chore: migrate AST chunking tests to vitest
Replace standalone test-ast-chunking.mjs (823 lines, custom check() harness, invisible to CI) with proper vitest integration tests. All unique assertions preserved; duplicates already in ast.test.ts dropped. Performance benchmarks and real-collection scanner removed (dev tools, not regression tests). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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#!/usr/bin/env npx tsx
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/**
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* Thorough integration test + real-collection performance report for
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* AST-aware chunking.
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*
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* Usage:
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* npx tsx test-ast-chunking.mjs # synthetic tests only
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* npx tsx test-ast-chunking.mjs /path/to/code # + scan a real directory
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* npx tsx test-ast-chunking.mjs ~/dev/myproject # works with ~
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* npx tsx test-ast-chunking.mjs --help
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*
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* The real-collection scan walks the directory tree, finds supported code
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* files (.ts/.js/.py/.go/.rs) and markdown (.md), chunks each file with
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* both strategies, and prints a comparative performance report.
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*/
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import { readFileSync, readdirSync, statSync } from "node:fs";
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import { join, relative, extname, resolve } from "node:path";
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import { homedir } from "node:os";
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import { detectLanguage, getASTBreakPoints } from "./src/ast.js";
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import {
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chunkDocument,
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chunkDocumentAsync,
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chunkDocumentWithBreakPoints,
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mergeBreakPoints,
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scanBreakPoints,
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findCodeFences,
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CHUNK_SIZE_CHARS,
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} from "./src/store.js";
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// ============================================================================
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// Helpers
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// ============================================================================
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let passed = 0;
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let failed = 0;
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function section(title) {
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console.log(`\n${"=".repeat(70)}`);
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console.log(` ${title}`);
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console.log("=".repeat(70));
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}
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function check(label, condition, detail) {
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if (condition) {
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console.log(` PASS ${label}`);
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passed++;
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} else {
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console.log(` FAIL ${label}`);
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if (detail) console.log(` ${detail}`);
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failed++;
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}
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}
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function formatBytes(bytes) {
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if (bytes < 1024) return `${bytes} B`;
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if (bytes < 1024 * 1024) return `${(bytes / 1024).toFixed(1)} KB`;
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return `${(bytes / 1024 / 1024).toFixed(1)} MB`;
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}
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function pct(n, d) {
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if (d === 0) return "N/A";
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return `${((n / d) * 100).toFixed(1)}%`;
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}
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const SKIP_DIRS = new Set([
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"node_modules", ".git", ".cache", "vendor", "dist", "build",
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"__pycache__", ".tox", ".venv", "venv", ".mypy_cache", "target",
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".next", ".nuxt", "coverage", ".turbo",
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]);
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const CODE_EXTS = new Set([
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".ts", ".tsx", ".js", ".jsx", ".mts", ".cts", ".mjs", ".cjs",
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".py", ".go", ".rs",
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]);
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const ALL_EXTS = new Set([...CODE_EXTS, ".md"]);
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function walkDir(dir, maxFiles = 5000) {
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const results = [];
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const queue = [dir];
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while (queue.length > 0 && results.length < maxFiles) {
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const current = queue.shift();
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let entries;
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try {
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entries = readdirSync(current, { withFileTypes: true });
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} catch {
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continue;
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}
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for (const entry of entries) {
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if (results.length >= maxFiles) break;
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if (entry.name.startsWith(".")) continue;
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const full = join(current, entry.name);
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if (entry.isDirectory()) {
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if (!SKIP_DIRS.has(entry.name)) queue.push(full);
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} else if (entry.isFile()) {
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const ext = extname(entry.name).toLowerCase();
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if (ALL_EXTS.has(ext)) results.push(full);
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}
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}
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}
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return results;
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}
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// ============================================================================
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// Parse CLI args
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// ============================================================================
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const args = process.argv.slice(2);
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let scanDir = null;
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let skipSynthetic = false;
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for (const arg of args) {
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if (arg === "--help" || arg === "-h") {
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console.log(`Usage: npx tsx test-ast-chunking.mjs [options] [directory]
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Options:
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--help, -h Show this help
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--scan-only Skip synthetic tests, only scan directory
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Arguments:
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directory Path to scan for a real-collection performance report.
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Walks the tree for .ts/.tsx/.js/.jsx/.py/.go/.rs/.md files.
