diff --git a/.github/workflows/evals-nightly.yml b/.github/workflows/evals-nightly.yml new file mode 100644 index 000000000..b061317a2 --- /dev/null +++ b/.github/workflows/evals-nightly.yml @@ -0,0 +1,64 @@ +name: 'Nightly Evaluations' + +on: + schedule: + - cron: '0 1 * * *' # 1 AM UTC + workflow_dispatch: + inputs: + iterations: + description: 'Number of iterations per test case' + required: true + default: '1' + +jobs: + evaluate: + runs-on: 'ubuntu-latest' + permissions: + contents: 'read' + strategy: + matrix: + model: + [ + 'gemini-3-pro-preview', + 'gemini-3-flash-preview', + 'gemini-2.5-pro', + 'gemini-2.5-flash', + 'gemini-2.5-flash-lite', + ] + name: 'Evaluate ${{ matrix.model }}' + + steps: + - name: 'Checkout code' + uses: 'actions/checkout@v4' # ratchet:exclude + + - name: 'Set up Node.js' + uses: 'actions/setup-node@v4' # ratchet:exclude + with: + node-version: '20' + cache: 'npm' + + - name: 'Install dependencies' + run: | + npm ci + + - name: 'Install Gemini CLI' + run: 'npm install -g @google/gemini-cli@latest' + + - name: 'Run Evaluations' + env: + GEMINI_API_KEY: '${{ secrets.GEMINI_API_KEY }}' + GEMINI_MODEL: '${{ matrix.model }}' + run: | + npm run test:evals -- --reporter=json --outputFile=eval-results-${{ matrix.model }}.json + + - name: 'Upload Results' + if: 'always()' + uses: 'actions/upload-artifact@v4' # ratchet:exclude + with: + name: 'eval-results-${{ matrix.model }}' + path: 'eval-results-${{ matrix.model }}.json' + + - name: 'Job Summary' + if: 'always()' + run: | + npx tsx scripts/aggregate_evals.ts "eval-results-${{ matrix.model }}.json" >> "$GITHUB_STEP_SUMMARY" diff --git a/evals/README.md b/evals/README.md new file mode 100644 index 000000000..b0330e25e --- /dev/null +++ b/evals/README.md @@ -0,0 +1,48 @@ +# Gemini CLI Workflow Evaluations + +This directory contains resources for evaluating and improving the example workflows using a TypeScript + Vitest framework. + +## Goals + +1. **Systematic Testing:** Ensure changes to prompts or configurations improve quality. +2. **Regression Testing:** Catch degradations in performance. +3. **Benchmarking:** Compare different models (e.g., `gemini-2.5-pro` vs `gemini-2.5-flash`). + +## Structure + +- `evals/`: + - `test-rig.ts`: Utility to setup a temporary environment for the CLI. + - `issue-triage.eval.ts`: Benchmark for the Issue Triage workflow. + - `pr-review.eval.ts`: Benchmark for the PR Review workflow. + - `issue-fixer.eval.ts`: Benchmark for the autonomous Issue Fixer. + - `gemini-assistant.eval.ts`: Benchmark for the interactive Assistant. + - `gemini-scheduled-triage.eval.ts`: Benchmark for batch triage. + - `data/*.jsonl`: Gold-standard datasets for each workflow. + - `vitest.config.ts`: Configuration for the evaluation runner. + +## How to Run + +### Prerequisites + +- `npm install` +- `gemini-cli` installed and available in your PATH. +- `GEMINI_API_KEY` environment variable set. + +### Run Locally + +```bash +npm run test:evals +``` + +To run against a specific model: + +```bash +GEMINI_MODEL=gemini-2.5-flash npm run test:evals +``` + +## Adding New Evals + +1. Create a new file in `evals/` ending in `.eval.ts`. +2. Add corresponding test data in `evals/data/`. +3. Use the `TestRig` to set up files, environment variables, and run the CLI. +4. Assert the expected behavior (e.g., check `GITHUB_ENV` output or tool calls captured in telemetry). diff --git a/evals/data/gemini-assistant.json b/evals/data/gemini-assistant.json new file mode 100644 index 000000000..a63b2b8a6 --- /dev/null +++ b/evals/data/gemini-assistant.json @@ -0,0 +1,36 @@ +[ + { + "id": "fix-typo", + "inputs": { + "TITLE": "Fix typo in utils.js", + "DESCRIPTION": "There is a typo in the helper function name.", + "EVENT_NAME": "issues", + "IS_PULL_REQUEST": "false", + "ISSUE_NUMBER": "10", + "REPOSITORY": "owner/repo", + "ADDITIONAL_CONTEXT": "Please fix it." + }, + "expected_actions": ["AI Assistant: Plan of Action"], + "expected_plan_keywords": ["search", "grep", "read", "replace", "utils.js"] + }, + { + "id": "add-feature", + "inputs": { + "TITLE": "Add