != x && y != -x) {
NulaState & prev = (NulaState &) *(nul->states[hashNula(x, y-1, k)]);
string word = "";
for (int i=-(int)k ; i<x ; i++)
word += 'x';
word += '0';
for (int i=x+1 ; i<=(int)k ; i++)
word += 'x';
prev.addTransition(state, word);
}
// Insertion
if (x < y-1) {
NulaState & prev = (NulaState &) *(nul->states[hashNula(x+1, y-1, k)]);
string word = "";
for (int i=-(int)k ; i<=x ; i++)
word += 'x';
word += '0';
for (int i=x+2 ; i<=(int)k ; i++)
word += 'x';
prev.addTransition(state, word);
}
// Deletions
for (int del=1 ; del<=y ; del++) {
if (abs(x-del) > y-del)
break;
NulaState & prev = (NulaState &) *(nul->states[hashNula(x-del, y-del, k)]);
string word = "";
for (int i=-(int)k ; i<prev.x ; i++)
word += 'x';
for (int i=0 ; i<del ; i++)
word += '0';
word += '1';
for (int i=x ; i<(int)k ; i++)
word += 'x';
prev.addTransition(state, word);
}
nul->states[hashNula(x, y, k)] = state;
}
}
return nul;
}
// int hashNula (int x, int y, int k) {
// return (2*k+1) * y + (x+y);
// }
int hashNula (int x, int y, int k) {
return y*y + (x+y);
}
set<string> getTransitionsFrom(DulaState & state, Automaton & nul);
set<string> compressTransitions(const set<string> & transitions);
set<string> recurProcess (const set<string> & from, const string & current, int idx, int size);
string transitionsToString (set<int> statesHashs);
string contract (const string & val, const string & transition);
bool isDominated(int hash, int dominator);
Automaton * dula (const unsigned int k) {
Automaton * nul = nula (k);
Automaton & refNul = *(nul);
Automaton * dul = new Automaton();
vector<DulaState *> toProceed;
DulaState * init = new DulaState(0);
init->nulaStates.insert(0);
dul->states[0] = init;
toProceed.push_back(init);
// Temporary saves;
map<string, DulaState *> states;
states[init->toString()] = init;
int idx = 1;
while (toProceed.size() > 0) {
DulaState * currentState = *(toProceed.begin());
DulaState & refCurState = *currentState;
toProceed.erase(toProceed.begin());
// For all the possible transitions add an arc and possibily create a state
// Warning : This is the first stupid version. Code can be massively be improved in this section.
set<string> transitions = getTransitionsFrom(refCurState, refNul);
set<string> nexts;
for (set<string>::iterator it=transitions.begin() ; it != transitions.end() ; ++it) {
string transition = *it;
set<int> statesHashs;
// For all the nula states in the merged dula state
for (set<int>::iterator hashIt=refCurState.nulaStates.begin() ; hashIt!=refCurState.nulaStates.end() ; ++hashIt) {
State * nState = nul->states[*hashIt];
// For all the transitions in each nula state.
for (int i=0 ; i<nState->accessibleStates.size() ; i++) {
string & targetTransition = nState->transitions[i];
if (canTransitionMatch(transition, targetTransition)) {
NulaState * to = (NulaState *) nState->accessibleStates[i];
statesHashs.insert(hashNula(to->x, to->y, k));
}
}
}
// Find the subsumed states...
set<int> toRemove;
for (set<int>::iterator it=statesHashs.begin() ; it!=statesHashs.end() ; ++it)
for (set<int>::iterator jt=next(it) ; jt!=statesHashs.end() ; ++jt) {
if (isDominated(*it, *jt)) {
toRemove.insert(*it);
} else if (isDominated(*jt, *it)) {
toRemove.insert(*jt);
}
}
// ... and remove them from the contracted state.