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Examples:
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npx tsx test-ast-chunking.mjs # synthetic tests only
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npx tsx test-ast-chunking.mjs ~/dev/myproject # synthetic + real scan
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npx tsx test-ast-chunking.mjs --scan-only ~/dev # real scan only
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`);
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process.exit(0);
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}
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if (arg === "--scan-only") {
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skipSynthetic = true;
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} else if (!arg.startsWith("-")) {
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scanDir = arg.startsWith("~") ? arg.replace("~", homedir()) : resolve(arg);
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}
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}
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// ============================================================================
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// PART 1: Synthetic Tests
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// ============================================================================
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if (!skipSynthetic) {
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// --------------------------------------------------------------------------
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// 1. Language Detection
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// --------------------------------------------------------------------------
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section("1. Language Detection");
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const langTests = [
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["src/auth.ts", "typescript"],
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["src/App.tsx", "tsx"],
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["src/util.js", "javascript"],
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["src/App.jsx", "tsx"],
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["src/auth.mts", "typescript"],
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["src/auth.cjs", "javascript"],
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["src/auth.py", "python"],
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["src/auth.go", "go"],
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["src/auth.rs", "rust"],
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["docs/README.md", null],
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["data/file.csv", null],
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["Makefile", null],
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["qmd://myproject/src/auth.ts", "typescript"],
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["qmd://docs/notes.md", null],
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];
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for (const [path, expected] of langTests) {
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const result = detectLanguage(path);
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check(`detectLanguage("${path}") = ${result}`, result === expected,
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`expected ${expected}, got ${result}`);
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}
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// --------------------------------------------------------------------------
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// 2. AST Break Points - TypeScript
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// --------------------------------------------------------------------------
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section("2. AST Break Points - TypeScript");
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const TS_SAMPLE = `import { Database } from './db';
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import type { User } from './types';
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interface AuthConfig {
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secret: string;
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ttl: number;
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}
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type UserId = string;
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export class AuthService {
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constructor(private db: Database) {}
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async authenticate(user: User, token: string): Promise<boolean> {
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const session = await this.db.findSession(token);
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return session?.userId === user.id;
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}
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validateToken(token: string): boolean {
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return token.length === 64;
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}
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}
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export function hashPassword(password: string): string {
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return crypto.createHash('sha256').update(password).digest('hex');
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}
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const helper = (x: number) => x * 2;
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`;
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const tsPoints = await getASTBreakPoints(TS_SAMPLE, "auth.ts");
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console.log(`\n TypeScript break points (${tsPoints.length} total):`);
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for (const p of tsPoints) {
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const snippet = TS_SAMPLE.slice(p.pos, p.pos + 40).replace(/\n/g, "\\n");
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console.log(` pos=${String(p.pos).padStart(4)} score=${String(p.score).padStart(3)} type=${p.type.padEnd(15)} text="${snippet}..."`);
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}
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check("Has import break points", tsPoints.some(p => p.type === "ast:import"));
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check("Has interface break point", tsPoints.some(p => p.type === "ast:iface"));
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check("Has type break point", tsPoints.some(p => p.type === "ast:type"));
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check("Has export break point (class)", tsPoints.some(p => p.type === "ast:export"));
