File size: 15,887 Bytes
158b61b |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 |
#include "SuffixArray.h"
#include <fstream>
#include <string>
#include <cstdlib>
#include <cstring>
namespace
{
const int LINE_MAX_LENGTH = 10000;
} // namespace
using namespace std;
SuffixArray::SuffixArray()
: m_array(NULL),
m_index(NULL),
m_buffer(NULL),
m_wordInSentence(NULL),
m_sentence(NULL),
m_sentenceLength(NULL),
m_document(NULL),
m_documentName(NULL),
m_documentNameLength(0),
m_documentCount(0),
m_useDocument(false),
m_vcb(),
m_size(0),
m_sentenceCount(0) { }
SuffixArray::~SuffixArray()
{
free(m_array);
free(m_index);
free(m_wordInSentence);
free(m_sentence);
free(m_sentenceLength);
free(m_document);
free(m_documentName);
}
void SuffixArray::Create(const string& fileName )
{
m_vcb.StoreIfNew( "<uNk>" );
m_endOfSentence = m_vcb.StoreIfNew( "<s>" );
ifstream textFile;
char line[LINE_MAX_LENGTH];
// count the number of words first;
textFile.open(fileName.c_str());
if (!textFile) {
cerr << "Error: no such file or directory " << fileName << endl;
exit(1);
}
// first pass through data: get size
istream *fileP = &textFile;
m_size = 0;
m_sentenceCount = 0;
m_documentCount = 0;
while(!fileP->eof()) {
SAFE_GETLINE((*fileP), line, LINE_MAX_LENGTH, '\n');
if (fileP->eof()) break;
if (m_useDocument && ProcessDocumentLine(line,0)) continue;
vector< WORD_ID > words = m_vcb.Tokenize( line );
m_size += words.size() + 1;
m_sentenceCount++;
}
textFile.close();
cerr << m_size << " words (incl. sentence boundaries)" << endl;
if (m_useDocument) {
cerr << m_documentCount << " documents" << endl;
if (m_documentCount == 0) {
cerr << "Error: no documents found, aborting." << endl;
exit(1);
}
}
// allocate memory
m_array = (WORD_ID*) calloc( sizeof( WORD_ID ), m_size );
m_index = (INDEX*) calloc( sizeof( INDEX ), m_size );
m_wordInSentence = (char*) calloc( sizeof( char ), m_size );
m_sentence = (INDEX*) calloc( sizeof( INDEX ), m_size );
m_sentenceLength = (char*) calloc( sizeof( char ), m_sentenceCount );
CheckAllocation(m_array != NULL, "m_array");
CheckAllocation(m_index != NULL, "m_index");
CheckAllocation(m_wordInSentence != NULL, "m_wordInSentence");
CheckAllocation(m_sentence != NULL, "m_sentence");
CheckAllocation(m_sentenceLength != NULL, "m_sentenceLength");
if (m_useDocument) {
m_document = (INDEX*) calloc( sizeof( INDEX ), m_documentCount );
m_documentName = (INDEX*) calloc( sizeof( INDEX ), m_documentCount );
m_documentNameBuffer = (char*) calloc( sizeof( char ), m_documentNameLength );
CheckAllocation(m_document != NULL, "m_document");
CheckAllocation(m_documentName != NULL, "m_documentName");
CheckAllocation(m_documentNameBuffer != NULL, "m_documentNameBuffer");
}
// second pass through data: fill the arrays
int wordIndex = 0;
int sentenceId = 0;
m_documentNameLength = 0; // re-use as counter
m_documentCount = 0; // re-use as counter
textFile.open(fileName.c_str());
fileP = &textFile;
while(!fileP->eof()) {
SAFE_GETLINE((*fileP), line, LINE_MAX_LENGTH, '\n');
if (fileP->eof()) break;
if (m_useDocument && ProcessDocumentLine(line,sentenceId)) continue;
vector< WORD_ID > words = m_vcb.Tokenize( line );
vector< WORD_ID >::const_iterator i;
for( i=words.begin(); i!=words.end(); i++) {
m_index[ wordIndex ] = wordIndex;
m_sentence[ wordIndex ] = sentenceId;
m_wordInSentence[ wordIndex ] = i-words.begin();
m_array[ wordIndex++ ] = *i;
}
m_index[ wordIndex ] = wordIndex;
m_array[ wordIndex++ ] = m_endOfSentence;
m_sentenceLength[ sentenceId++ ] = words.size();
}
textFile.close();
cerr << "done reading " << wordIndex << " words, " << sentenceId << " sentences." << endl;
// List(0,9);
// sort
m_buffer = (INDEX*) calloc( sizeof( INDEX ), m_size );
