chore: import upstream snapshot with attribution
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wehub-resource-sync
2026-07-13 12:02:56 +08:00
commit 5f98960d22
495 changed files with 149129 additions and 0 deletions
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import { execSync } from 'child_process';
import * as fs from 'fs';
import * as path from 'path';
import { CodeGraph } from '../../src/index.js';
import { scoreSearchNodes, scoreFindRelevantContext } from './scoring.js';
import { testCases } from './test-cases.js';
import type { EvalReport, EvalResult } from './types.js';
const codebasePath = process.env.EVAL_CODEBASE || process.argv[2];
if (!codebasePath) {
console.error('Usage: EVAL_CODEBASE=/path/to/codebase npx tsx __tests__/evaluation/runner.ts');
console.error(' or: npx tsx __tests__/evaluation/runner.ts /path/to/codebase');
process.exit(1);
}
const resolvedPath = path.resolve(codebasePath);
if (!fs.existsSync(path.join(resolvedPath, '.codegraph', 'codegraph.db'))) {
console.error(`No .codegraph/codegraph.db found at ${resolvedPath}`);
process.exit(1);
}
let codegraphSha = 'unknown';
try {
codegraphSha = execSync('git rev-parse --short HEAD', { encoding: 'utf-8' }).trim();
} catch {}
console.log(`\nCodeGraph Eval — ${path.basename(resolvedPath)}`);
console.log(`Codebase: ${resolvedPath}`);
console.log(`Commit: ${codegraphSha}`);
console.log(`Cases: ${testCases.length}`);
console.log('');
async function run() {
const cg = CodeGraph.openSync(resolvedPath);
const results: EvalResult[] = [];
for (const tc of testCases) {
const start = performance.now();
if (tc.api === 'searchNodes') {
const searchResults = cg.searchNodes(tc.query, {
limit: 10,
kinds: tc.kinds,
...(tc.options as Record<string, unknown>),
});
const latency = performance.now() - start;
const result = scoreSearchNodes(tc.id, tc.expectedSymbols, searchResults, latency);
results.push(result);
} else {
const subgraph = await cg.findRelevantContext(tc.query, {
searchLimit: 8,
traversalDepth: 3,
maxNodes: 80,
minScore: 0.2,
...(tc.options as Record<string, unknown>),
});
const latency = performance.now() - start;
const result = scoreFindRelevantContext(tc.id, tc.expectedSymbols, subgraph, latency);
results.push(result);
}
}
cg.close();
// Print results table
const maxIdLen = Math.max(...results.map((r) => r.caseId.length));
for (const r of results) {
const status = r.pass ? '\x1b[32mPASS\x1b[0m' : '\x1b[31mFAIL\x1b[0m';
const id = r.caseId.padEnd(maxIdLen);
const recall = `recall=${r.recall.toFixed(2)}`;
const extra =
r.edgeDensity !== undefined
? `density=${r.edgeDensity.toFixed(2)}`
: `mrr=${r.mrr.toFixed(2)}`;
const latency = `${Math.round(r.latencyMs)}ms`;
console.log(` ${id} ${status} ${recall} ${extra} ${latency}`);
if (r.missedSymbols.length > 0) {
console.log(` ${' '.repeat(maxIdLen)} missed: ${r.missedSymbols.join(', ')}`);
}
}
// Summary
const passed = results.filter((r) => r.pass).length;
const failed = results.length - passed;
const meanRecall = results.reduce((s, r) => s + r.recall, 0) / results.length;
const mrrResults = results.filter((r) => r.mrr > 0 || r.caseId.startsWith('search-'));
const meanMRR =
mrrResults.length > 0 ? mrrResults.reduce((s, r) => s + r.mrr, 0) / mrrResults.length : 0;
console.log('');
const summaryColor = failed === 0 ? '\x1b[32m' : '\x1b[33m';
console.log(
`${summaryColor}SUMMARY: ${passed}/${results.length} passed | recall=${meanRecall.toFixed(2)} | mrr=${meanMRR.toFixed(2)}\x1b[0m`
);
// Save JSON report
const report: EvalReport = {
timestamp: new Date().toISOString(),
codebasePath: resolvedPath,
codegraphSha,
summary: { total: results.length, passed, failed, meanRecall, meanMRR },
results,
};
const resultsDir = path.join(__dirname, 'results');
fs.mkdirSync(resultsDir, { recursive: true });
const reportFile = path.join(
resultsDir,
`${new Date().toISOString().replace(/[:.]/g, '-')}.json`
);
fs.writeFileSync(reportFile, JSON.stringify(report, null, 2));
console.log(`\nReport saved: ${reportFile}`);
process.exit(failed > 0 ? 1 : 0);
}
run().catch((err) => {
console.error(err);
process.exit(1);
});
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import type { EvalResult } from './types.js';
export const PASS_THRESHOLD = 0.5;
export function scoreSearchNodes(
caseId: string,
expectedSymbols: string[],
results: Array<{ node: { name: string }; score: number }>,
latencyMs: number
): EvalResult {
const expectedLower = expectedSymbols.map((s) => s.toLowerCase());
const resultNames = results.map((r) => r.node.name.toLowerCase());
const found: string[] = [];
const missed: string[] = [];
let firstRank = 0;
for (let i = 0; i < expectedLower.length; i++) {
const idx = resultNames.indexOf(expectedLower[i]);
if (idx !== -1) {
found.push(expectedSymbols[i]);