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check("Has method break points", tsPoints.filter(p => p.type === "ast:method").length >= 2);
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check("Import scores 60", tsPoints.find(p => p.type === "ast:import")?.score === 60);
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check("Interface scores 100", tsPoints.find(p => p.type === "ast:iface")?.score === 100);
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check("Method scores 90", tsPoints.find(p => p.type === "ast:method")?.score === 90);
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check("Export scores 90", tsPoints.find(p => p.type === "ast:export")?.score === 90);
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check("Break points sorted by position", tsPoints.every((p, i) => i === 0 || p.pos >= tsPoints[i-1].pos));
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const firstImport = tsPoints.find(p => p.type === "ast:import");
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check("First import position is correct",
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TS_SAMPLE.slice(firstImport.pos, firstImport.pos + 6) === "import",
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`at pos ${firstImport.pos}: "${TS_SAMPLE.slice(firstImport.pos, firstImport.pos + 10)}"`);
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// --------------------------------------------------------------------------
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// 3. AST Break Points - Python
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// --------------------------------------------------------------------------
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section("3. AST Break Points - Python");
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const PY_SAMPLE = `import os
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from typing import Optional, List
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class UserService:
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def __init__(self, db):
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self.db = db
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async def find_user(self, user_id: str) -> Optional[dict]:
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return await self.db.find(user_id)
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def validate(self, user: dict) -> bool:
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return "id" in user and "name" in user
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def create_user(name: str, email: str) -> dict:
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return {"name": name, "email": email}
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@login_required
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def protected_endpoint():
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return "secret"
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`;
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const pyPoints = await getASTBreakPoints(PY_SAMPLE, "service.py");
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console.log(`\n Python break points (${pyPoints.length} total):`);
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for (const p of pyPoints) {
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const snippet = PY_SAMPLE.slice(p.pos, p.pos + 40).replace(/\n/g, "\\n");
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console.log(` pos=${String(p.pos).padStart(4)} score=${String(p.score).padStart(3)} type=${p.type.padEnd(15)} text="${snippet}..."`);
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}
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check("Has import break points", pyPoints.filter(p => p.type === "ast:import").length >= 2);
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check("Has class break point", pyPoints.some(p => p.type === "ast:class"));
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check("Has function break points (methods)", pyPoints.filter(p => p.type === "ast:func").length >= 3);
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check("Has decorated definition", pyPoints.some(p => p.type === "ast:decorated"));
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check("Class scores 100", pyPoints.find(p => p.type === "ast:class")?.score === 100);
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// --------------------------------------------------------------------------
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// 4. AST Break Points - Go
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// --------------------------------------------------------------------------
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section("4. AST Break Points - Go");
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const GO_SAMPLE = `package main
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import (
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"fmt"
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"net/http"
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)
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type Server struct {
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port int
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db *Database
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}
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type Config interface {
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GetPort() int
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}
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func NewServer(port int) *Server {
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return &Server{port: port}
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}
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func (s *Server) Start() error {
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return http.ListenAndServe(fmt.Sprintf(":%d", s.port), nil)
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}
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func (s *Server) Stop() {
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fmt.Println("stopping")
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}
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`;
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const goPoints = await getASTBreakPoints(GO_SAMPLE, "server.go");
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console.log(`\n Go break points (${goPoints.length} total):`);
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for (const p of goPoints) {
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const snippet = GO_SAMPLE.slice(p.pos, p.pos + 40).replace(/\n/g, "\\n");
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console.log(` pos=${String(p.pos).padStart(4)} score=${String(p.score).padStart(3)} type=${p.type.padEnd(15)} text="${snippet}..."`);
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}
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check("Has import break point", goPoints.some(p => p.type === "ast:import"));
