root/levenshtein.c

DEFINITIONS

1. levenshtein

#include "cache.h"
#include "levenshtein.h"

/*
 * This function implements the Damerau-Levenshtein algorithm to
 * calculate a distance between strings.
 *
 * Basically, it says how many letters need to be swapped, substituted,
 * deleted from, or added to string1, at least, to get string2.
 *
 * The idea is to build a distance matrix for the substrings of both
 * strings.  To avoid a large space complexity, only the last three rows
 * are kept in memory (if swaps had the same or higher cost as one deletion
 * plus one insertion, only two rows would be needed).
 *
 * At any stage, "i + 1" denotes the length of the current substring of
 * string1 that the distance is calculated for.
 *
 * row2 holds the current row, row1 the previous row (i.e. for the substring
 * of string1 of length "i"), and row0 the row before that.
 *
 * In other words, at the start of the big loop, row2[j + 1] contains the
 * Damerau-Levenshtein distance between the substring of string1 of length
 * "i" and the substring of string2 of length "j + 1".
 *
 * All the big loop does is determine the partial minimum-cost paths.
 *
 * It does so by calculating the costs of the path ending in characters
 * i (in string1) and j (in string2), respectively, given that the last
 * operation is a substitution, a swap, a deletion, or an insertion.
 *
 * This implementation allows the costs to be weighted:
 *
 * - w (as in "sWap")
 * - s (as in "Substitution")
 * - a (for insertion, AKA "Add")
 * - d (as in "Deletion")
 *
 * Note that this algorithm calculates a distance _iff_ d == a.
 */
int levenshtein(const char *string1, const char *string2,
                int w, int s, int a, int d)
{
        int len1 = strlen(string1), len2 = strlen(string2);
        int *row0 = xmalloc(sizeof(int) * (len2 + 1));
        int *row1 = xmalloc(sizeof(int) * (len2 + 1));
        int *row2 = xmalloc(sizeof(int) * (len2 + 1));
        int i, j;

        for (j = 0; j <= len2; j++)
                row1[j] = j * a;
        for (i = 0; i < len1; i++) {
                int *dummy;

                row2[0] = (i + 1) * d;
                for (j = 0; j < len2; j++) {
                        /* substitution */
                        row2[j + 1] = row1[j] + s * (string1[i] != string2[j]);
                        /* swap */
                        if (i > 0 && j > 0 && string1[i - 1] == string2[j] &&
                                        string1[i] == string2[j - 1] &&
                                        row2[j + 1] > row0[j - 1] + w)
                                row2[j + 1] = row0[j - 1] + w;
                        /* deletion */
                        if (row2[j + 1] > row1[j + 1] + d)
                                row2[j + 1] = row1[j + 1] + d;
                        /* insertion */
                        if (row2[j + 1] > row2[j] + a)
                                row2[j + 1] = row2[j] + a;
                }

                dummy = row0;
                row0 = row1;
                row1 = row2;
                row2 = dummy;
        }

        i = row1[len2];
        free(row0);
        free(row1);
        free(row2);

        return i;
}