if (m_buffer == NULL) {
cerr << "Error: cannot allocate memory to m_buffer" << endl;
exit(1);
}
Sort( 0, m_size-1 );
free( m_buffer );
cerr << "done sorting" << endl;
}
// very specific code to deal with common crawl document ids
bool SuffixArray::ProcessDocumentLine( const char *line, const size_t sentenceId )
{
size_t i;
// first 32 characters are hex-hash
for(i=0; i<32; i++) {
if ((line[i] < '0' || line[i] > '9') && (line[i] < 'a' || line[i] > 'f')) {
return false;
}
}
if (line[i++] != ' ') return false;
// second token is float
for (; line[i] != ' ' && line[i] != 0; i++) {
if (line[i] != '.' && (line[i] < '0' || line[i] > '9')) {
return false;
}
}
i++;
// last token is url (=name)
size_t startName = i;
for (; line[i] != ' ' && line[i] != 0; i++) {}
if (line[i] == ' ') return false;
size_t endName = i+1; // include '\0'
// second pass: record name and sentence number
if (m_document != NULL) {
m_documentName[m_documentCount] = m_documentNameLength;
for(size_t i=startName; i<endName; i++) {
m_documentNameBuffer[m_documentNameLength + i-startName] = line[i];
}
m_document[m_documentCount] = sentenceId;
}
m_documentNameLength += endName-startName;
m_documentCount++;
return true;
}
// good ol' quick sort
void SuffixArray::Sort(INDEX start, INDEX end)
{
if (start == end) return;
INDEX mid = (start+end+1)/2;
Sort( start, mid-1 );
Sort( mid, end );
// merge
INDEX i = start;
INDEX j = mid;
INDEX k = 0;
INDEX length = end-start+1;
while( k<length ) {
if (i == mid ) {
m_buffer[ k++ ] = m_index[ j++ ];
} else if (j > end ) {
m_buffer[ k++ ] = m_index[ i++ ];
} else {
if (CompareIndex( m_index[i], m_index[j] ) < 0) {
m_buffer[ k++ ] = m_index[ i++ ];
} else {
m_buffer[ k++ ] = m_index[ j++ ];
}
}
}
memcpy( ((char*)m_index) + sizeof( INDEX ) * start,
((char*)m_buffer), sizeof( INDEX ) * (end-start+1) );
}
int SuffixArray::CompareIndex( INDEX a, INDEX b ) const
{
// skip over identical words
INDEX offset = 0;
while( a+offset < m_size &&
b+offset < m_size &&
m_array[ a+offset ] == m_array[ b+offset ] ) {
offset++;
}
if( a+offset == m_size ) return -1;
if( b+offset == m_size ) return 1;
return CompareWord( m_array[ a+offset ], m_array[ b+offset ] );
}
inline int SuffixArray::CompareWord( WORD_ID a, WORD_ID b ) const
{
return m_vcb.GetWord(a).compare( m_vcb.GetWord(b) );
}
int SuffixArray::Count( const vector< WORD > &phrase )
{
INDEX dummy;
return LimitedCount( phrase, m_size, dummy, dummy, 0, m_size-1 );
}
bool SuffixArray::MinCount( const vector< WORD > &phrase, INDEX min )
{
INDEX dummy;
return (INDEX)LimitedCount( phrase, min, dummy, dummy, 0, m_size-1 ) >= min;
}
bool SuffixArray::Exists( const vector< WORD > &phrase )
{
INDEX dummy;
return LimitedCount( phrase, 1, dummy, dummy, 0, m_size-1 ) == 1;
}
int SuffixArray::FindMatches( const vector< WORD > &phrase, INDEX &firstMatch, INDEX &lastMatch, INDEX search_start, INDEX search_end )
{
return LimitedCount( phrase, m_size, firstMatch, lastMatch, search_start, search_end );
}
int SuffixArray::LimitedCount( const vector< WORD > &phrase, INDEX min, INDEX &firstMatch, INDEX &lastMatch, INDEX search_start, INDEX search_end )
{
// cerr << "FindFirst\n";
INDEX start = search_start;
INDEX end = (search_end == (INDEX)-1) ? (m_size-1) : search_end;
INDEX mid = FindFirst( phrase, start, end );
// cerr << "done\n";
if (mid == m_size) return 0; // no matches
if (min == 1) return 1; // only existance check
int matchCount = 1;
//cerr << "before...\n";
firstMatch = FindLast( phrase, mid, start, -1 );
matchCount += mid - firstMatch;
//cerr << "after...\n";
lastMatch = FindLast( phrase, mid, end, 1 );
matchCount += lastMatch - mid;
return matchCount;
}