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check("Has type break points", goPoints.filter(p => p.type === "ast:type").length >= 2);
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check("Has function break point", goPoints.some(p => p.type === "ast:func"));
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check("Has method break points", goPoints.filter(p => p.type === "ast:method").length >= 2);
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check("Type scores 80", goPoints.find(p => p.type === "ast:type")?.score === 80);
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// --------------------------------------------------------------------------
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// 5. AST Break Points - Rust
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// --------------------------------------------------------------------------
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section("5. AST Break Points - Rust");
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const RS_SAMPLE = `use std::collections::HashMap;
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use std::io;
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pub struct Config {
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port: u16,
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host: String,
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}
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impl Config {
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pub fn new(port: u16, host: String) -> Self {
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Config { port, host }
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}
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pub fn address(&self) -> String {
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format!("{}:{}", self.host, self.port)
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}
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}
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pub trait Configurable {
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fn configure(&mut self, config: &Config);
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}
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pub enum ServerState {
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Running,
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Stopped,
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Error(String),
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}
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pub fn start_server(config: Config) -> io::Result<()> {
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Ok(())
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}
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`;
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const rsPoints = await getASTBreakPoints(RS_SAMPLE, "config.rs");
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console.log(`\n Rust break points (${rsPoints.length} total):`);
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for (const p of rsPoints) {
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const snippet = RS_SAMPLE.slice(p.pos, p.pos + 40).replace(/\n/g, "\\n");
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console.log(` pos=${String(p.pos).padStart(4)} score=${String(p.score).padStart(3)} type=${p.type.padEnd(15)} text="${snippet}..."`);
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}
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check("Has use/import break points", rsPoints.filter(p => p.type === "ast:import").length >= 2);
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check("Has struct break point", rsPoints.some(p => p.type === "ast:struct"));
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check("Has impl break point", rsPoints.some(p => p.type === "ast:impl"));
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check("Has trait break point", rsPoints.some(p => p.type === "ast:trait"));
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check("Has enum break point", rsPoints.some(p => p.type === "ast:enum"));
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check("Has function break point", rsPoints.some(p => p.type === "ast:func"));
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check("Struct scores 100", rsPoints.find(p => p.type === "ast:struct")?.score === 100);
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check("Impl scores 100", rsPoints.find(p => p.type === "ast:impl")?.score === 100);
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check("Trait scores 100", rsPoints.find(p => p.type === "ast:trait")?.score === 100);
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check("Enum scores 80", rsPoints.find(p => p.type === "ast:enum")?.score === 80);
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// --------------------------------------------------------------------------
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// 6. Merge Break Points
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// --------------------------------------------------------------------------
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section("6. mergeBreakPoints");
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const regexPoints = [
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{ pos: 10, score: 20, type: "blank" },
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{ pos: 50, score: 1, type: "newline" },
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{ pos: 100, score: 20, type: "blank" },
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];
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const astPointsMerge = [
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{ pos: 10, score: 90, type: "ast:func" },
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{ pos: 75, score: 100, type: "ast:class" },
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{ pos: 100, score: 60, type: "ast:import" },
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];
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const merged = mergeBreakPoints(regexPoints, astPointsMerge);
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console.log(`\n Merged break points (${merged.length} total):`);
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for (const p of merged) {
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console.log(` pos=${String(p.pos).padStart(4)} score=${String(p.score).padStart(3)} type=${p.type}`);
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}
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check("Merge has 4 unique positions", merged.length === 4);
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check("pos 10: AST wins (90 > 20)", merged.find(p => p.pos === 10)?.score === 90);
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check("pos 50: regex only (1)", merged.find(p => p.pos === 50)?.score === 1);
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check("pos 75: AST only (100)", merged.find(p => p.pos === 75)?.score === 100);