if (firstRank === 0) firstRank = idx + 1;
} else {
missed.push(expectedSymbols[i]);
}
}
const recall = expectedSymbols.length > 0 ? found.length / expectedSymbols.length : 0;
const mrr = firstRank > 0 ? 1 / firstRank : 0;
return {
caseId,
pass: recall >= PASS_THRESHOLD,
recall,
mrr,
foundSymbols: found,
missedSymbols: missed,
latencyMs,
};
}
export function scoreFindRelevantContext(
caseId: string,
expectedSymbols: string[],
subgraph: { nodes: Map<string, { name: string }>; edges: unknown[]; roots: string[] },
latencyMs: number
): EvalResult {
const expectedLower = new Set(expectedSymbols.map((s) => s.toLowerCase()));
const nodeNames = new Set<string>();
for (const node of subgraph.nodes.values()) {
nodeNames.add(node.name.toLowerCase());
}
const found: string[] = [];
const missed: string[] = [];
for (const sym of expectedSymbols) {
if (nodeNames.has(sym.toLowerCase())) {
found.push(sym);
} else {
missed.push(sym);
}
}
const recall = expectedSymbols.length > 0 ? found.length / expectedSymbols.length : 0;
const nodeCount = subgraph.nodes.size;
const edgeCount = subgraph.edges.length;
const edgeDensity = nodeCount > 0 ? edgeCount / nodeCount : 0;
return {
caseId,
pass: recall >= PASS_THRESHOLD,
recall,
mrr: 0,
foundSymbols: found,
missedSymbols: missed,
nodeCount,
edgeCount,
edgeDensity,
latencyMs,
};
}
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import type { EvalTestCase } from './types.js';
export const testCases: EvalTestCase[] = [
// === searchNodes: Symbol Lookup Precision ===
{
id: 'search-class-exact',
query: 'TransportService',
api: 'searchNodes',
expectedSymbols: ['TransportService'],
kinds: ['class'],
},
{
id: 'search-method-qualified',
query: 'TransportService sendRequest',
api: 'searchNodes',
expectedSymbols: ['sendRequest'],
kinds: ['method'],
},
{
id: 'search-interface',
query: 'ActionListener',
api: 'searchNodes',
expectedSymbols: ['ActionListener'],
kinds: ['interface'],
},
{
id: 'search-enum',
query: 'RestStatus',
api: 'searchNodes',
expectedSymbols: ['RestStatus'],
kinds: ['enum'],
},
{
id: 'search-exception',
query: 'SearchPhaseExecutionException',
api: 'searchNodes',
expectedSymbols: ['SearchPhaseExecutionException'],
kinds: ['class'],
},
{
id: 'search-nested-class',
query: 'Engine Index',
api: 'searchNodes',
expectedSymbols: ['Index'],
kinds: ['class'],
},
// === findRelevantContext: Exploration Quality ===
{
id: 'explore-rest-layer',
query: 'How does the REST layer handle HTTP requests?',
api: 'findRelevantContext',
expectedSymbols: ['RestController', 'RestHandler', 'BaseRestHandler', 'RestRequest'],
options: { searchLimit: 8, traversalDepth: 3, maxNodes: 80, minScore: 0.2 },
},
{
id: 'explore-search-execution',
query: 'How does search execution work from request to shard?',
api: 'findRelevantContext',
expectedSymbols: ['ShardSearchRequest', 'SearchShardsRequest', 'SearchShardsGroup'],
options: { searchLimit: 8, traversalDepth: 3, maxNodes: 80, minScore: 0.2 },
},
{
id: 'explore-bulk-indexing',
query: 'How does bulk indexing work?',
api: 'findRelevantContext',
expectedSymbols: ['TransportBulkAction', 'BulkRequest', 'BulkResponse'],
options: { searchLimit: 8, traversalDepth: 3, maxNodes: 80, minScore: 0.2 },
},
{
id: 'explore-shard-allocation',
query: 'How does shard rebalancing and allocation work?',
api: 'findRelevantContext',
expectedSymbols: ['AllocationService', 'BalancedShardsAllocator'],
options: { searchLimit: 8, traversalDepth: 3, maxNodes: 80, minScore: 0.2 },
},
{
id: 'explore-transport-search',
query: 'How does TransportService connect to SearchTransportService?',
api: 'findRelevantContext',
expectedSymbols: ['TransportService', 'SearchTransportService'],
options: { searchLimit: 8, traversalDepth: 3, maxNodes: 80, minScore: 0.2 },
},
{
id: 'explore-engine-implementations',
query: 'What are the Engine implementations for indexing?',
api: 'findRelevantContext',
expectedSymbols: ['InternalEngine', 'ReadOnlyEngine', 'Engine'],
options: { searchLimit: 8, traversalDepth: 3, maxNodes: 80, minScore: 0.2 },
},
];
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import type { NodeKind } from '../../src/types.js';
export interface EvalTestCase {
id: string;
query: string;
api: 'searchNodes' | 'findRelevantContext';
expectedSymbols: string[];
kinds?: NodeKind[];
options?: Record<string, unknown>;
}
export interface EvalResult {
caseId: string;
pass: boolean;
recall: number;
mrr: number;
foundSymbols: string[];
missedSymbols: string[];
nodeCount?: number;
edgeCount?: number;
edgeDensity?: number;
latencyMs: number;
}
export interface EvalReport {
timestamp: string;
codebasePath: string;
codegraphSha: string;
summary: {
total: number;
passed: number;
failed: number;
meanRecall: number;
meanMRR: number;
};
results: EvalResult[];
}