#!/usr/bin/env node /** * @license * Copyright 2026 Google LLC * SPDX-License-Identifier: Apache-2.0 */ import fs from 'node:fs'; import path from 'node:path'; import { execSync } from 'node:child_process'; import os from 'node:os'; const args = process.argv.slice(2); const artifactsDir = args.find((arg) => !arg.startsWith('--')) || '.'; const isPrComment = args.includes('--pr-comment'); const MAX_HISTORY = 7; // Find all report.json files recursively function findReports(dir) { const reports = []; if (!fs.existsSync(dir)) return reports; const files = fs.readdirSync(dir); for (const file of files) { const fullPath = path.join(dir, file); const stat = fs.statSync(fullPath); if (stat.isDirectory()) { reports.push(...findReports(fullPath)); } else if (file === 'report.json') { reports.push(fullPath); } } return reports; } function getModelFromPath(reportPath) { const parts = reportPath.split(path.sep); const artifactDir = parts.find((p) => p.startsWith('eval-logs-')); if (!artifactDir) return 'unknown'; const matchNew = artifactDir.match(/^eval-logs-(.+)-(\d+)$/); if (matchNew) return matchNew[1]; const matchOld = artifactDir.match(/^eval-logs-(\d+)$/); if (matchOld) return 'gemini-2.5-pro'; return 'unknown'; } function getStats(reports) { const statsByModel = {}; for (const reportPath of reports) { try { const model = getModelFromPath(reportPath); if (!statsByModel[model]) { statsByModel[model] = {}; } const testStats = statsByModel[model]; const content = fs.readFileSync(reportPath, 'utf-8'); const json = JSON.parse(content); for (const testResult of json.testResults) { for (const assertion of testResult.assertionResults) { const name = assertion.title; if (!testStats[name]) { testStats[name] = { passed: 0, failed: 0, total: 0 }; } testStats[name].total++; if (assertion.status === 'passed') { testStats[name].passed++; } else { testStats[name].failed++; } } } } catch (error) { console.error(`Error processing report at ${reportPath}:`, error); } } return statsByModel; } function fetchHistoricalData() { const history = []; try { try { execSync('gh --version', { stdio: 'ignore' }); } catch { if (!isPrComment) { console.warn( 'Warning: GitHub CLI (gh) not found. Historical data will be unavailable.', ); } return history; } const branch = 'main'; const cmd = `gh run list --workflow evals-nightly.yml --branch "${branch}" --limit ${ MAX_HISTORY + 10 } --json databaseId,createdAt,url,displayTitle,status,conclusion`; const runsJson = execSync(cmd, { encoding: 'utf-8' }); let runs = JSON.parse(runsJson); const currentRunId = process.env.GITHUB_RUN_ID; if (currentRunId) { runs = runs.filter((r) => r.databaseId.toString() !== currentRunId); } runs = runs .filter((r) => r.status === 'completed') .slice(0, MAX_HISTORY + 5); for (const run of runs) { if (history.length >= MAX_HISTORY) break; const tmpDir = fs.mkdtempSync( path.join(os.tmpdir(), `gemini-evals-${run.databaseId}-`), ); try { execSync( `gh run download ${run.databaseId} -p "eval-logs-*" -D "${tmpDir}"`, { stdio: 'ignore' }, ); const runReports = findReports(tmpDir); if (runReports.length > 0) { const stats = getStats(runReports); // --- Infrastructure Failure Check --- // If the overall pass rate for this run is 0%, ignore it as a "poisoned" baseline. let totalPassed = 0; let totalTests = 0; Object.values(stats).forEach((modelStats) => { Object.values(modelStats).forEach((s) => { totalPassed += s.passed; totalTests += s.total; }); }); if (totalTests > 0 && totalPassed === 0) { continue; } history.push({ run, stats }); } } catch { // Ignore download errors } finally { fs.rmSync(tmpDir, { recursive: true, force: true }); } } } catch (error) { console.error('Failed to fetch historical data:', error); } return history; } function generateMarkdown(currentStatsByModel, history) { const reversedHistory = [...history].reverse(); const models = Object.keys(currentStatsByModel).sort(); const getConsolidatedBaseline = (model) => { const consolidated = {}; for (const item of history) { const stats = item.stats[model]; if (!stats) continue; for (const [name, stat] of Object.entries(stats)) { if (!consolidated[name]) { consolidated[name] = { passed: 0, total: 0 }; } consolidated[name].passed += stat.passed; consolidated[name].total += stat.total; } } return Object.keys(consolidated).length > 0 ? consolidated : null; }; const getPassRate = (statsForModel) => { if (!statsForModel) return null; const totalStats = Object.values(statsForModel).reduce( (acc, stats) => { acc.passed += stats.passed; acc.total += stats.total; return acc; }, { passed: 0, total: 0 }, ); return totalStats.total > 0 ? (totalStats.passed / totalStats.total) * 100 : null; }; const