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316 lines (274 loc) · 10.4 KB
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#!/usr/bin/env node
/**
* Resolution precision/recall benchmark runner.
*
* Builds codegraph for each hand-annotated fixture project, compares resolved
* call edges against expected-edges.json manifests, and outputs JSON with
* per-language precision and recall.
*
* Usage:
* node scripts/resolution-benchmark.ts [--version <v>] [--npm]
*
* Output (stdout):
* { "javascript": { "precision": 0.92, "recall": 0.67, ... }, ... }
*/
import { execFileSync } from 'node:child_process';
import fs from 'node:fs';
import os from 'node:os';
import path from 'node:path';
import { fileURLToPath } from 'node:url';
import { resolveBenchmarkSource, srcImport } from './lib/bench-config.js';
const __dirname = path.dirname(fileURLToPath(import.meta.url));
const root = path.resolve(__dirname, '..');
const FIXTURES_DIR = path.join(root, 'tests', 'benchmarks', 'resolution', 'fixtures');
// ── Types ─────────────────────────────────────────────────────────────────
interface ResolvedEdge {
source_name: string;
source_file: string;
target_name: string;
target_file: string;
kind: string;
confidence: number;
}
interface ExpectedEdge {
source: { name: string; file: string };
target: { name: string; file: string };
mode?: string;
}
interface ModeMetrics {
expected: number;
resolved: number;
recall: number;
}
interface DynamicEdge {
source_name: string;
source_file: string;
target_name: string;
target_file: string;
}
interface LangResult {
precision: number;
recall: number;
truePositives: number;
falsePositives: number;
falseNegatives: number;
totalResolved: number;
totalExpected: number;
byMode: Record<string, ModeMetrics>;
// Edge lists are included so the gate test can reuse this artifact
// instead of rebuilding fixtures from scratch (see issue #1052).
falsePositiveEdges: string[];
falseNegativeEdges: string[];
dynamicEdges?: number;
dynamicConfirmed?: number;
}
// ── Helpers ──────────────────────────────────────────────────────────────
// Files to skip when copying fixtures (not source code for codegraph)
const SKIP_FILES = new Set(['expected-edges.json', 'driver.mjs', 'dynamic-edges.json']);
function copyFixture(lang: string): string {
const src = path.join(FIXTURES_DIR, lang);
const tmp = fs.mkdtempSync(path.join(os.tmpdir(), `codegraph-resolution-${lang}-`));
for (const entry of fs.readdirSync(src, { withFileTypes: true })) {
if (SKIP_FILES.has(entry.name)) continue;
if (!entry.isFile()) {
console.error(` Warning: skipping subdirectory "${entry.name}" in ${lang} fixture (flat copy only)`);
continue;
}
fs.copyFileSync(path.join(src, entry.name), path.join(tmp, entry.name));
}
return tmp;
}
function normalizeFile(filePath: string): string {
return path.basename(filePath);
}
function edgeKey(sourceName: string, sourceFile: string, targetName: string, targetFile: string): string {
return `${sourceName}@${normalizeFile(sourceFile)} -> ${targetName}@${normalizeFile(targetFile)}`;
}
function computeMetrics(resolvedEdges: ResolvedEdge[], expectedEdges: ExpectedEdge[]): LangResult {
const resolvedSet = new Set(
resolvedEdges.map((e) => edgeKey(e.source_name, e.source_file, e.target_name, e.target_file)),
);
const expectedSet = new Set(
expectedEdges.map((e) => edgeKey(e.source.name, e.source.file, e.target.name, e.target.file)),
);
const truePositives = new Set([...resolvedSet].filter((k) => expectedSet.has(k)));
const falsePositives = new Set([...resolvedSet].filter((k) => !expectedSet.has(k)));
const falseNegatives = new Set([...expectedSet].filter((k) => !resolvedSet.has(k)));
const precision = resolvedSet.size > 0 ? truePositives.size / resolvedSet.size : 0;
const recall = expectedSet.size > 0 ? truePositives.size / expectedSet.size : 0;
const byMode: Record<string, ModeMetrics> = {};
for (const edge of expectedEdges) {
const mode = edge.mode || 'unknown';
if (!byMode[mode]) byMode[mode] = { expected: 0, resolved: 0, recall: 0 };
byMode[mode].expected++;
const key = edgeKey(edge.source.name, edge.source.file, edge.target.name, edge.target.file);
if (resolvedSet.has(key)) byMode[mode].resolved++;
}
for (const mode of Object.keys(byMode)) {
const m = byMode[mode];
m.recall = m.expected > 0 ? m.resolved / m.expected : 0;
}
return {
precision: Math.round(precision * 1000) / 1000,
recall: Math.round(recall * 1000) / 1000,
truePositives: truePositives.size,
falsePositives: falsePositives.size,
falseNegatives: falseNegatives.size,
totalResolved: resolvedSet.size,
totalExpected: expectedSet.size,
byMode,
falsePositiveEdges: [...falsePositives],
falseNegativeEdges: [...falseNegatives],
};
}
function discoverFixtures(): string[] {
if (!fs.existsSync(FIXTURES_DIR)) return [];
const languages: string[] = [];
for (const dir of fs.readdirSync(FIXTURES_DIR)) {
const manifestPath = path.join(FIXTURES_DIR, dir, 'expected-edges.json');
if (fs.existsSync(manifestPath)) {
languages.push(dir);
}
}
return languages;
}
// ── Dynamic tracing ────────────────────────────────────────────────────
const TRACER_SCRIPT = path.join(root, 'tests', 'benchmarks', 'resolution', 'tracer', 'run-tracer.mjs');
/**
* Attempt to run the dynamic call tracer for a language fixture.
