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Translate all code to English (#1836)
* Review the EN heading format. * Fix pythontutor headings. * Fix pythontutor headings. * bug fixes * Fix headings in **/summary.md * Revisit the CN-to-EN translation for Python code using Claude-4.5 * Revisit the CN-to-EN translation for Java code using Claude-4.5 * Revisit the CN-to-EN translation for Cpp code using Claude-4.5. * Fix the dictionary. * Fix cpp code translation for the multipart strings. * Translate Go code to English. * Update workflows to test EN code. * Add EN translation for C. * Add EN translation for CSharp. * Add EN translation for Swift. * Trigger the CI check. * Revert. * Update en/hash_map.md * Add the EN version of Dart code. * Add the EN version of Kotlin code. * Add missing code files. * Add the EN version of JavaScript code. * Add the EN version of TypeScript code. * Fix the workflows. * Add the EN version of Ruby code. * Add the EN version of Rust code. * Update the CI check for the English version code. * Update Python CI check. * Fix cmakelists for en/C code. * Fix Ruby comments
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/**
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* File: edit_distance.c
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* Created Time: 2023-10-02
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* Author: Zuoxun (845242523@qq.com)
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*/
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#include "../utils/common.h"
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/* Find minimum value */
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int myMin(int a, int b) {
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return a < b ? a : b;
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}
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/* Edit distance: Brute-force search */
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int editDistanceDFS(char *s, char *t, int i, int j) {
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// If both s and t are empty, return 0
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if (i == 0 && j == 0)
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return 0;
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// If s is empty, return length of t
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if (i == 0)
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return j;
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// If t is empty, return length of s
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if (j == 0)
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return i;
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// If two characters are equal, skip both characters
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if (s[i - 1] == t[j - 1])
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return editDistanceDFS(s, t, i - 1, j - 1);
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// Minimum edit steps = minimum edit steps of insert, delete, replace + 1
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int insert = editDistanceDFS(s, t, i, j - 1);
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int del = editDistanceDFS(s, t, i - 1, j);
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int replace = editDistanceDFS(s, t, i - 1, j - 1);
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// Return minimum edit steps
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return myMin(myMin(insert, del), replace) + 1;
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}
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/* Edit distance: Memoization search */
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int editDistanceDFSMem(char *s, char *t, int memCols, int **mem, int i, int j) {
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// If both s and t are empty, return 0
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if (i == 0 && j == 0)
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return 0;
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// If s is empty, return length of t
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if (i == 0)
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return j;
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// If t is empty, return length of s
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if (j == 0)
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return i;
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// If there's a record, return it directly
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if (mem[i][j] != -1)
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return mem[i][j];
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// If two characters are equal, skip both characters
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if (s[i - 1] == t[j - 1])
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return editDistanceDFSMem(s, t, memCols, mem, i - 1, j - 1);
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// Minimum edit steps = minimum edit steps of insert, delete, replace + 1
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int insert = editDistanceDFSMem(s, t, memCols, mem, i, j - 1);
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int del = editDistanceDFSMem(s, t, memCols, mem, i - 1, j);
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int replace = editDistanceDFSMem(s, t, memCols, mem, i - 1, j - 1);
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// Record and return minimum edit steps
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mem[i][j] = myMin(myMin(insert, del), replace) + 1;
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return mem[i][j];
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}
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/* Edit distance: Dynamic programming */
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int editDistanceDP(char *s, char *t, int n, int m) {
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int **dp = malloc((n + 1) * sizeof(int *));
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for (int i = 0; i <= n; i++) {
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dp[i] = calloc(m + 1, sizeof(int));
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}
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// State transition: first row and first column
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for (int i = 1; i <= n; i++) {
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dp[i][0] = i;
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}
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for (int j = 1; j <= m; j++) {
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dp[0][j] = j;
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}
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// State transition: rest of the rows and columns
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for (int i = 1; i <= n; i++) {
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for (int j = 1; j <= m; j++) {
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if (s[i - 1] == t[j - 1]) {
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// If two characters are equal, skip both characters
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dp[i][j] = dp[i - 1][j - 1];
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} else {
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// Minimum edit steps = minimum edit steps of insert, delete, replace + 1
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dp[i][j] = myMin(myMin(dp[i][j - 1], dp[i - 1][j]), dp[i - 1][j - 1]) + 1;
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}
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}
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}
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int res = dp[n][m];
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// Free memory
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for (int i = 0; i <= n; i++) {
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free(dp[i]);
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}
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return res;
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}
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/* Edit distance: Space-optimized dynamic programming */
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int editDistanceDPComp(char *s, char *t, int n, int m) {
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int *dp = calloc(m + 1, sizeof(int));
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// State transition: first row
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for (int j = 1; j <= m; j++) {
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dp[j] = j;
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}
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// State transition: rest of the rows
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for (int i = 1; i <= n; i++) {
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// State transition: first column
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int leftup = dp[0]; // Temporarily store dp[i-1, j-1]
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dp[0] = i;
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// State transition: rest of the columns
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for (int j = 1; j <= m; j++) {
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int temp = dp[j];
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if (s[i - 1] == t[j - 1]) {
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// If two characters are equal, skip both characters
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dp[j] = leftup;
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} else {
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// Minimum edit steps = minimum edit steps of insert, delete, replace + 1
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dp[j] = myMin(myMin(dp[j - 1], dp[j]), leftup) + 1;
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}
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leftup = temp; // Update for next round's dp[i-1, j-1]
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}
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}
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int res = dp[m];
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// Free memory
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free(dp);
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return res;
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}
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/* Driver Code */
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int main() {
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char *s = "bag";
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char *t = "pack";
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int n = strlen(s), m = strlen(t);
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// Brute-force search
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int res = editDistanceDFS(s, t, n, m);
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printf("Changing %s to %s requires a minimum of %d edits\n", s, t, res);
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// Memoization search
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int **mem = malloc((n + 1) * sizeof(int *));
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for (int i = 0; i <= n; i++) {
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mem[i] = malloc((m + 1) * sizeof(int));
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memset(mem[i], -1, (m + 1) * sizeof(int));
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}
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res = editDistanceDFSMem(s, t, m + 1, mem, n, m);
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printf("Changing %s to %s requires a minimum of %d edits\n", s, t, res);
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// Free memory
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for (int i = 0; i <= n; i++) {
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free(mem[i]);
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}
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free(mem);
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// Dynamic programming
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res = editDistanceDP(s, t, n, m);
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printf("Changing %s to %s requires a minimum of %d edits\n", s, t, res);
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// Space-optimized dynamic programming
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res = editDistanceDPComp(s, t, n, m);
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printf("Changing %s to %s requires a minimum of %d edits\n", s, t, res);
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return 0;
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}
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