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/**
* Call Resolution Precision/Recall Benchmark Suite (Roadmap 4.4)
*
* Builds codegraph for each hand-annotated fixture project, then compares
* the resolved call edges against the expected-edges.json manifest.
*
* Reports precision (correct / total resolved) and recall (correct / total expected)
* per language and per resolution mode.
*
* CI gate: fails if precision or recall drops below per-language thresholds.
*
* **Artifact mode (CI):** when `RESOLUTION_RESULT_JSON` points at a result
* file produced by `scripts/resolution-benchmark.ts`, the suite reads those
* pre-computed metrics and skips the fixture rebuild — avoiding the duplicate
* work that doubled pre-publish CI time (issue #1052). Local runs without
* the env var fall back to the build-from-fixtures path.
*/
import fs from 'node:fs';
import os from 'node:os';
import path from 'node:path';
import { afterAll, beforeAll, describe, expect, test } from 'vitest';
import { openReadonlyOrFail } from '../../../src/db/index.js';
import { buildGraph } from '../../../src/domain/graph/builder.js';
// ── 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 BenchmarkMetrics {
precision: number;
recall: number;
truePositives: number;
falsePositives: number;
falseNegatives: number;
totalResolved: number;
totalExpected: number;
byMode: Record<string, ModeMetrics>;
falsePositiveEdges: string[];
falseNegativeEdges: string[];
}
// ── Configuration ────────────────────────────────────────────────────────
const FIXTURES_DIR = path.join(import.meta.dirname, 'fixtures');
/**
* Per-language thresholds. Thresholds ratchet up as resolution improves.
*
* Languages with mature resolution (JS/TS) have higher bars.
* Newer languages start with lower thresholds to avoid blocking CI
* while still tracking regressions.
*/
const THRESHOLDS: Record<string, { precision: number; recall: number }> = {
// Mature — high bars (100% precision, high recall)
javascript: { precision: 0.85, recall: 0.5 },
typescript: { precision: 0.85, recall: 0.5 },
tsx: { precision: 0.85, recall: 0.8 },
// TODO: raise thresholds once bash call resolution is implemented
bash: { precision: 0.0, recall: 0.0 },
// TODO: raise thresholds once ruby call resolution is reliable
ruby: { precision: 0.0, recall: 0.0 },
c: { precision: 0.6, recall: 0.2 },
// Established — medium bars
python: { precision: 0.7, recall: 0.3 },
go: { precision: 0.7, recall: 0.3 },
java: { precision: 0.7, recall: 0.3 },
csharp: { precision: 0.5, recall: 0.2 },
kotlin: { precision: 0.6, recall: 0.2 },
// Lower bars — resolution still maturing
rust: { precision: 0.6, recall: 0.2 },
cpp: { precision: 0.6, recall: 0.2 },
swift: { precision: 0.5, recall: 0.15 },
// TODO(#872): raise haskell thresholds once call resolution lands
haskell: { precision: 0.0, recall: 0.0 },
// TODO(#873): raise lua thresholds once call resolution lands
lua: { precision: 0.0, recall: 0.0 },
// TODO(#874): raise ocaml thresholds once call resolution lands
ocaml: { precision: 0.0, recall: 0.0 },
// Minimal — call resolution not yet implemented or grammar unavailable
// TODO(#875): raise scala thresholds once call resolution lands
scala: { precision: 0.0, recall: 0.0 },
php: { precision: 0.6, recall: 0.2 },
// TODO: raise thresholds below once call resolution is implemented for each language
elixir: { precision: 0.0, recall: 0.0 },
dart: { precision: 0.0, recall: 0.0 },
zig: { precision: 0.0, recall: 0.0 },
fsharp: { precision: 0.0, recall: 0.0 },
gleam: { precision: 0.0, recall: 0.0 },
clojure: { precision: 0.0, recall: 0.0 },
julia: { precision: 0.0, recall: 0.0 },
r: { precision: 0.0, recall: 0.0 },
erlang: { precision: 0.0, recall: 0.0 },
solidity: { precision: 0.0, recall: 0.0 },
// New fixture languages — no parser or call resolution yet
objc: { precision: 0.0, recall: 0.0 },
cuda: { precision: 0.0, recall: 0.0 },
groovy: { precision: 0.0, recall: 0.0 },
verilog: { precision: 0.0, recall: 0.0 },
hcl: { precision: 0.0, recall: 0.0 },
};
/** Default thresholds for languages not explicitly listed. */
const DEFAULT_THRESHOLD = { precision: 0.5, recall: 0.15 };
// Files to skip when copying fixtures (not source code for codegraph)
const SKIP_FILES = new Set(['expected-edges.json', 'driver.mjs']);
// ── Helpers ──────────────────────────────────────────────────────────────
function copyFixture(lang: string): string {
const src = path.join(FIXTURES_DIR, lang);
const tmp = fs.mkdtempSync(path.join(os.tmpdir(), `codegraph-resolution-${lang}-`));
for (const entry of fs.readdirSync(src, { withFileTypes: true })) {