* Returns captured edges on success, empty array on failure or unavailability.
*/
function runDynamicTracer(lang: string): DynamicEdge[] {
if (!fs.existsSync(TRACER_SCRIPT)) return [];
const fixtureDir = path.join(FIXTURES_DIR, lang);
try {
const result = execFileSync(process.execPath, [TRACER_SCRIPT, fixtureDir], {
encoding: 'utf-8',
timeout: 60_000,
env: { ...process.env, NODE_NO_WARNINGS: '1' },
stdio: ['pipe', 'pipe', 'pipe'],
});
const parsed = JSON.parse(result);
if (parsed.error) {
console.error(` Dynamic tracer for ${lang}: ${parsed.error}`);
}
return Array.isArray(parsed.edges) ? parsed.edges : [];
} catch {
return [];
}
}
/**
* Merge dynamic edges with expected edges as supplemental ground truth.
* Dynamic edges that aren't already in expected-edges get added with mode "dynamic".
*/
function mergeWithDynamic(expectedEdges: ExpectedEdge[], dynamicEdges: DynamicEdge[]): {
merged: ExpectedEdge[];
dynamicConfirmed: number;
} {
const expectedSet = new Set(
expectedEdges.map((e) => edgeKey(e.source.name, e.source.file, e.target.name, e.target.file)),
);
let dynamicConfirmed = 0;
const newEdges: ExpectedEdge[] = [];
for (const de of dynamicEdges) {
const key = edgeKey(de.source_name, de.source_file, de.target_name, de.target_file);
if (expectedSet.has(key)) {
dynamicConfirmed++;
} else {
// New edge discovered only by dynamic tracing
newEdges.push({
source: { name: de.source_name, file: de.source_file },
target: { name: de.target_name, file: de.target_file },
mode: 'dynamic',
});
}
}
return {
merged: [...expectedEdges, ...newEdges],
dynamicConfirmed,
};
}
// ── Main ────────────────────────────────────────────────────────────────
// Redirect console.log to stderr so only JSON goes to stdout
const origLog = console.log;
console.log = (...args) => console.error(...args);
const { srcDir, cleanup } = await resolveBenchmarkSource();
// v3.9.5+ parses WASM in a worker_thread that keeps the event loop alive until
// disposed. Older releases don't export disposeParsers — fall back to a no-op.
let disposeParsers = async () => {};
try {
const parser = await import(srcImport(srcDir, 'domain/parser.js'));
if (typeof parser.disposeParsers === 'function') disposeParsers = parser.disposeParsers;
} catch { /* older release — no worker pool to dispose */ }
try {
const { buildGraph } = await import(srcImport(srcDir, 'domain/graph/builder.js'));
const { openReadonlyOrFail } = await import(srcImport(srcDir, 'db/index.js'));
const languages = discoverFixtures();
const results: Record<string, LangResult> = {};
for (const lang of languages) {
console.error(` Benchmarking resolution for ${lang}...`);
const fixtureDir = copyFixture(lang);
try {
await buildGraph(fixtureDir, {
incremental: false,
engine: 'wasm',
dataflow: false,
cfg: false,
ast: false,
});
const dbPath = path.join(fixtureDir, '.codegraph', 'graph.db');
const db = openReadonlyOrFail(dbPath);
let resolvedEdges: ResolvedEdge[];
try {
resolvedEdges = db
.prepare(`
SELECT
src.name AS source_name,
src.file AS source_file,
tgt.name AS target_name,
tgt.file AS target_file,
e.kind AS kind,
e.confidence AS confidence
FROM edges e
JOIN nodes src ON e.source_id = src.id
JOIN nodes tgt ON e.target_id = tgt.id
WHERE e.kind = 'calls'
AND src.kind IN ('function', 'method')
`)
.all() as ResolvedEdge[];
} finally {
db.close();
}
const manifestPath = path.join(FIXTURES_DIR, lang, 'expected-edges.json');
const manifest = JSON.parse(fs.readFileSync(manifestPath, 'utf-8'));
const expectedEdges: ExpectedEdge[] = manifest.edges;
// Run dynamic tracer if available
const dynamicEdges = runDynamicTracer(lang);
const { dynamicConfirmed } = mergeWithDynamic(expectedEdges, dynamicEdges);
// Use only expected edges for metrics (dynamic edges are supplemental)
const metrics = computeMetrics(resolvedEdges, expectedEdges);
if (dynamicEdges.length > 0) {
metrics.dynamicEdges = dynamicEdges.length;
metrics.dynamicConfirmed = dynamicConfirmed;
}
results[lang] = metrics;
const dynamicInfo =
dynamicEdges.length > 0
? ` dynamic=${dynamicEdges.length} confirmed=${dynamicConfirmed}`
: '';
console.error(
` ${lang}: precision=${(metrics.precision * 100).toFixed(1)}% recall=${(metrics.recall * 100).toFixed(1)}%${dynamicInfo}`,
);
} finally {
fs.rmSync(fixtureDir, { recursive: true, force: true });
}
}
// Restore console.log for JSON output
console.log = origLog;
console.log(JSON.stringify(results, null, 2));
} finally {
console.log = origLog;
await disposeParsers();
cleanup();
}
process.exit(0);