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check("pos 100: AST wins (60 > 20)", merged.find(p => p.pos === 100)?.score === 60);
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check("Sorted by position", merged.every((p, i) => i === 0 || p.pos >= merged[i-1].pos));
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// --------------------------------------------------------------------------
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// 7. AST vs Regex Chunking Comparison (Large Synthetic File)
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// --------------------------------------------------------------------------
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section("7. AST vs Regex Chunking Comparison");
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const largeTSParts = [];
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for (let i = 0; i < 30; i++) {
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largeTSParts.push(`
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export function handler${i}(req: Request, res: Response): void {
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const startTime = Date.now();
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const userId = req.params.userId;
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const sessionToken = req.headers.authorization;
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// Validate the incoming request parameters
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if (!userId || !sessionToken) {
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res.status(400).json({ error: "Missing required parameters" });
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return;
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}
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// Process the request with detailed logging
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console.log(\`Processing request \${i} for user \${userId}\`);
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const result = processBusinessLogic${i}(userId, sessionToken);
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// Return the response with timing info
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const elapsed = Date.now() - startTime;
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res.json({ data: result, processingTimeMs: elapsed });
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}
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`);
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}
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const largeTS = largeTSParts.join("\n");
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console.log(`\n Large TS file: ${largeTS.length} chars, ${largeTSParts.length} functions`);
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const regexChunks = chunkDocument(largeTS);
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const astChunks = await chunkDocumentAsync(largeTS, undefined, undefined, undefined, "handlers.ts", "auto");
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console.log(` Regex chunks: ${regexChunks.length}`);
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console.log(` AST chunks: ${astChunks.length}`);
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function countSplitFunctions(chunks, source) {
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let splits = 0;
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for (let i = 0; i < 30; i++) {
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const funcStart = source.indexOf(`function handler${i}(`);
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const nextFunc = source.indexOf(`function handler${i + 1}(`, funcStart + 1);
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const funcEnd = nextFunc > 0 ? nextFunc : source.length;
|
||||
const chunkIndices = new Set();
|
||||
for (let ci = 0; ci < chunks.length; ci++) {
|
||||
const chunkStart = chunks[ci].pos;
|
||||
const chunkEnd = chunkStart + chunks[ci].text.length;
|
||||
if (chunkStart < funcEnd && chunkEnd > funcStart) {
|
||||
chunkIndices.add(ci);
|
||||
}
|
||||
}
|
||||
if (chunkIndices.size > 1) splits++;
|
||||
}
|
||||
return splits;
|
||||
}
|
||||
|
||||
const regexSplits = countSplitFunctions(regexChunks, largeTS);
|
||||
const astSplitsSynth = countSplitFunctions(astChunks, largeTS);
|
||||
|
||||
console.log(`\n Functions split across chunks:`);
|
||||
console.log(` Regex: ${regexSplits} / 30`);
|
||||
console.log(` AST: ${astSplitsSynth} / 30`);
|
||||
|
||||
check("AST splits fewer functions than regex", astSplitsSynth <= regexSplits,
|
||||
`AST split ${astSplitsSynth}, regex split ${regexSplits}`);
|
||||
|
||||
// --------------------------------------------------------------------------
|
||||
// 8. Markdown Files Unchanged
|
||||
// --------------------------------------------------------------------------
|
||||
section("8. Markdown Files Unchanged in Auto Mode");
|
||||
|
||||
const mdContent = [];
|
||||
for (let i = 0; i < 15; i++) {
|
||||
mdContent.push(`# Section ${i}\n\n${"Lorem ipsum dolor sit amet. ".repeat(40)}\n`);
|
||||
}
|
||||
const largeMD = mdContent.join("\n");
|
||||
|
||||
const mdRegex = chunkDocument(largeMD);
|
||||
const mdAst = await chunkDocumentAsync(largeMD, undefined, undefined, undefined, "readme.md", "auto");
|
||||
|
||||
check("Same number of chunks", mdRegex.length === mdAst.length,
|
||||
`regex=${mdRegex.length}, ast=${mdAst.length}`);
|
||||
|
||||
let mdIdentical = true;
|
||||
for (let i = 0; i < mdRegex.length; i++) {
|
||||
if (mdRegex[i]?.text !== mdAst[i]?.text || mdRegex[i]?.pos !== mdAst[i]?.pos) {
|
||||
mdIdentical = false;
|
||||
break;
|
||||
}
|
||||
}
|
||||
check("Chunk content is identical", mdIdentical);
|
||||
|
||||
// --------------------------------------------------------------------------
|
||||
// 9-11. Strategy bypass, no-filepath fallback, error handling
|
||||
// --------------------------------------------------------------------------
|
||||
section("9. Regex Strategy Bypass");
|
||||
const regexOnly = await chunkDocumentAsync(largeTS, undefined, undefined, undefined, "handlers.ts", "regex");
|
||||
const syncRegex = chunkDocument(largeTS);
|
||||
check("Same chunks as sync regex", regexOnly.length === syncRegex.length &&
|
||||
regexOnly.every((c, i) => c.text === syncRegex[i]?.text));
|
||||
|
||||
section("10. No Filepath Falls Back to Regex");
|
||||
const noPathChunks = await chunkDocumentAsync(largeTS, undefined, undefined, undefined, undefined, "auto");
|
||||
check("Same chunks as regex", noPathChunks.length === syncRegex.length);
|
||||
|
||||
section("11. Error Handling & Edge Cases");
|
||||
check("Empty file -> []", (await getASTBreakPoints("", "e.ts")).length === 0);
|
||||
check("Broken syntax doesn't crash", Array.isArray(await getASTBreakPoints("function { %%", "x.ts")));
|
||||
check("Unknown ext -> []", (await getASTBreakPoints("data", "f.csv")).length === 0);
|
||||
check("Markdown -> []", (await getASTBreakPoints("# H", "r.md")).length === 0);
