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author | Junio C Hamano <gitster@pobox.com> | 2008-11-27 19:24:47 -0800 |
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committer | Junio C Hamano <gitster@pobox.com> | 2008-11-27 19:24:47 -0800 |
commit | ef4daa74af10da41d9af475579a138645ce6d295 (patch) | |
tree | 80dea99cbce1bd5edf414ef168702310ab3d5d9c | |
parent | cab7d7d827365959a2713c6d9159f10401acbb51 (diff) | |
parent | 850fb6ff81a151887043b7edd10681640b0e91c1 (diff) | |
download | git-ef4daa74af10da41d9af475579a138645ce6d295.tar.gz git-ef4daa74af10da41d9af475579a138645ce6d295.tar.xz |
Merge branch 'st/levenshtein'
* st/levenshtein:
Document levenshtein.c
Fix deletion of last character in levenshtein distance
-rw-r--r-- | levenshtein.c | 39 |
1 files changed, 38 insertions, 1 deletions
diff --git a/levenshtein.c b/levenshtein.c index db52f2c20..a32f4cdc4 100644 --- a/levenshtein.c +++ b/levenshtein.c @@ -1,6 +1,43 @@ #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 substition, 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) { @@ -25,7 +62,7 @@ int levenshtein(const char *string1, const char *string2, row2[j + 1] > row0[j - 1] + w) row2[j + 1] = row0[j - 1] + w; /* deletion */ - if (j + 1 < len2 && row2[j + 1] > row1[j + 1] + d) + if (row2[j + 1] > row1[j + 1] + d) row2[j + 1] = row1[j + 1] + d; /* insertion */ if (row2[j + 1] > row2[j] + a) |