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* feat: add lcs dynamic programming algorithm * updating DIRECTORY.md * updating DIRECTORY.md * fix: fix unused parameters in lcs algorithm * fix: lcs algorithm typo removed unused parameter in test * Update dynamic_programming/lcs.c Co-authored-by: David Leal <halfpacho@gmail.com> * Update dynamic_programming/lcs.c Co-authored-by: David Leal <halfpacho@gmail.com> * Update dynamic_programming/lcs.c Co-authored-by: David Leal <halfpacho@gmail.com> * fix: comments accoring to guidelines in lcs algorithm * fix: doxygen standards * chore: apply suggestions from code review * updating DIRECTORY.md Co-authored-by: Scott Evans <scotty@kurtz.waterfall> Co-authored-by: github-actions <${GITHUB_ACTOR}@users.noreply.github.com> Co-authored-by: David Leal <halfpacho@gmail.com> Co-authored-by: github-actions[bot] <github-actions@users.noreply.github.com>
154 lines
3.6 KiB
C
154 lines
3.6 KiB
C
/**
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* @file
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* @brief [Longest Common Subsequence](https://en.wikipedia.org/wiki/Longest_common_subsequence_problem) algorithm
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* @details
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* From Wikipedia: The longest common subsequence (LCS) problem is the problem
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* of finding the longest subsequence common to all sequences in a set of sequences
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* (often just two sequences).
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* @author [Kurtz](https://github.com/itskurtz)
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*/
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#include <stdio.h> /* for io operations */
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#include <stdlib.h> /* for memory management & exit */
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#include <string.h> /* for string manipulation & ooperations */
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#include <assert.h> /* for asserts */
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enum {LEFT, UP, DIAG};
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/**
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* @breif Computes LCS between s1 and s2 using a dynamic-programming approach
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* @param1 s1 first null-terminated string
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* @param2 s2 second null-terminated string
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* @param3 l1 length of s1
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* @param4 l2 length of s2
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* @param5 L matrix of size l1 x l2
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* @param6 B matrix of size l1 x l2
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* @returns void
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*/
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void lcslen(const char *s1, const char *s2, int l1, int l2, int **L, int **B) {
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/* B is the directions matrix
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L is the LCS matrix */
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int i, j;
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/* loop over the simbols in my sequences
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save the directions according to the LCS */
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for (i = 1; i <= l1; ++i)
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for (j = 1; j <= l2; ++j)
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if (s1[i-1] == s2[j-1]) {
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L[i][j] = 1 + L[i-1][j-1];
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B[i][j] = DIAG;
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}
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else if (L[i-1][j] < L[i][j-1]) {
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L[i][j] = L[i][j-1];
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B[i][j] = LEFT;
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}
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else {
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L[i][j] = L[i-1][j];
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B[i][j] = UP;
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}
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}
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/**
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* @breif Builds the LCS according to B using a traceback approach
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* @param1 s1 first null-terminated string
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* @param2 l1 length of s1
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* @param3 l2 length of s2
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* @param4 L matrix of size l1 x l2
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* @param5 B matrix of size l1 x l2
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* @returns lcs longest common subsequence
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*/
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char *lcsbuild(const char *s1, int l1, int l2, int **L, int **B) {
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int i, j, lcsl;
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char *lcs;
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lcsl = L[l1][l2];
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/* my lcs is at least the empty symbol */
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lcs = (char *)calloc(lcsl+1, sizeof(char)); /* null-terminated \0 */
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if (!lcs) {
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perror("calloc: ");
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return NULL;
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}
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i = l1, j = l2;
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while (i > 0 && j > 0) {
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/* walk the matrix backwards */
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if (B[i][j] == DIAG) {
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lcs[--lcsl] = s1[i-1];
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i = i - 1;
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j = j - 1;
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}
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else if (B[i][j] == LEFT)
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j = j - 1;
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else
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i = i - 1;
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}
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return lcs;
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}
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/**
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* @brief Self-test implementations
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* @returns void
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*/
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static void test() {
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/* https://en.wikipedia.org/wiki/Subsequence#Applications */
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int **L, **B, j, l1, l2;
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char *s1 = "ACGGTGTCGTGCTATGCTGATGCTGACTTATATGCTA";
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char *s2 = "CGTTCGGCTATCGTACGTTCTATTCTATGATTTCTAA";
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char *lcs;
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l1 = strlen(s1);
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l2 = strlen(s2);
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L = (int **)calloc(l1+1, sizeof(int *));
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B = (int **)calloc(l1+1, sizeof(int *));
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if (!L) {
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perror("calloc: ");
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exit(1);
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}
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if (!B) {
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perror("calloc: ");
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exit(1);
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}
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for (j = 0; j <= l1; j++) {
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L[j] = (int *)calloc(l2+1, sizeof(int));
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if (!L[j]) {
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perror("calloc: ");
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exit(1);
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}
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B[j] = (int *)calloc(l2+1, sizeof(int));
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if (!L[j]) {
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perror("calloc: ");
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exit(1);
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}
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}
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lcslen(s1, s2, l1, l2, L, B);
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lcs = lcsbuild(s1, l1, l2, L, B);
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assert(L[l1][l2] == 27);
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assert(strcmp(lcs, "CGTTCGGCTATGCTTCTACTTATTCTA") == 0);
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printf("S1: %s\tS2: %s\n", s1, s2);
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printf("LCS len:%3d\n", L[l1][l2]);
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printf("LCS: %s\n", lcs);
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free(lcs);
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for (j = 0; j <= l1; j++)
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free(L[j]), free(B[j]);
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free(L);
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free(B);
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printf("All tests have successfully passed!\n");
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}
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/**
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* @brief Main function
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* @param argc commandline argument count (ignored)
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* @param argv commandline array of arguments (ignored)
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* @returns 0 on exit
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*/
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int main(int argc, char *argv[]) {
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test(); // run self-test implementations
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return 0;
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}
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