|
||||
const smallChunks = await chunkDocumentAsync("export const x = 1;", undefined, undefined, undefined, "s.ts", "auto");
|
||||
check("Small file -> 1 chunk", smallChunks.length === 1);
|
||||
|
||||
// --------------------------------------------------------------------------
|
||||
// 12. chunkDocumentWithBreakPoints Equivalence
|
||||
// --------------------------------------------------------------------------
|
||||
section("12. chunkDocumentWithBreakPoints Equivalence");
|
||||
const eqContent = "a".repeat(5000) + "\n\n" + "b".repeat(5000);
|
||||
const eqOld = chunkDocument(eqContent);
|
||||
const eqNew = chunkDocumentWithBreakPoints(eqContent, scanBreakPoints(eqContent), findCodeFences(eqContent));
|
||||
check("Identical output", eqOld.length === eqNew.length &&
|
||||
eqOld.every((c, i) => c.text === eqNew[i]?.text && c.pos === eqNew[i]?.pos));
|
||||
|
||||
// --------------------------------------------------------------------------
|
||||
// 13. Synthetic performance
|
||||
// --------------------------------------------------------------------------
|
||||
section("13. Synthetic Performance");
|
||||
|
||||
const t0 = performance.now();
|
||||
for (let i = 0; i < 10; i++) await getASTBreakPoints(largeTS, "p.ts");
|
||||
const astExtractMs = (performance.now() - t0) / 10;
|
||||
|
||||
const t1 = performance.now();
|
||||
for (let i = 0; i < 10; i++) scanBreakPoints(largeTS);
|
||||
const regexExtractMs = (performance.now() - t1) / 10;
|
||||
|
||||
const t2 = performance.now();
|
||||
for (let i = 0; i < 10; i++) await chunkDocumentAsync(largeTS, undefined, undefined, undefined, "p.ts", "auto");
|
||||
const astFullMs = (performance.now() - t2) / 10;
|
||||
|
||||
const t3 = performance.now();
|
||||
for (let i = 0; i < 10; i++) chunkDocument(largeTS);
|
||||
const regexFullMs = (performance.now() - t3) / 10;
|
||||
|
||||
console.log(`\n File size: ${formatBytes(largeTS.length)}`);
|
||||
console.log(` AST break point extraction: ${astExtractMs.toFixed(1)}ms`);
|
||||
console.log(` Regex break point extraction: ${regexExtractMs.toFixed(1)}ms`);
|
||||
console.log(` Full AST chunking: ${astFullMs.toFixed(1)}ms`);
|
||||
console.log(` Full regex chunking: ${regexFullMs.toFixed(1)}ms`);
|
||||
console.log(` Overhead per file: ${(astFullMs - regexFullMs).toFixed(1)}ms`);
|
||||
|
||||
check("AST chunking < 50ms per file", astFullMs < 50, `was ${astFullMs.toFixed(1)}ms`);
|
||||
|
||||
// End of synthetic tests
|
||||
section("Synthetic Test Results");
|
||||
console.log(`\n ${passed} passed, ${failed} failed`);
|
||||
|
||||
} // end if (!skipSynthetic)
|
||||
|
||||
|
||||
// ============================================================================
|
||||
// PART 2: Real Collection Scan
|
||||
// ============================================================================
|
||||
|
||||
if (scanDir) {
|
||||
|
||||
section(`Real Collection Scan: ${scanDir}`);
|
||||
|
||||
console.log(`\n Discovering files...`);
|
||||
const realFiles = walkDir(scanDir);
|
||||
console.log(` Found ${realFiles.length} files\n`);
|
||||
|
||||
if (realFiles.length === 0) {
|
||||
console.log(" No supported files found. Supported: .ts .tsx .js .jsx .py .go .rs .md");
|
||||
} else {
|
||||
|
||||
// Classify files
|
||||
const byLang = {};
|
||||
let totalBytes = 0;
|
||||
const fileEntries = [];
|
||||
|
||||
for (const filepath of realFiles) {
|
||||
let content;
|
||||
try {
|
||||
const stat = statSync(filepath);
|
||||
if (stat.size > 500_000) continue; // skip files > 500KB
|
||||
content = readFileSync(filepath, "utf-8");
|
||||
} catch {
|
||||
continue;
|
||||
}
|
||||
if (!content.trim()) continue;
|
||||
|
||||
const rel = relative(scanDir, filepath);
|
||||
const lang = detectLanguage(filepath);
|
||||
const langLabel = lang ?? "markdown";
|
||||
|
||||
byLang[langLabel] = (byLang[langLabel] || 0) + 1;
|
||||
totalBytes += content.length;
|
||||
fileEntries.push({ filepath, rel, lang, langLabel, content });
|
||||
}
|
||||
|
||||
// Print file distribution
|
||||
console.log(" File distribution:");
|
||||
for (const [lang, count] of Object.entries(byLang).sort((a, b) => b[1] - a[1])) {
|
||||
console.log(` ${lang.padEnd(14)} ${count} files`);
|
||||
}
|
||||
console.log(` ${"total".padEnd(14)} ${fileEntries.length} files (${formatBytes(totalBytes)})`);
|
||||
|
||||
// ---- Per-file analysis ----
|
||||
|
||||
// Accumulators
|
||||
const perLang = {};
|
||||
let totalRegexChunks = 0;
|
||||
let totalAstChunks = 0;
|
||||
let totalRegexMs = 0;
|
||||
let totalAstMs = 0;
|
||||
let filesWithDifference = 0;
|
||||
let multiChunkFiles = 0;
|
||||
const bigDiffs = []; // files where AST made the biggest difference
|
||||
|
||||
console.log(`\n Analyzing ${fileEntries.length} files...\n`);
|
||||
|
||||
for (const entry of fileEntries) {
|
||||
const { rel, lang, langLabel, content } = entry;
|
||||
const isCode = lang !== null;
|
||||
|
||||
// Regex chunking
|
||||
const rt0 = performance.now();
|
||||
const rChunks = chunkDocument(content);
|
||||
const rMs = performance.now() - rt0;
|
||||
|
||||
// AST chunking
|
||||
const at0 = performance.now();
|
||||
const aChunks = await chunkDocumentAsync(content, undefined, undefined, undefined, rel, "auto");
|
||||
const aMs = performance.now() - at0;
|
||||
|
||||
totalRegexChunks += rChunks.length;
|
||||
totalAstChunks += aChunks.length;
|
||||
totalRegexMs += rMs;
|
||||
totalAstMs += aMs;
|
||||
|
||||
if (rChunks.length > 1 || aChunks.length > 1) multiChunkFiles++;
|
||||
|
||||
const chunkDiff = aChunks.length - rChunks.length;
|
||||
const contentDiffers = rChunks.length !== aChunks.length ||
|
||||
rChunks.some((c, i) => c.text !== aChunks[i]?.text);
|
||||
|
||||
if (contentDiffers) filesWithDifference++;
|
||||
|
||||
// Per-language stats
|
||||
if (!perLang[langLabel]) {
|
||||
perLang[langLabel] = {
|
||||
files: 0, bytes: 0, regexChunks: 0, astChunks: 0,
|
||||
regexMs: 0, astMs: 0, astBreakpoints: 0, diffs: 0,
|
||||
};
|
||||
}
|
||||
const s = perLang[langLabel];
|
||||
s.files++;
|
||||
s.bytes += content.length;
|
||||
s.regexChunks += rChunks.length;
|
||||
s.astChunks += aChunks.length;
|
||||
s.regexMs += rMs;
|
||||
s.astMs += aMs;
|
||||
if (contentDiffers) s.diffs++;
|
||||
|
||||
// Count AST breakpoints for code files
|
||||
if (isCode) {
|
||||
const bp = await getASTBreakPoints(content, rel);
|
||||
s.astBreakpoints += bp.length;
|
||||
}
|
||||
|
||||
// Track big differences for the detailed report
|
||||
if (contentDiffers && isCode && (rChunks.length > 1 || aChunks.length > 1)) {
|
||||
bigDiffs.push({
|
||||
rel, lang: langLabel, bytes: content.length,
|
||||
regexN: rChunks.length, astN: aChunks.length,
|
||||
diff: chunkDiff, overheadMs: aMs - rMs,
|
||||
});
|
||||
}
|
||||
}
|
||||
|
||||
// ---- Aggregate report ----
|
||||
|
||||
section("Per-Language Summary");
|
||||
|
||||
const langOrder = Object.entries(perLang).sort((a, b) => b[1].files - a[1].files);
|
||||
const colW = { lang: 14, files: 7, bytes: 10, rChunks: 9, aChunks: 9, bps: 6, diffs: 6, rMs: 9, aMs: 9 };
|
||||
