#!/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 = isPrComment ? 1 : 10; // 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); // Find the part that starts with 'eval-logs-' 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'; // Legacy default return 'unknown'; } function getStats(reports) { // Structure: { [model]: { [testName]: { passed, failed, total } } } 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 ${reportPath}:`, error); } } return statsByModel; } function fetchHistoricalData() { const history = []; try { // Check if gh is available try { execSync('gh --version', { stdio: 'ignore' }); } catch { if (!isPrComment) { console.warn( 'Warning: GitHub CLI (gh) not found. Historical data will be unavailable.', ); } return history; } const branch = 'main'; // ... rest of the function ... // Get recent runs const cmd = `gh run list --workflow evals-nightly.yml --branch "${branch}" --limit ${ MAX_HISTORY + 5 } --json databaseId,createdAt,url,displayTitle,status,conclusion`; const runsJson = execSync(cmd, { encoding: 'utf-8' }); let runs = JSON.parse(runsJson); // Filter out current run const currentRunId = process.env.GITHUB_RUN_ID; if (currentRunId) { runs = runs.filter((r) => r.databaseId.toString() !== currentRunId); } // Filter for runs that likely have artifacts (completed) and take top N // We accept 'failure' too because we want to see stats. runs = runs.filter((r) => r.status === 'completed').slice(0, MAX_HISTORY); // Fetch artifacts for each run for (const run of runs) { const tmpDir = fs.mkdtempSync( path.join(os.tmpdir(), `gemini-evals-${run.databaseId}-`), ); try { // Download report.json files. // The artifacts are named 'eval-logs-X' or 'eval-logs-MODEL-X'. // We use -p to match pattern. execSync( `gh run download ${run.databaseId} -p "eval-logs-*" -D "${tmpDir}"`, { stdio: 'ignore' }, ); const runReports = findReports(tmpDir); if (runReports.length > 0) { history.push({ run, stats: getStats(runReports), // Now returns stats grouped by model }); } } catch (error) { console.error( `Failed to download or process artifacts for run ${run.databaseId}:`, error, ); } finally { fs.rmSync(tmpDir, { recursive: true, force: true }); } } } catch (error) { console.error('Failed to fetch historical data:', error); } return history; } function generateMarkdown(currentStatsByModel, history) { if (isPrComment) { console.log('### 🤖 Model Steering Impact Report\n'); console.log( "This PR modifies files that affect the model's behavior. Below is the impact on behavioral evaluations.\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', ); } const reversedHistory = [...history].reverse(); const models = Object.keys(currentStatsByModel).sort(); 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) + '%'; for (const model of models) { const currentStats = currentStatsByModel[model]; const currentPassRate = getPassRate(currentStats); // Baseline is the most recent history entry const baselineStats = reversedHistory.length > 0 ? reversedHistory[reversedHistory.length - 1].stats[model] : null; const baselinePassRate = getPassRate(baselineStats); console.log(`#### Model: ${model}`); if (isPrComment && baselinePassRate !== null) { const delta = currentPassRate - baselinePassRate; const deltaStr = delta === 0 ? ' (No Change)' : ` (${delta > 0 ? '↑' : '↓'} ${Math.abs(delta).toFixed(1)}%)`; console.log( `**Pass Rate: ${formatPassRate(currentPassRate)}** from ${formatPassRate(baselinePassRate)}${deltaStr}\n`, ); } else { console.log(`**Total Pass Rate: ${formatPassRate(currentPassRate)}**\n`); } // Header let header = '| Test Name |'; let separator = '| :--- |'; if (!isPrComment) { for (const item of reversedHistory) { header += ` [${item.run.databaseId}](${item.run.url}) |`; separator += ' :---: |'; } } else if (baselinePassRate !== null) { header += ' Baseline |'; separator += ' :---: |'; } header += ' Current | Impact |'; separator += ' :---: | :---: |'; console.log(header); console.log(separator); const allTestNames = new Set(Object.keys(currentStats)); if (baselineStats) { Object.keys(baselineStats).forEach((name) => allTestNames.add(name)); } for (const name of Array.from(allTestNames).sort()) { const searchUrl = `https://github.com/search?q=repo%3Agoogle-gemini%2Fgemini-cli%20%22${encodeURIComponent(name)}%22&type=code`; let row = `| [${name}](${searchUrl}) |`; const curr = currentStats[name]; const base = baselineStats ? baselineStats[name] : null; 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 += ` ${base ? ((base.passed / base.total) * 100).toFixed(0) + '%' : '-'} |`; } const currRate = curr ? (curr.passed / curr.total) * 100 : null; const baseRate = base ? (base.passed / base.total) * 100 : null; row += ` ${formatPassRate(currRate)} |`; if (currRate !== null && baseRate !== null) { const delta = currRate - baseRate; if (delta > 0) row += ` 🟢 +${delta.toFixed(0)}% |`; else if (delta < 0) row += ` 🔴 ${delta.toFixed(0)}% |`; else row += ' ⚪ 0% |'; } else { row += ' - |'; } console.log(row); } console.log('\n'); } } // --- Main --- 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);