formatPassRate = (rate) => rate === null ? '-' : rate.toFixed(1) + '%'; if (isPrComment) { console.log('### šŸ¤– Model Steering Impact Report\n'); let overallRegression = false; for (const model of models) { const currentStats = currentStatsByModel[model]; const baselineStats = getConsolidatedBaseline(model); for (const [name, curr] of Object.entries(currentStats)) { const base = baselineStats ? baselineStats[name] : null; if (base) { const delta = (curr.passed / curr.total) * 100 - (base.passed / base.total) * 100; if (delta < -15) overallRegression = true; } } } if (overallRegression) { console.log('**Status: āš ļø Investigation Recommended**\n'); console.log( 'This PR modifies core prompt or tool logic and has introduced significant regressions in behavioral stability. Please review the delta below.\n', ); } else { console.log('**Status: āœ… Stable**\n'); console.log( 'This PR modifies core prompt or tool logic. Behavioral evaluations remain stable compared to the `main` baseline.\n', ); } console.log( `> **Note:** The baseline is an average of the last ${history.length} healthy nightly runs on \`main\` (ignoring infrastructure failures).\n`, ); } else { console.log('### Evals Nightly Summary\n'); console.log( 'See [evals/README.md](https://github.com/google-gemini/gemini-cli/tree/main/evals) for more details.\n', ); } for (const model of models) { const currentStats = currentStatsByModel[model]; const currentPassRate = getPassRate(currentStats); const baselineStats = getConsolidatedBaseline(model); const baselinePassRate = getPassRate(baselineStats); console.log(`#### Model: ${model}`); const allTestNames = new Set(Object.keys(currentStats)); if (baselineStats) { Object.keys(baselineStats).forEach((name) => allTestNames.add(name)); } const rows = []; let stableCount = 0; for (const name of Array.from(allTestNames).sort()) { const searchUrl = `https://github.com/search?q=repo%3Agoogle-gemini%2Fgemini-cli%20%22${encodeURIComponent(name)}%22&type=code`; const curr = currentStats[name]; const base = baselineStats ? baselineStats[name] : null; const currRate = curr ? (curr.passed / curr.total) * 100 : null; const baseRate = base ? (base.passed / base.total) * 100 : null; const delta = currRate !== null && baseRate !== null ? currRate - baseRate : null; const isInteresting = currRate === null || baseRate === null || Math.abs(delta) >= 15; if (isPrComment && !isInteresting) { stableCount++; continue; } let row = `| [${name}](${searchUrl}) |`; if (!isPrComment) { for (const item of reversedHistory) { const stat = item.stats[model] ? item.stats[model][name] : null; row += ` ${stat ? ((stat.passed / stat.total) * 100).toFixed(0) + '%' : '-'} |`; } } else if (baselinePassRate !== null) { row += ` ${formatPassRate(baseRate)} (${base?.total || 0}n) |`; } row += ` ${formatPassRate(currRate)} (${curr?.total || 0}n) |`; if (delta !== null) { if (delta > 10) row += ` 🟢 +${delta.toFixed(0)}% |`; else if (delta < -15) row += ` šŸ”“ ${delta.toFixed(0)}% |`; else row += ' ⚪ Stable |'; } else { row += ' - |'; } rows.push(row); } if (isPrComment && baselinePassRate !== null) { const delta = currentPassRate - baselinePassRate; const deltaStr = Math.abs(delta) < 5 ? ' (Stable)' : ` (${delta > 0 ? '↑' : '↓'} ${Math.abs(delta).toFixed(1)}%)`; console.log( `**Pass Rate: ${formatPassRate(currentPassRate)}** vs. ${formatPassRate(baselinePassRate)} Baseline${deltaStr}\n`, ); } else if (!isPrComment) { console.log(`**Total Pass Rate: ${formatPassRate(currentPassRate)}**\n`); } if (isPrComment && rows.length === 0) { console.log( 'āœ… No interesting behavioral shifts detected for this model.\n', ); continue; } let header = '| Test Name |'; let separator = '| :--- |'; if (!isPrComment) { for (const item of reversedHistory) { header += ` [${item.run.databaseId}](${item.run.url}) |`; separator += ' :---: |'; } } else if (baselinePassRate !== null) { header += ' Baseline (Avg) |'; separator += ' :---: |'; } header += ' Current | Impact |'; separator += ' :---: | :---: |'; console.log(header); console.log(separator); rows.forEach((row) => console.log(row)); if (isPrComment && stableCount > 0) { console.log( `\n> **Note:** ${stableCount} stable tests were hidden from this report to reduce noise.\n`, ); } console.log('\n'); } if (isPrComment) { console.log( '---\nšŸ’” To investigate regressions locally, run: `gemini /fix-behavioral-eval`', ); } } const currentReports = findReports(artifactsDir); if (currentReports.length === 0) { console.log('No reports found.'); process.exit(0); } const currentStats = getStats(currentReports); const history = fetchHistoricalData(); generateMarkdown(currentStats, history);