if (SKIP_FILES.has(entry.name)) continue;
if (!entry.isFile()) continue;
fs.copyFileSync(path.join(src, entry.name), path.join(tmp, entry.name));
}
return tmp;
}
function buildFixtureGraph(fixtureDir: string): Promise<void> {
return buildGraph(fixtureDir, {
incremental: false,
engine: 'wasm',
dataflow: false,
cfg: false,
ast: false,
});
}
function extractResolvedEdges(fixtureDir: string) {
const dbPath = path.join(fixtureDir, '.codegraph', 'graph.db');
const db = openReadonlyOrFail(dbPath);
try {
return db
.prepare(`
SELECT
src.name AS source_name,
src.file AS source_file,
tgt.name AS target_name,
tgt.file AS target_file,
e.kind AS kind,
e.confidence AS confidence
FROM edges e
JOIN nodes src ON e.source_id = src.id
JOIN nodes tgt ON e.target_id = tgt.id
WHERE e.kind = 'calls'
AND src.kind IN ('function', 'method')
`)
.all();
} finally {
db.close();
}
}
function normalizeFile(filePath: string): string {
return path.basename(filePath);
}
function edgeKey(
sourceName: string,
sourceFile: string,
targetName: string,
targetFile: string,
): string {
return `${sourceName}@${normalizeFile(sourceFile)} -> ${targetName}@${normalizeFile(targetFile)}`;
}
function computeMetrics(
resolvedEdges: ResolvedEdge[],
expectedEdges: ExpectedEdge[],
): BenchmarkMetrics {
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 };
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,
recall,
truePositives: truePositives.size,
falsePositives: falsePositives.size,
falseNegatives: falseNegatives.size,
totalResolved: resolvedSet.size,
totalExpected: expectedSet.size,
byMode,
falsePositiveEdges: [...falsePositives],
falseNegativeEdges: [...falseNegatives],
};
}
function formatReport(lang: string, metrics: BenchmarkMetrics): string {
const lines = [
`\n ── ${lang.toUpperCase()} Resolution Metrics ──`,
` Precision: ${(metrics.precision * 100).toFixed(1)}% (${metrics.truePositives} correct / ${metrics.totalResolved} resolved)`,
` Recall: ${(metrics.recall * 100).toFixed(1)}% (${metrics.truePositives} correct / ${metrics.totalExpected} expected)`,
'',
' By resolution mode:',
];
for (const [mode, data] of Object.entries(metrics.byMode)) {
lines.push(
` ${mode}: ${data.resolved}/${data.expected} (${((data.recall ?? 0) * 100).toFixed(1)}% recall)`,
);
}
if (metrics.falseNegativeEdges.length > 0) {
lines.push('', ' Missing edges (false negatives):');
for (const e of metrics.falseNegativeEdges) {
lines.push(` - ${e}`);
}
}
if (metrics.falsePositiveEdges.length > 0) {
lines.push('', ' Unexpected edges (false positives):');
for (const e of metrics.falsePositiveEdges.slice(0, 10)) {
lines.push(` + ${e}`);
}
if (metrics.falsePositiveEdges.length > 10) {
lines.push(` ... and ${metrics.falsePositiveEdges.length - 10} more`);
}
}
return lines.join('\n');
}
// ── Artifact loading (CI dedup, issue #1052) ─────────────────────────────
const ARTIFACT_PATH = process.env.RESOLUTION_RESULT_JSON;
interface ArtifactLangResult {
precision: number;
recall: number;
truePositives: number;
falsePositives: number;
falseNegatives: number;
totalResolved: number;
totalExpected: number;
byMode: Record<string, ModeMetrics>;
falsePositiveEdges?: string[];
falseNegativeEdges?: string[];
}
function loadArtifact(artifactPath: string): Record<string, ArtifactLangResult> {
if (!fs.existsSync(artifactPath)) {
throw new Error(
`RESOLUTION_RESULT_JSON=${artifactPath} not found — run scripts/resolution-benchmark.ts first.`,
);
}
return JSON.parse(fs.readFileSync(artifactPath, 'utf-8'));
}
function metricsFromArtifact(lang: string, raw: ArtifactLangResult): BenchmarkMetrics {
if (!Array.isArray(raw.falsePositiveEdges) || !Array.isArray(raw.falseNegativeEdges)) {
throw new Error(
`Resolution artifact for ${lang} is missing falsePositiveEdges/falseNegativeEdges — regenerate with the current resolution-benchmark.ts.`,
);
}
return {
precision: raw.precision,
recall: raw.recall,
truePositives: raw.truePositives,
falsePositives: raw.falsePositives,
falseNegatives: raw.falseNegatives,
totalResolved: raw.totalResolved,
totalExpected: raw.totalExpected,
byMode: raw.byMode,
falsePositiveEdges: raw.falsePositiveEdges,
falseNegativeEdges: raw.falseNegativeEdges,
};
}
// ── Tests ────────────────────────────────────────────────────────────────
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;
}
const artifact = ARTIFACT_PATH ? loadArtifact(ARTIFACT_PATH) : null;
// In artifact mode, drive the suite from the keys in the artifact so we never
// silently skip a language the script reported. In local mode, discover from
// the filesystem like before.
