asmukk

Implementation of Ukkonen's approximate string matching algorithm using fixed mismatch and gap cost.

The straight forward dynamic programming algorithm for approximate string alignment (ASM) takes O(N*M) time and O(N*M) space, where N and M are the lengths of the strings to compare. Though there's good reason to think that this is optimal, often the strings we want to compare are very similar and the straight forward dynamic programming solution does a lot of extra work, considering paths that are far from optimal.

This was noticed by Ukkonen and led to an "output sensitive" algorithm that runs in O( max{N,M) * d ), where d is the edit distance between the two strings.

Note that Hirschberg's algorithm only takes O( max{N,M} ) space but still requires the full O(N*M) time.

Though Ukkonen's approximate string matching algorithm is well known, I found it difficult to find an accessible implementation of it.

Quick Start

$ git clone https://github.com/abeconnelly/asmukk
$ cd asmukk
$ make
$ echo -e "cute\ncat\n" | ./asm_ukk
5
cute
cat-

The mismatch cost is fixed as is the gap cost. By default, the mismatch cost is set to 3 and the gap cost is set to 2.

Examples

C

// gcc asm_ukk.o main.cpp -o main
#include <stdio.h>
#include <stdio.h>
#include "asm_ukk.h"

int main(int argc, char **argv) {
  char *x = "cute", *y = "cat";
  char *X=NULL, *Y=NULL;
  int score;

  int mismatch = 3, gap = 2;
  char gap_char = '-';

  score = asm_ukk_align2(&X, &Y, x, y, mismatch, gap, gap_char);

  printf("got score: %d\n", score);
  printf("orig x: %5s, aligned x: %s\n", x, X);
  printf("orig y: %5s, aligned y: %s\n", y, Y);

  free(X);
  free(Y);
}

References

• "Algorithms for Approximate String Matching" by E. Ukkonen
• "Edit Distance Cannot Be Computed in Strongly Subquadratic Time (unless SETH is false)" by A. Backurs and P. Indyk
• Hirschberg's algorithm

License

Copyright Curoverse, Inc, AGPLv3. See the LICENSE file for more details.