for (set<int>::iterator it=toRemove.begin() ; it!=toRemove.end() ; ++it)
statesHashs.erase(*it);
string nextName = transitionsToString (statesHashs);
// Merge transitions if a link already exists between current and next state.
if (nexts.find(nextName) != nexts.end()) {
DulaState * nextState = states[nextName];
// If the nextState is already present in the accessible states vector
if (currentState->containsTranstionTo (nextState)) {
// Get the transition and contract it using the current one
string val = currentState->getTranstionTo (nextState);
val = contract (val, transition);
currentState->modifyTransitionTo(nextState, val);
continue;
}
//continue;
}
nexts.insert(nextName);
// Add the merged state if we found it for the first time.
if (states.find(nextName) == states.end()) {
DulaState * newState = new DulaState(idx);
for (set<int>::iterator itHash=statesHashs.begin() ; itHash!= statesHashs.end() ; ++itHash)
newState->nulaStates.insert(*itHash);
// Add the state to the final automaton
dul->states[idx++] = newState;
states[nextName] = newState;
toProceed.push_back(newState);
}
// Add the transition between the current and the next state.
State * nextState = states[nextName];
currentState->addTransition(nextState, transition);
}
}
delete nul;
return dul;
}
set<string> getTransitionsFrom(DulaState & state, Automaton & nul) {
std::set<string> transitions;
// Get all the transitions
for (set<int>::iterator it=state.nulaStates.begin() ; it!=state.nulaStates.end() ; ++it) {
int hash = *it;
State & nState = *(nul.states[hash]);
for (vector<string>::iterator it2=nState.transitions.begin() ; it2!=nState.transitions.end() ; ++it2) {
transitions.insert(*it2);
}
}
// Recursive process of the transitions
return recurProcess(transitions, "", 0, transitions.begin()->size());
}
set<string> recurProcess (const set<string> & from, const string & current, int idx, int size) {
set<string> transitions;
if (idx == size) {
transitions.insert(current);
} else {
bool similar = true;
char letter = (*(from.begin()))[idx];
for (set<string>::iterator it=from.begin() ; it!=from.end() ; ++it) {
string val = *it;
if (val[idx] != letter) {
similar = false;
break;
}
}
if (similar) {
set<string> tmp = recurProcess(from, current+letter, idx+1, size);
transitions.insert(tmp.begin(), tmp.end());
} else {
set<string> zero;
set<string> one;
for (set<string>::iterator it=from.begin() ; it!=from.end() ; ++it) {
string val = *it;
if (val[idx] == 'x' || val[idx] == '0')
zero.insert(val);
if (val[idx] == 'x' || val[idx] == '1')
one.insert(val);
}
set<string> tmp = recurProcess(zero, current+'0', idx+1, size);
transitions.insert(tmp.begin(), tmp.end());
tmp = recurProcess(one, current+'1', idx+1, size);
transitions.insert(tmp.begin(), tmp.end());
}
}
return transitions;
}
string transitionsToString (set<int> statesHashs) {
string val = "";
set<int>::iterator it=statesHashs.begin();
for (unsigned int i=0 ; i<statesHashs.size() ; ++i) {
val += std::to_string(*it) + ",";
it++;
}
return val;
}
string contract (const string & val, const string & transition) {
string contracted = "";
for (int idx=0 ; idx<val.size() ; idx++) {
if (val[idx] == transition[idx])
contracted += val[idx];
else {
contracted += 'x';
}
}
return contracted;
}
int getYFromDulaHash (int hash) {
return sqrt(hash);
}
int getXFromDulaHash (int hash) {
int y = getYFromDulaHash(hash);
return hash - y*y - y;
}
bool isDominated(int hash, int dominator) {
int xp = getXFromDulaHash (hash);
int yp = getYFromDulaHash (hash);
int x = getXFromDulaHash (dominator);
int y = getYFromDulaHash (dominator);
if (xp >= x + y - yp && xp <= x - y + yp) {
return true;
} else {
return false;
}
}