const languages = artifact ? Object.keys(artifact).sort() : discoverFixtures();
/** Stores all results for the final summary */
const allResults: Record<string, BenchmarkMetrics> = {};
describe('Call Resolution Precision/Recall', () => {
afterAll(() => {
// Print combined summary
const summaryLines = [
'\n╔══════════════════════════════════════════╗',
'║ Resolution Benchmark Summary ║',
'╚══════════════════════════════════════════╝',
];
for (const [lang, metrics] of Object.entries(allResults)) {
summaryLines.push(formatReport(lang, metrics));
}
// Print a compact table for quick scanning
summaryLines.push('\n ── Summary Table ──');
summaryLines.push(' Language | Precision | Recall | TP | FP | FN');
summaryLines.push(' ------------|-----------|---------|-----|-----|----');
for (const [lang, m] of Object.entries(allResults)) {
summaryLines.push(
` ${lang.padEnd(12)} | ${(m.precision * 100).toFixed(1).padStart(7)}% | ${(m.recall * 100).toFixed(1).padStart(5)}% | ${String(m.truePositives).padStart(3)} | ${String(m.falsePositives).padStart(3)} | ${String(m.falseNegatives).padStart(3)}`,
);
}
summaryLines.push('');
console.log(summaryLines.join('\n'));
});
for (const lang of languages) {
describe(lang, () => {
let fixtureDir: string | null = null;
let metrics: BenchmarkMetrics;
beforeAll(async () => {
if (artifact) {
metrics = metricsFromArtifact(lang, artifact[lang]);
} else {
fixtureDir = copyFixture(lang);
await buildFixtureGraph(fixtureDir);
const resolvedEdges = extractResolvedEdges(fixtureDir) as ResolvedEdge[];
const manifestPath = path.join(FIXTURES_DIR, lang, 'expected-edges.json');
const manifest = JSON.parse(fs.readFileSync(manifestPath, 'utf-8'));
const expectedEdges: ExpectedEdge[] = manifest.edges;
metrics = computeMetrics(resolvedEdges, expectedEdges);
}
allResults[lang] = metrics;
}, 60_000);
afterAll(() => {
if (fixtureDir) {
fs.rmSync(fixtureDir, { recursive: true, force: true });
}
});
test('metrics are populated', () => {
expect(metrics).toBeDefined();
expect(metrics.totalResolved).toBeGreaterThanOrEqual(0);
});
test('expected edges manifest is non-empty', () => {
expect(metrics.totalExpected).toBeGreaterThan(0);
});
test('precision meets threshold', () => {
const threshold = THRESHOLDS[lang]?.precision ?? DEFAULT_THRESHOLD.precision;
expect(
metrics.precision,
`${lang} precision ${(metrics.precision * 100).toFixed(1)}% is below ${(threshold * 100).toFixed(0)}% threshold.\n` +
`False positives:\n${metrics.falsePositiveEdges.map((e) => ` + ${e}`).join('\n')}`,
).toBeGreaterThanOrEqual(threshold);
});
test('recall meets threshold', () => {
const threshold = THRESHOLDS[lang]?.recall ?? DEFAULT_THRESHOLD.recall;
expect(
metrics.recall,
`${lang} recall ${(metrics.recall * 100).toFixed(1)}% is below ${(threshold * 100).toFixed(0)}% threshold.\n` +
`Missing edges:\n${metrics.falseNegativeEdges.map((e) => ` - ${e}`).join('\n')}`,
).toBeGreaterThanOrEqual(threshold);
});
// Per-mode recall tests — run for every mode present in the manifest
test('per-mode recall breakdown', () => {
for (const [mode, data] of Object.entries(metrics.byMode)) {
const modeRecall = data.recall ?? 0;
// Log per-mode results for visibility (not a hard gate)
console.log(
` [${lang}] ${mode}: ${data.resolved}/${data.expected} (${(modeRecall * 100).toFixed(1)}% recall)`,
);
}
// At least verify that some mode data exists
expect(Object.keys(metrics.byMode).length).toBeGreaterThan(0);
});
});
}
});