SuffixArray::INDEX SuffixArray::FindLast( const vector< WORD > &phrase, INDEX start, INDEX end, int direction )
{
end += direction;
while(true) {
INDEX mid = ( start + end + (direction>0 ? 0 : 1) )/2;
int match = Match( phrase, mid );
int matchNext = Match( phrase, mid+direction );
//cerr << "\t" << start << ";" << mid << ";" << end << " -> " << match << "," << matchNext << endl;
if (match == 0 && matchNext != 0) return mid;
if (match == 0) // mid point is a match
start = mid;
else
end = mid;
}
}
SuffixArray::INDEX SuffixArray::FindFirst( const vector< WORD > &phrase, INDEX &start, INDEX &end )
{
while(true) {
INDEX mid = ( start + end + 1 )/2;
//cerr << "FindFirst(" << start << ";" << mid << ";" << end << ")\n";
int match = Match( phrase, mid );
if (match == 0) return mid;
if (start >= end && match != 0 ) return m_size;
if (match > 0)
start = mid+1;
else
end = mid-1;
}
}
int SuffixArray::Match( const vector< WORD > &phrase, INDEX index )
{
INDEX pos = m_index[ index ];
for(INDEX i=0; i<phrase.size() && i+pos<m_size; i++) {
int match = CompareWord( m_vcb.GetWordID( phrase[i] ), m_array[ pos+i ] );
// cerr << "{" << index << "+" << i << "," << pos+i << ":" << match << "}" << endl;
if (match != 0)
return match;
}
return 0;
}
void SuffixArray::List(INDEX start, INDEX end)
{
for(INDEX i=start; i<=end; i++) {
INDEX pos = m_index[ i ];
// cerr << i << ":" << pos << "\t";
for(int j=0; j<5 && j+pos<m_size; j++) {
cout << " " << m_vcb.GetWord( m_array[ pos+j ] );
}
// cerr << "\n";
}
}
void SuffixArray::PrintSentenceMatches( const std::vector< WORD > &phrase )
{
cout << "QUERY\t";
for(size_t i=0; i<phrase.size(); i++) {
if (i>0) cout << " ";
cout << phrase[i];
}
cout << '\t';
INDEX start = 0;
INDEX end = m_size-1;
INDEX mid = FindFirst( phrase, start, end );
if (mid == m_size) { // no matches
cout << "0 matches" << endl;
return;
}
INDEX firstMatch = FindLast( phrase, mid, start, -1 );
INDEX lastMatch = FindLast( phrase, mid, end, 1 );
// loop through all matches
cout << (lastMatch-firstMatch+1) << " matches" << endl;
for(INDEX i=firstMatch; i<=lastMatch; i++) {
// get sentence information
INDEX pos = GetPosition( i );
INDEX start = pos - GetWordInSentence( pos );
char length = GetSentenceLength( GetSentence( pos ) );
// print document name
if (m_useDocument) {
INDEX sentence = GetSentence( pos );
INDEX document = GetDocument( sentence );
PrintDocumentName( document );
cout << '\t';
}
// print sentence
for(char i=0; i<length; i++) {
if (i>0) cout << " ";
cout << GetWord( start + i );
}
cout << endl;
}
}
SuffixArray::INDEX SuffixArray::GetDocument( INDEX sentence ) const
{
// binary search
INDEX min = 0;
INDEX max = m_documentCount-1;
if (sentence >= m_document[max]) {
return max;
}
while(true) {
INDEX mid = (min + max) / 2;
if (sentence >= m_document[mid] && sentence < m_document[mid+1]) {
return mid;
}
if (sentence < m_document[mid]) {
max = mid-1;
} else {
min = mid+1;
}
}
}
void SuffixArray::Save(const string& fileName ) const
{
FILE *pFile = fopen ( fileName.c_str() , "w" );
if (pFile == NULL) Error("cannot open",fileName);
fwrite( &m_size, sizeof(INDEX), 1, pFile );
fwrite( m_array, sizeof(WORD_ID), m_size, pFile ); // corpus
fwrite( m_index, sizeof(INDEX), m_size, pFile ); // suffix array
fwrite( m_wordInSentence, sizeof(char), m_size, pFile); // word index
fwrite( m_sentence, sizeof(INDEX), m_size, pFile); // sentence index
fwrite( &m_sentenceCount, sizeof(INDEX), 1, pFile );
fwrite( m_sentenceLength, sizeof(char), m_sentenceCount, pFile); // sentence length
char useDocument = m_useDocument; // not sure if that is needed
fwrite( &useDocument, sizeof(char), 1, pFile );
if (m_useDocument) {
fwrite( &m_documentCount, sizeof(INDEX), 1, pFile );