|
||||
console.log(
|
||||
`\n ${"Language".padEnd(colW.lang)}${"Files".padStart(colW.files)}${"Size".padStart(colW.bytes)}` +
|
||||
`${"Rx Chnk".padStart(colW.rChunks)}${"AST Chnk".padStart(colW.aChunks)}` +
|
||||
`${"BPs".padStart(colW.bps)}${"Diffs".padStart(colW.diffs)}` +
|
||||
`${"Rx ms".padStart(colW.rMs)}${"AST ms".padStart(colW.aMs)}`
|
||||
);
|
||||
console.log(" " + "-".repeat(Object.values(colW).reduce((a, b) => a + b, 0)));
|
||||
|
||||
for (const [lang, s] of langOrder) {
|
||||
console.log(
|
||||
` ${lang.padEnd(colW.lang)}` +
|
||||
`${String(s.files).padStart(colW.files)}` +
|
||||
`${formatBytes(s.bytes).padStart(colW.bytes)}` +
|
||||
`${String(s.regexChunks).padStart(colW.rChunks)}` +
|
||||
`${String(s.astChunks).padStart(colW.aChunks)}` +
|
||||
`${String(s.astBreakpoints).padStart(colW.bps)}` +
|
||||
`${String(s.diffs).padStart(colW.diffs)}` +
|
||||
`${s.regexMs.toFixed(1).padStart(colW.rMs)}` +
|
||||
`${s.astMs.toFixed(1).padStart(colW.aMs)}`
|
||||
);
|
||||
}
|
||||
|
||||
console.log(" " + "-".repeat(Object.values(colW).reduce((a, b) => a + b, 0)));
|
||||
console.log(
|
||||
` ${"TOTAL".padEnd(colW.lang)}` +
|
||||
`${String(fileEntries.length).padStart(colW.files)}` +
|
||||
`${formatBytes(totalBytes).padStart(colW.bytes)}` +
|
||||
`${String(totalRegexChunks).padStart(colW.rChunks)}` +
|
||||
`${String(totalAstChunks).padStart(colW.aChunks)}` +
|
||||
`${"".padStart(colW.bps)}` +
|
||||
`${String(filesWithDifference).padStart(colW.diffs)}` +
|
||||
`${totalRegexMs.toFixed(1).padStart(colW.rMs)}` +
|
||||
`${totalAstMs.toFixed(1).padStart(colW.aMs)}`
|
||||
);
|
||||
|
||||
// ---- Headline stats ----
|
||||
|
||||
section("Headline Stats");
|
||||
|
||||
const codeFiles = fileEntries.filter(e => e.lang !== null).length;
|
||||
const mdFiles = fileEntries.filter(e => e.lang === null).length;
|
||||
const avgOverheadMs = codeFiles > 0
|
||||
? (langOrder.filter(([l]) => l !== "markdown").reduce((s, [, v]) => s + v.astMs - v.regexMs, 0)) / codeFiles
|
||||
: 0;
|
||||
|
||||
console.log(`
|
||||
Files scanned: ${fileEntries.length} (${codeFiles} code, ${mdFiles} markdown)
|
||||
Multi-chunk files: ${multiChunkFiles} (files large enough to produce >1 chunk)
|
||||
Files where AST differed: ${filesWithDifference} / ${fileEntries.length} (${pct(filesWithDifference, fileEntries.length)})
|
||||
Total chunks (regex): ${totalRegexChunks}
|
||||
Total chunks (AST): ${totalAstChunks} (${totalAstChunks > totalRegexChunks ? "+" : ""}${totalAstChunks - totalRegexChunks})
|
||||
Total time (regex): ${totalRegexMs.toFixed(1)}ms
|
||||
Total time (AST): ${totalAstMs.toFixed(1)}ms (+${(totalAstMs - totalRegexMs).toFixed(1)}ms overhead)
|
||||
Avg overhead per code file: ${avgOverheadMs.toFixed(2)}ms
|
||||
`);
|
||||
|
||||
// ---- Top differences ----
|
||||
|
||||
if (bigDiffs.length > 0) {
|
||||
section("Top Files Where AST Changed Chunking");
|
||||
|
||||
bigDiffs.sort((a, b) => Math.abs(b.diff) - Math.abs(a.diff));
|
||||
const topN = bigDiffs.slice(0, 20);
|
||||
|
||||
console.log(
|
||||
`\n ${"File".padEnd(50)} ${"Lang".padEnd(12)} ${"Size".padStart(8)} ` +
|
||||
`${"Rx".padStart(4)} ${"AST".padStart(4)} ${"Diff".padStart(5)} ` +
|
||||
`${"OH ms".padStart(7)}`
|
||||
);
|
||||
console.log(" " + "-".repeat(94));
|
||||
|
||||
for (const d of topN) {
|
||||
const sign = d.diff > 0 ? "+" : "";
|
||||
console.log(
|
||||
` ${d.rel.slice(0, 49).padEnd(50)} ${d.lang.padEnd(12)} ${formatBytes(d.bytes).padStart(8)} ` +
|
||||
`${String(d.regexN).padStart(4)} ${String(d.astN).padStart(4)} ${(sign + d.diff).padStart(5)} ` +
|
||||
`${d.overheadMs.toFixed(1).padStart(7)}`
|
||||
);
|
||||
}
|
||||
|
||||
if (bigDiffs.length > 20) {
|
||||
console.log(`\n ... and ${bigDiffs.length - 20} more files with differences`);
|
||||
}
|
||||
}
|
||||
|
||||
// ---- Markdown regression check ----
|
||||
|
||||
const mdEntries = fileEntries.filter(e => e.lang === null);
|
||||
if (mdEntries.length > 0) {
|
||||
section("Markdown Regression Check");
|
||||
|
||||
let mdRegressions = 0;
|
||||
for (const entry of mdEntries) {
|
||||
const rChunks = chunkDocument(entry.content);
|
||||
const aChunks = await chunkDocumentAsync(entry.content, undefined, undefined, undefined, entry.rel, "auto");
|
||||
const same = rChunks.length === aChunks.length &&
|
||||
rChunks.every((c, i) => c.text === aChunks[i]?.text);
|
||||
if (!same) {
|
||||
mdRegressions++;
|
||||
console.log(` REGRESSION: ${entry.rel} (regex=${rChunks.length}, ast=${aChunks.length})`);
|
||||
}
|
||||
}
|
||||
|
||||
if (mdRegressions === 0) {
|
||||
console.log(`\n All ${mdEntries.length} markdown files produce identical chunks. No regressions.`);
|
||||
} else {
|
||||
console.log(`\n ${mdRegressions} / ${mdEntries.length} markdown files differ (unexpected!)`);
|
||||
}
|
||||
}
|
||||
|
||||
} // end if realFiles.length > 0
|
||||
|
||||
} // end if scanDir
|
||||
|
||||
// ============================================================================
|
||||
// Final Summary
|
||||
// ============================================================================
|
||||
|
||||
console.log(`\n${"=".repeat(70)}`);
|
||||
if (!skipSynthetic) {
|
||||
console.log(` SYNTHETIC TESTS: ${passed} passed, ${failed} failed`);
|
||||
}
|
||||
if (scanDir) {
|
||||
console.log(` COLLECTION SCAN: complete (see report above)`);
|
||||
}
|
||||
if (!scanDir && !skipSynthetic) {
|
||||
console.log(`\n Tip: Run with a directory argument to scan real files:`);
|
||||
console.log(` npx tsx test-ast-chunking.mjs ~/dev/my-project`);
|
||||
}
|
||||
console.log("=".repeat(70));
|
||||
|
||||
if (failed > 0) process.exit(1);
|
||||
199
test/ast-chunking.test.ts
Normal file
199
test/ast-chunking.test.ts
Normal file
@ -0,0 +1,199 @@
|
||||
/**
|
||||
* Integration tests for AST-aware chunking.
|
||||
*
|
||||
* Migrated from the standalone test-ast-chunking.mjs script into the
|
||||
* vitest suite. Covers the integration between AST break point extraction
|
||||
* and the chunking pipeline — areas not tested by the unit-level ast.test.ts.
|
||||
*/
|
||||
|
||||
import { describe, test, expect } from "vitest";
|
||||
import { getASTBreakPoints } from "../src/ast.js";
|
||||
import {
|
||||
chunkDocument,
|
||||
chunkDocumentAsync,
|
||||
chunkDocumentWithBreakPoints,
|
||||
mergeBreakPoints,
|
||||
scanBreakPoints,
|
||||
findCodeFences,
|
||||
} from "../src/store.js";
|
||||
|
||||
// ==========================================================================
|
||||
// mergeBreakPoints
|
||||
// ==========================================================================
|
||||
|
||||
describe("mergeBreakPoints", () => {
|
||||
test("merges regex and AST break points, higher score wins at same position", () => {
|
||||
const regexPoints = [
|
||||
{ pos: 10, score: 20, type: "blank" },
|
||||
{ pos: 50, score: 1, type: "newline" },
|
||||
{ pos: 100, score: 20, type: "blank" },
|
||||
];
|
||||
const astPoints = [
|
||||
{ pos: 10, score: 90, type: "ast:func" },
|
||||
{ pos: 75, score: 100, type: "ast:class" },
|
||||
{ pos: 100, score: 60, type: "ast:import" },
