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Initial open-source release
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229
packages/context/src/tools/sql-edit-replacer.ts
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229
packages/context/src/tools/sql-edit-replacer.ts
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export interface SqlEdit {
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oldText: string;
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newText: string;
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reason?: string;
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}
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interface SqlEditResult {
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success: boolean;
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sql: string;
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appliedEdits: number;
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errors: string[];
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}
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type ReplacerResult = { sql: string; note?: string } | { error: string } | null;
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function exactReplacer(sql: string, oldText: string, newText: string): ReplacerResult {
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if (oldText.length === 0) {
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return null;
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}
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let count = 0;
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let idx = -1;
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let searchFrom = 0;
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while (true) {
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const found = sql.indexOf(oldText, searchFrom);
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if (found === -1) {
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break;
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}
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count++;
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idx = found;
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searchFrom = found + 1;
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}
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if (count === 0) {
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return null;
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}
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if (count > 1) {
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return { error: `Found ${count} matches for text, expected 1. Add more surrounding context.` };
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}
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return { sql: sql.slice(0, idx) + newText + sql.slice(idx + oldText.length) };
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}
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function buildCharacterMap(original: string): number[] {
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const map: number[] = [];
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for (let i = 0; i < original.length; i++) {
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if (/\s/.test(original[i])) {
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if (map.length === 0 || !/\s/.test(original[i - 1])) {
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map.push(i);
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}
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} else {
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map.push(i);
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}
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}
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return map;
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}
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function whitespaceNormalizedReplacer(sql: string, oldText: string, newText: string): ReplacerResult {
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const normalizedSql = sql.replace(/\s+/g, ' ');
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const normalizedOldText = oldText.replace(/\s+/g, ' ');
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if (normalizedOldText.length === 0) {
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return null;
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}
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let count = 0;
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let matchIdx = -1;
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let searchFrom = 0;
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while (true) {
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const found = normalizedSql.indexOf(normalizedOldText, searchFrom);
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if (found === -1) {
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break;
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}
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count++;
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matchIdx = found;
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searchFrom = found + 1;
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}
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if (count === 0) {
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return null;
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}
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if (count > 1) {
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return null;
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}
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const charMap = buildCharacterMap(sql);
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const originalStart = charMap[matchIdx];
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const normalizedEnd = matchIdx + normalizedOldText.length;
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let originalEnd: number;
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if (normalizedEnd >= charMap.length) {
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originalEnd = sql.length;
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} else {
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originalEnd = charMap[normalizedEnd];
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}
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return { sql: sql.slice(0, originalStart) + newText + sql.slice(originalEnd) };
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}
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function levenshteinDistance(a: string, b: string): number {
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const m = a.length;
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const n = b.length;
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if (m === 0) {
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return n;
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}
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if (n === 0) {
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return m;
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}
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const dp: number[][] = Array.from({ length: m + 1 }, () => Array(n + 1).fill(0));
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for (let i = 0; i <= m; i++) {
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dp[i][0] = i;
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}
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for (let j = 0; j <= n; j++) {
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dp[0][j] = j;
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}
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for (let i = 1; i <= m; i++) {
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for (let j = 1; j <= n; j++) {
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const cost = a[i - 1] === b[j - 1] ? 0 : 1;
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dp[i][j] = Math.min(dp[i - 1][j] + 1, dp[i][j - 1] + 1, dp[i - 1][j - 1] + cost);
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}
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}
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return dp[m][n];
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}
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function fuzzyReplacer(sql: string, oldText: string, newText: string): ReplacerResult {
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if (oldText.length === 0) {
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return null;
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}
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const targetLen = oldText.length;
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const minWindow = Math.max(1, Math.floor(targetLen * 0.85));
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const maxWindow = Math.ceil(targetLen * 1.15);
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let bestDistance = Infinity;
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let bestStart = -1;
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let bestEnd = -1;
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for (let windowLen = minWindow; windowLen <= maxWindow; windowLen++) {
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if (windowLen > sql.length) {
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break;
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}
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for (let start = 0; start <= sql.length - windowLen; start++) {
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const candidate = sql.slice(start, start + windowLen);
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const distance = levenshteinDistance(candidate, oldText);
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if (distance < bestDistance) {
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bestDistance = distance;
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bestStart = start;
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bestEnd = start + windowLen;
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}
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}
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}
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if (bestStart === -1) {
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return null;
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}
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const maxLen = Math.max(oldText.length, bestEnd - bestStart);
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const similarity = 1 - bestDistance / maxLen;
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if (similarity < 0.85) {
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return null;
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}
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const matchedText = sql.slice(bestStart, bestEnd);
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return {
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sql: sql.slice(0, bestStart) + newText + sql.slice(bestEnd),
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note: `Fuzzy match used (similarity: ${(similarity * 100).toFixed(1)}%, matched: "${matchedText}")`,
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};
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}
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interface ApplySqlEditsOptions {
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exactOnly?: boolean;
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}
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export function applySqlEdits(sql: string, edits: SqlEdit[], options?: ApplySqlEditsOptions): SqlEditResult {
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let currentSql = sql;
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let appliedEdits = 0;
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const errors: string[] = [];
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for (const edit of edits) {
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const replacers = options?.exactOnly
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? [exactReplacer]
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: [exactReplacer, whitespaceNormalizedReplacer, fuzzyReplacer];
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let applied = false;
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for (const replacer of replacers) {
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const result = replacer(currentSql, edit.oldText, edit.newText);
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if (result === null) {
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continue;
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}
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if ('error' in result) {
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const context = edit.reason ? ` (reason: ${edit.reason})` : '';
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errors.push(`${result.error}${context}`);
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applied = true;
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break;
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}
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currentSql = result.sql;
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appliedEdits++;
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applied = true;
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break;
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}
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if (!applied) {
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const context = edit.reason ? ` (reason: ${edit.reason})` : '';
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errors.push(
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`No match found for edit${context}: "${edit.oldText.slice(0, 80)}${edit.oldText.length > 80 ? '...' : ''}"`,
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);
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}
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}
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return {
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success: errors.length === 0,
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sql: currentSql,
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appliedEdits,
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errors,
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};
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}
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