fwrite( m_document, sizeof(INDEX), m_documentCount, pFile );
fwrite( m_documentName, sizeof(INDEX), m_documentCount, pFile );
fwrite( &m_documentNameLength, sizeof(INDEX), 1, pFile );
fwrite( m_documentNameBuffer, sizeof(char), m_documentNameLength, pFile );
}
fclose( pFile );
m_vcb.Save( fileName + ".src-vcb" );
}
void SuffixArray::Load(const string& fileName )
{
FILE *pFile = fopen ( fileName.c_str() , "r" );
if (pFile == NULL) Error("no such file or directory", fileName);
cerr << "loading from " << fileName << endl;
fread( &m_size, sizeof(INDEX), 1, pFile )
|| Error("could not read m_size from", fileName);
cerr << "words in corpus: " << m_size << endl;
m_array = (WORD_ID*) calloc( sizeof( WORD_ID ), m_size );
m_index = (INDEX*) calloc( sizeof( INDEX ), m_size );
m_wordInSentence = (char*) calloc( sizeof( char ), m_size );
m_sentence = (INDEX*) calloc( sizeof( INDEX ), m_size );
CheckAllocation(m_array != NULL, "m_array");
CheckAllocation(m_index != NULL, "m_index");
CheckAllocation(m_wordInSentence != NULL, "m_wordInSentence");
CheckAllocation(m_sentence != NULL, "m_sentence");
fread( m_array, sizeof(WORD_ID), m_size, pFile ) // corpus
|| Error("could not read m_array from", fileName);
fread( m_index, sizeof(INDEX), m_size, pFile ) // suffix array
|| Error("could not read m_index from", fileName);
fread( m_wordInSentence, sizeof(char), m_size, pFile) // word index
|| Error("could not read m_wordInSentence from", fileName);
fread( m_sentence, sizeof(INDEX), m_size, pFile ) // sentence index
|| Error("could not read m_sentence from", fileName);
fread( &m_sentenceCount, sizeof(INDEX), 1, pFile )
|| Error("could not read m_sentenceCount from", fileName);
cerr << "sentences in corpus: " << m_sentenceCount << endl;
m_sentenceLength = (char*) calloc( sizeof( char ), m_sentenceCount );
CheckAllocation(m_sentenceLength != NULL, "m_sentenceLength");
fread( m_sentenceLength, sizeof(char), m_sentenceCount, pFile) // sentence length
|| Error("could not read m_sentenceLength from", fileName);
if (m_useDocument) { // do not read it when you do not need it
char useDocument;
fread( &useDocument, sizeof(char), 1, pFile )
|| Error("could not read m_useDocument from", fileName);
if (!useDocument) {
cerr << "Error: stored suffix array does not have a document index\n";
exit(1);
}
fread( &m_documentCount, sizeof(INDEX), 1, pFile )
|| Error("could not read m_documentCount from", fileName);
m_document = (INDEX*) calloc( sizeof( INDEX ), m_documentCount );
m_documentName = (INDEX*) calloc( sizeof( INDEX ), m_documentCount );
CheckAllocation(m_document != NULL, "m_document");
CheckAllocation(m_documentName != NULL, "m_documentName");
fread( m_document, sizeof(INDEX), m_documentCount, pFile )
|| Error("could not read m_document from", fileName);
fread( m_documentName, sizeof(INDEX), m_documentCount, pFile )
|| Error("could not read m_documentName from", fileName);
fread( &m_documentNameLength, sizeof(INDEX), 1, pFile )
|| Error("could not read m_documentNameLength from", fileName);
m_documentNameBuffer = (char*) calloc( sizeof( char ), m_documentNameLength );
CheckAllocation(m_documentNameBuffer != NULL, "m_documentNameBuffer");
fread( m_documentNameBuffer, sizeof(char), m_documentNameLength, pFile )
|| Error("could not read m_document from", fileName);
}
fclose( pFile );
m_vcb.Load( fileName + ".src-vcb" );
}
void SuffixArray::CheckAllocation( bool check, const char *dataStructure ) const
{
if (check) return;
cerr << "Error: could not allocate memory for " << dataStructure << endl;
exit(1);
}
bool SuffixArray::Error( const char *message, const string &fileName) const
{
cerr << "Error: " << message << " " << fileName << endl;
exit(1);
return true; // yeah, i know.
}
|