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#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.
}