login page", + "DESCRIPTION": "We need a login page.", + "EVENT_NAME": "issues", + "IS_PULL_REQUEST": "false", + "ISSUE_NUMBER": "11", + "REPOSITORY": "owner/repo", + "ADDITIONAL_CONTEXT": "Make it pretty." + }, + "expected_actions": ["AI Assistant: Plan of Action"], + "expected_plan_keywords": [ + "create", + "component", + "structure", + "design", + "implement" + ] + } +] diff --git a/evals/data/gemini-scheduled-triage.json b/evals/data/gemini-scheduled-triage.json new file mode 100644 index 000000000..0f0a0a6e8 --- /dev/null +++ b/evals/data/gemini-scheduled-triage.json @@ -0,0 +1,19 @@ +[ + { + "id": "batch-1", + "inputs": { + "AVAILABLE_LABELS": "bug,enhancement,priority/p0", + "ISSUES_TO_TRIAGE": "[{\"number\": 1, \"title\": \"Crash on start\", \"body\": \"It crashes immediately.\"}, {\"number\": 2, \"title\": \"Add help button\", \"body\": \"Users need help.\"}]" + }, + "expected": [ + { + "issue_number": 1, + "labels_to_set": ["bug", "priority/p0"] + }, + { + "issue_number": 2, + "labels_to_set": ["enhancement"] + } + ] + } +] diff --git a/evals/data/issue-fixer.json b/evals/data/issue-fixer.json new file mode 100644 index 000000000..8c25b40b3 --- /dev/null +++ b/evals/data/issue-fixer.json @@ -0,0 +1,47 @@ +[ + { + "id": "new-page-request", + "inputs": { + "REPOSITORY": "owner/repo", + "ISSUE_NUMBER": "1", + "ISSUE_TITLE": "Add a new landing page", + "ISSUE_BODY": "We need a landing page for the new product launch." + }, + "expected_actions": ["update_issue", "gh issue comment"], + "expected_plan_keywords": ["explore", "create", "file", "add", "content"] + }, + { + "id": "bug-fix-request", + "inputs": { + "REPOSITORY": "owner/repo", + "ISSUE_NUMBER": "2", + "ISSUE_TITLE": "Fix login crash", + "ISSUE_BODY": "The app crashes when the user clicks 'forgot password'." + }, + "expected_actions": ["update_issue", "gh issue comment"], + "expected_plan_keywords": [ + "search", + "reproduce", + "investigate", + "fix", + "logic" + ] + }, + { + "id": "dependency-update", + "inputs": { + "REPOSITORY": "owner/repo", + "ISSUE_NUMBER": "5", + "ISSUE_TITLE": "Update lodash to the latest version", + "ISSUE_BODY": "We need to update lodash to address a known security vulnerability in older versions." + }, + "expected_actions": ["update_issue", "gh issue comment"], + "expected_plan_keywords": [ + "npm", + "install", + "update", + "package.json", + "verify" + ] + } +] diff --git a/evals/data/issue-triage.json b/evals/data/issue-triage.json new file mode 100644 index 000000000..c999bfcca --- /dev/null +++ b/evals/data/issue-triage.json @@ -0,0 +1,72 @@ +[ + { + "id": "bug-1", + "inputs": { + "ISSUE_TITLE": "Application crashes on startup", + "ISSUE_BODY": "When I launch the app, it immediately closes with a segfault.", + "AVAILABLE_LABELS": "bug,enhancement,question,documentation,security,duplicate,wontfix" + }, + "expected": ["bug"], + "reason": "Explicit mention of crash and segfault." + }, + { + "id": "feature-1", + "inputs": { + "ISSUE_TITLE": "Add dark mode", + "ISSUE_BODY": "It would be great to have a dark mode for better visibility at night.", + "AVAILABLE_LABELS": "bug,enhancement,question,documentation,security,duplicate,wontfix" + }, + "expected": ["enhancement"], + "reason": "Request for a new feature (dark mode)." + }, + { + "id": "question-1", + "inputs": { + "ISSUE_TITLE": "How to run tests?", + "ISSUE_BODY": "I cannot find instructions on running the unit tests.", + "AVAILABLE_LABELS": "bug,enhancement,question,documentation,security,duplicate,wontfix" + }, + "expected": ["question", "documentation"], + "reason": "Asking for information/instructions regarding documentation." + }, + { + "id": "security-1", + "inputs": { + "ISSUE_TITLE": "SQL Injection vulnerability in login form", + "ISSUE_BODY": "I found a way to bypass login using SQL injection on the username field.", + "AVAILABLE_LABELS": "bug,enhancement,question,documentation,security,duplicate,wontfix" + }, + "expected": ["bug", "security"], + "reason": "Specific