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/** @file editdistance.cc
* @brief Edit distance calculation algorithm.
*
* Based on that described in:
*
* "An extension of Ukkonen's enhanced dynamic programming ASM algorithm"
* by Hal Berghel, University of Arkansas
* and David Roach, Acxiom Corporation
*
* http://berghel.net/publications/asm/asm.php
*/
/* Copyright (C) 2003 Richard Boulton
* Copyright (C) 2007,2008,2009 Olly Betts
*
* This program is free software; you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation; either version 2 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program; if not, write to the Free Software
* Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA
*/
#include <config.h>
#include "editdistance.h"
#include "omassert.h"
#include <algorithm>
#include <cstdlib>
using namespace std;
template<class CHR>
struct edist_seq {
edist_seq(const CHR * ptr_, int len_) : ptr(ptr_), len(len_) { }
const CHR * ptr;
int len;
};
template<class CHR>
class edist_state {
/// Don't allow assignment.
void operator=(const edist_state &);
/// Don't allow copying.
edist_state(const edist_state &);
edist_seq<CHR> seq1;
edist_seq<CHR> seq2;
/* Array of f(k,p) values, where f(k,p) = the largest index i such that
* d(i,j) = p and d(i,j) is on diagonal k.
* ie: f(k,p) = largest i s.t. d(i,k+i) = p
* Where: d(i,j) = edit distance between substrings of length i and j.
*/
int * fkp;
int fkp_cols;
/* Maximum possible edit distance (this is referred to as ZERO_K in
* the algorithm description by Berghel and Roach). */
int maxdist;
int calc_index(int k, int p) const {
return (k + maxdist) * fkp_cols + p + 1;
}
public:
edist_state(const CHR * ptr1, int len1, const CHR * ptr2, int len2);
~edist_state();
int get_f_kp(int k, int p) const {
return fkp[calc_index(k, p)];
}
void set_f_kp(int k, int p, int val) {
fkp[calc_index(k, p)] = val;
}
bool is_transposed(int pos1, int pos2) const {
if (pos1 <= 0 || pos2 <= 0 || pos1 >= seq1.len || pos2 >= seq2.len) return false;
return (seq1.ptr[pos1 - 1] == seq2.ptr[pos2] &&
seq1.ptr[pos1] == seq2.ptr[pos2 - 1]);
}
void edist_calc_f_kp(int k, int p);
};
template<class CHR>
void edist_state<CHR>::edist_calc_f_kp(int k, int p)
{
int maxlen = get_f_kp(k, p - 1) + 1; /* dist if do substitute */
int maxlen2 = get_f_kp(k - 1, p - 1); /* dist if do insert */
int maxlen3 = get_f_kp(k + 1, p - 1) + 1; /* dist if delete */
if (is_transposed(maxlen, maxlen + k)) {
// Transposition.
++maxlen;
}
if (maxlen >= maxlen2) {
if (maxlen >= maxlen3) {
// Transposition or Substitution.
} else {
// Deletion.
maxlen = maxlen3;
}
} else {
if (maxlen2 >= maxlen3) {
// Insertion.
maxlen = maxlen2;
} else {
// Deletion.
maxlen = maxlen3;
}
}
/* Check for exact matches, and increase the length until we don't have
* one. */
while (maxlen < seq1.len &&
maxlen + k < seq2.len &&
seq1.ptr[maxlen] == seq2.ptr[maxlen + k]) {
++maxlen;
}
set_f_kp(k, p, maxlen);
}
#define INF 1000000
template<class CHR>
edist_state<CHR>::edist_state(const CHR * ptr1, int len1,
const CHR * ptr2, int len2)
: seq1(ptr1, len1), seq2(ptr2, len2), maxdist(len2)
{
Assert(len2 >= len1);
/* Each row represents a value of k, from -maxdist to maxdist. */
int fkp_rows = maxdist * 2 + 1;
/* Each column represents a value of p, from -1 to maxdist. */
fkp_cols = maxdist + 2;
/* fkp is stored as a rectangular array, row by row. */
fkp = new int[fkp_rows * fkp_cols];
for (int k = -maxdist; k <= maxdist; ++k) {
for (int p = -1; p <= maxdist; ++p) {
if (p == abs(k) - 1) {
if (k < 0) {
set_f_kp(k, p, abs(k) - 1);
} else {
set_f_kp(k, p, -1);
}
} else if (p < abs(k)) {
set_f_kp(k, p, -INF);
}
}
}
}
template<class CHR>
edist_state<CHR>::~edist_state() {
delete [] fkp;
}
template<class CHR>
static int
seqcmp_editdist(const CHR * ptr1, int len1, const CHR * ptr2, int len2,
int max_distance)
{
int lendiff = len2 - len1;
/* Make sure second sequence is longer (or same length). */
if (lendiff < 0) {
lendiff = -lendiff;
swap(ptr1, ptr2);
swap(len1, len2);
}
/* Special case for if one or both sequences are empty. */
if (len1 == 0) return len2;
edist_state<CHR> state(ptr1, len1, ptr2, len2);
int p = lendiff; /* This is the minimum possible edit distance. */
while (p <= max_distance) {
for (int temp_p = 0; temp_p != p; ++temp_p) {
int inc = p - temp_p;
if (abs(lendiff - inc) <= temp_p) {
state.edist_calc_f_kp(lendiff - inc, temp_p);
}
if (abs(lendiff + inc) <= temp_p) {
state.edist_calc_f_kp(lendiff + inc, temp_p);
}
}
state.edist_calc_f_kp(lendiff, p);
if (state.get_f_kp(lendiff, p) == len1) break;
++p;
}
return p;
}
int
edit_distance_unsigned(const unsigned * ptr1, int len1,
const unsigned * ptr2, int len2,
int max_distance)
{
return seqcmp_editdist<unsigned>(ptr1, len1, ptr2, len2, max_distance);
}
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