|
||||
];
|
||||
|
||||
const merged = mergeBreakPoints(regexPoints, astPoints);
|
||||
|
||||
expect(merged).toHaveLength(4);
|
||||
expect(merged.find(p => p.pos === 10)?.score).toBe(90); // AST wins (90 > 20)
|
||||
expect(merged.find(p => p.pos === 50)?.score).toBe(1); // regex only
|
||||
expect(merged.find(p => p.pos === 75)?.score).toBe(100); // AST only
|
||||
expect(merged.find(p => p.pos === 100)?.score).toBe(60); // AST wins (60 > 20)
|
||||
});
|
||||
|
||||
test("result is sorted by position", () => {
|
||||
const merged = mergeBreakPoints(
|
||||
[{ pos: 100, score: 10, type: "a" }],
|
||||
[{ pos: 5, score: 50, type: "b" }],
|
||||
);
|
||||
expect(merged[0]!.pos).toBeLessThan(merged[1]!.pos);
|
||||
});
|
||||
});
|
||||
|
||||
// ==========================================================================
|
||||
// AST vs Regex chunking comparison
|
||||
// ==========================================================================
|
||||
|
||||
describe("AST vs Regex chunking", () => {
|
||||
// Generate a large TS file with 30 functions
|
||||
const parts: string[] = [];
|
||||
for (let i = 0; i < 30; i++) {
|
||||
parts.push(`
|
||||
export function handler${i}(req: Request, res: Response): void {
|
||||
const startTime = Date.now();
|
||||
const userId = req.params.userId;
|
||||
const sessionToken = req.headers.authorization;
|
||||
|
||||
if (!userId || !sessionToken) {
|
||||
res.status(400).json({ error: "Missing required parameters" });
|
||||
return;
|
||||
}
|
||||
|
||||
console.log(\`Processing request ${i} for user \${userId}\`);
|
||||
const result = processBusinessLogic${i}(userId, sessionToken);
|
||||
|
||||
const elapsed = Date.now() - startTime;
|
||||
res.json({ data: result, processingTimeMs: elapsed });
|
||||
}
|
||||
`);
|
||||
}
|
||||
const largeTS = parts.join("\n");
|
||||
|
||||
function countSplitFunctions(chunks: { text: string; pos: number }[]): number {
|
||||
let splits = 0;
|
||||
for (let i = 0; i < 30; i++) {
|
||||
const funcStart = largeTS.indexOf(`function handler${i}(`);
|
||||
const nextFunc = largeTS.indexOf(`function handler${i + 1}(`, funcStart + 1);
|
||||
const funcEnd = nextFunc > 0 ? nextFunc : largeTS.length;
|
||||
const chunkIndices = new Set<number>();
|
||||
for (let ci = 0; ci < chunks.length; ci++) {
|
||||
const chunkStart = chunks[ci]!.pos;
|
||||
const chunkEnd = chunkStart + chunks[ci]!.text.length;
|
||||
if (chunkStart < funcEnd && chunkEnd > funcStart) {
|
||||
chunkIndices.add(ci);
|
||||
}
|
||||
}
|
||||
if (chunkIndices.size > 1) splits++;
|
||||
}
|
||||
return splits;
|
||||
}
|
||||
|
||||
test("AST splits fewer functions across chunk boundaries than regex", async () => {
|
||||
const regexChunks = chunkDocument(largeTS);
|
||||
const astChunks = await chunkDocumentAsync(largeTS, undefined, undefined, undefined, "handlers.ts", "auto");
|
||||
|
||||
const regexSplits = countSplitFunctions(regexChunks);
|
||||
const astSplits = countSplitFunctions(astChunks);
|
||||
|
||||
expect(astSplits).toBeLessThanOrEqual(regexSplits);
|
||||
});
|
||||
|
||||
test("markdown files produce identical chunks in auto vs regex mode", async () => {
|
||||
const sections: string[] = [];
|
||||
for (let i = 0; i < 15; i++) {
|
||||
sections.push(`# Section ${i}\n\n${"Lorem ipsum dolor sit amet. ".repeat(40)}\n`);
|
||||
}
|
||||
const largeMD = sections.join("\n");
|
||||
|
||||
const mdRegex = chunkDocument(largeMD);
|
||||
const mdAst = await chunkDocumentAsync(largeMD, undefined, undefined, undefined, "readme.md", "auto");
|
||||
|
||||
expect(mdAst).toHaveLength(mdRegex.length);
|
||||
for (let i = 0; i < mdRegex.length; i++) {
|
||||
expect(mdAst[i]?.text).toBe(mdRegex[i]?.text);
|
||||
expect(mdAst[i]?.pos).toBe(mdRegex[i]?.pos);
|
||||
}
|
||||
});
|
||||
|
||||
test("regex strategy bypasses AST entirely", async () => {
|
||||
const regexOnly = await chunkDocumentAsync(largeTS, undefined, undefined, undefined, "handlers.ts", "regex");
|
||||
const syncRegex = chunkDocument(largeTS);
|
||||
|
||||
expect(regexOnly).toHaveLength(syncRegex.length);
|
||||
for (let i = 0; i < syncRegex.length; i++) {
|
||||
expect(regexOnly[i]?.text).toBe(syncRegex[i]?.text);
|
||||
}
|
||||
});
|
||||
|
||||
test("no filepath falls back to regex", async () => {
|
||||
const noPathChunks = await chunkDocumentAsync(largeTS, undefined, undefined, undefined, undefined, "auto");
|
||||
const syncRegex = chunkDocument(largeTS);
|
||||
expect(noPathChunks).toHaveLength(syncRegex.length);
|
||||
});
|
||||
|
||||
test("small file produces single chunk", async () => {
|
||||
const smallChunks = await chunkDocumentAsync("export const x = 1;", undefined, undefined, undefined, "s.ts", "auto");
|
||||
expect(smallChunks).toHaveLength(1);
|
||||
});
|
||||
});
|
||||
|
||||
// ==========================================================================
|
||||
// chunkDocumentWithBreakPoints equivalence
|
||||
// ==========================================================================
|
||||
|
||||
describe("chunkDocumentWithBreakPoints equivalence", () => {
|
||||
test("produces identical output to chunkDocument for the same content", () => {
|
||||
const content = "a".repeat(5000) + "\n\n" + "b".repeat(5000);
|
||||
const old = chunkDocument(content);
|
||||
const withBP = chunkDocumentWithBreakPoints(content, scanBreakPoints(content), findCodeFences(content));
|
||||
|
||||
expect(withBP).toHaveLength(old.length);
|
||||
for (let i = 0; i < old.length; i++) {
|
||||
expect(withBP[i]?.text).toBe(old[i]?.text);
|
||||
expect(withBP[i]?.pos).toBe(old[i]?.pos);
|
||||
}
|
||||
});
|
||||
});
|
||||
|
||||
// ==========================================================================
|
||||
// Score assertions not covered by ast.test.ts unit tests
|
||||
// ==========================================================================
|
||||
|
||||
describe("AST break point scores", () => {
|
||||
test("TypeScript export (class) scores 90", async () => {
|
||||
const code = `export class Foo {}\nexport function bar() {}`;
|
||||
const points = await getASTBreakPoints(code, "a.ts");
|
||||
const exportPoint = points.find(p => p.type === "ast:export");
|
||||
expect(exportPoint?.score).toBe(90);
|
||||
});
|
||||
|
||||
test("Python class scores 100", async () => {
|
||||
const code = `class Foo:\n pass\n\ndef bar():\n pass`;
|
||||
const points = await getASTBreakPoints(code, "a.py");
|
||||
expect(points.find(p => p.type === "ast:class")?.score).toBe(100);
|
||||
});
|
||||
|
||||
test("Go type scores 80", async () => {
|
||||
const code = `package main\n\ntype Server struct {\n port int\n}\n\nfunc main() {}`;
|
||||
const points = await getASTBreakPoints(code, "a.go");
|
||||
expect(points.find(p => p.type === "ast:type")?.score).toBe(80);
|
||||
});
|
||||
|
||||
test("Rust enum scores 80", async () => {
|
||||
const code = `enum State {\n On,\n Off,\n}\n\nfn main() {}`;
|
||||
const points = await getASTBreakPoints(code, "a.rs");
|
||||
expect(points.find(p => p.type === "ast:enum")?.score).toBe(80);
|
||||
});
|
||||
});
|
||||
Loading…
Reference in New Issue
Block a user