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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.rs
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* Created Time: 2023-07-09
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* Author: codingonion (coderonion@gmail.com)
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*/
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/* Edit distance: Brute-force search */
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fn edit_distance_dfs(s: &str, t: &str, i: usize, j: usize) -> i32 {
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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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}
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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 as i32;
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}
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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 as i32;
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}
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// If two characters are equal, skip both characters
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if s.chars().nth(i - 1) == t.chars().nth(j - 1) {
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return edit_distance_dfs(s, t, i - 1, j - 1);
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}
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// Minimum edit steps = minimum edit steps of insert, delete, replace + 1
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let insert = edit_distance_dfs(s, t, i, j - 1);
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let delete = edit_distance_dfs(s, t, i - 1, j);
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let replace = edit_distance_dfs(s, t, i - 1, j - 1);
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// Return minimum edit steps
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std::cmp::min(std::cmp::min(insert, delete), replace) + 1
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}
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/* Edit distance: Memoization search */
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fn edit_distance_dfs_mem(s: &str, t: &str, mem: &mut Vec<Vec<i32>>, i: usize, j: usize) -> i32 {
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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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}
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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 as i32;
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}
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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 as i32;
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}
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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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}
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// If two characters are equal, skip both characters
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if s.chars().nth(i - 1) == t.chars().nth(j - 1) {
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return edit_distance_dfs_mem(s, t, mem, i - 1, j - 1);
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}
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// Minimum edit steps = minimum edit steps of insert, delete, replace + 1
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let insert = edit_distance_dfs_mem(s, t, mem, i, j - 1);
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let delete = edit_distance_dfs_mem(s, t, mem, i - 1, j);
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let replace = edit_distance_dfs_mem(s, t, mem, i - 1, j - 1);
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// Record and return minimum edit steps
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mem[i][j] = std::cmp::min(std::cmp::min(insert, delete), replace) + 1;
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mem[i][j]
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}
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/* Edit distance: Dynamic programming */
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fn edit_distance_dp(s: &str, t: &str) -> i32 {
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let (n, m) = (s.len(), t.len());
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let mut dp = vec![vec![0; m + 1]; n + 1];
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// State transition: first row and first column
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for i in 1..=n {
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dp[i][0] = i as i32;
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}
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for j in 1..m {
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dp[0][j] = j as i32;
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}
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// State transition: rest of the rows and columns
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for i in 1..=n {
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for j in 1..=m {
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if s.chars().nth(i - 1) == t.chars().nth(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] =
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std::cmp::min(std::cmp::min(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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dp[n][m]
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}
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/* Edit distance: Space-optimized dynamic programming */
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fn edit_distance_dp_comp(s: &str, t: &str) -> i32 {
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let (n, m) = (s.len(), t.len());
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let mut dp = vec![0; m + 1];
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// State transition: first row
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for j in 1..m {
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dp[j] = j as i32;
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}
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// State transition: rest of the rows
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for i in 1..=n {
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// State transition: first column
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let mut leftup = dp[0]; // Temporarily store dp[i-1, j-1]
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dp[0] = i as i32;
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// State transition: rest of the columns
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for j in 1..=m {
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let temp = dp[j];
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if s.chars().nth(i - 1) == t.chars().nth(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] = std::cmp::min(std::cmp::min(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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dp[m]
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}
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/* Driver Code */
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pub fn main() {
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let s = "bag";
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let t = "pack";
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let (n, m) = (s.len(), t.len());
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// Brute-force search
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let res = edit_distance_dfs(s, t, n, m);
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println!("Changing {s} to {t} requires minimum {res} edits");
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// Memoization search
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let mut mem = vec![vec![0; m + 1]; n + 1];
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for row in mem.iter_mut() {
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row.fill(-1);
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}
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let res = edit_distance_dfs_mem(s, t, &mut mem, n, m);
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println!("Changing {s} to {t} requires minimum {res} edits");
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// Dynamic programming
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let res = edit_distance_dp(s, t);
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println!("Changing {s} to {t} requires minimum {res} edits");
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// Space-optimized dynamic programming
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let res = edit_distance_dp_comp(s, t);
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println!("Changing {s} to {t} requires minimum {res} edits");
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}
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