security vulnerability mentioned." + }, + { + "id": "empty-body", + "inputs": { + "ISSUE_TITLE": "Feature request: support pnpm", + "ISSUE_BODY": "", + "AVAILABLE_LABELS": "bug,enhancement,question,documentation,security,duplicate,wontfix" + }, + "expected": ["enhancement"], + "reason": "Title clearly indicates a feature request despite empty body." + }, + { + "id": "vague-bug", + "inputs": { + "ISSUE_TITLE": "It broke", + "ISSUE_BODY": "I was using it and then it just stopped working. No error message.", + "AVAILABLE_LABELS": "bug,enhancement,question,documentation,security,duplicate,wontfix" + }, + "expected": ["bug"], + "reason": "Functional failure reported." + }, + { + "id": "translation-req", + "inputs": { + "ISSUE_TITLE": "Traducción al español", + "ISSUE_BODY": "Necesitamos traducir la documentación al español.", + "AVAILABLE_LABELS": "bug,enhancement,question,documentation,security,duplicate,wontfix" + }, + "expected": ["documentation", "enhancement"], + "reason": "Request for documentation work in another language." + } +] diff --git a/evals/data/pr-review.json b/evals/data/pr-review.json new file mode 100644 index 000000000..b77cdfd90 --- /dev/null +++ b/evals/data/pr-review.json @@ -0,0 +1,41 @@ +[ + { + "id": "logic-error", + "inputs": { + "REPOSITORY": "google-github-actions/run-gemini-cli", + "PULL_REQUEST_NUMBER": "454", + "ADDITIONAL_CONTEXT": "Focus on logic errors and edge cases." + }, + "expected_tools": [ + "pull_request_read.get_diff", + "add_comment_to_pending_review" + ], + "expected_findings": ["eval", "untrusted", "calculation", "input"] + }, + { + "id": "security-vulnerability", + "inputs": { + "REPOSITORY": "google-github-actions/run-gemini-cli", + "PULL_REQUEST_NUMBER": "454", + "ADDITIONAL_CONTEXT": "Security review requested. Check for injection and data exposure." + }, + "expected_tools": [ + "pull_request_read.get_diff", + "add_comment_to_pending_review" + ], + "expected_findings": ["eval", "injection", "arbitrary", "execution"] + }, + { + "id": "performance-optimization", + "inputs": { + "REPOSITORY": "google-github-actions/run-gemini-cli", + "PULL_REQUEST_NUMBER": "454", + "ADDITIONAL_CONTEXT": "The current implementation is slow on large datasets. Look for performance bottlenecks." + }, + "expected_tools": [ + "pull_request_read.get_diff", + "add_comment_to_pending_review" + ], + "expected_findings": ["nested", "loop", "quadratic", "n^2"] + } +] diff --git a/evals/gemini-assistant.eval.ts b/evals/gemini-assistant.eval.ts new file mode 100644 index 000000000..15fa4d5f3 --- /dev/null +++ b/evals/gemini-assistant.eval.ts @@ -0,0 +1,79 @@ +import { describe, expect, it } from 'vitest'; +import { TestRig } from './test-rig'; +import { mkdirSync, copyFileSync, readFileSync } from 'node:fs'; +import { join } from 'node:path'; + +interface AssistantCase { + id: string; + inputs: Record; + expected_actions: string[]; + expected_plan_keywords: string[]; +} + +const datasetPath = join(__dirname, 'data/gemini-assistant.json'); +const dataset: AssistantCase[] = JSON.parse(readFileSync(datasetPath, 'utf-8')); + +describe('Gemini Assistant Workflow', () => { + for (const item of dataset) { + it.concurrent(`should propose a relevant plan: ${item.id}`, async () => { + const rig = new TestRig(`assistant-${item.id}`); + try { + rig.initGit(); + rig.createFile( + 'utils.js', + '// Helper functions\nexport function oldName() {}', + ); + + mkdirSync(join(rig.testDir, '.gemini/commands'), { recursive: true }); + copyFileSync( + '.github/commands/gemini-invoke.toml', + join(rig.testDir, '.gemini/commands/gemini-invoke.toml'), + ); + + const stdout = await rig.run( + ['--prompt', '/gemini-invoke', '--yolo'], + item.inputs, + ); + + const toolCalls = rig.readToolLogs(); + const toolNames = toolCalls.map((c) => c.name); + + // 1. Structural check + const hasCommentAction = + toolNames.includes('add_issue_comment') || + toolCalls.some( + (c) => + c.name === 'run_shell_command' && + c.args.includes('issue comment'), + ); + + const hasExecutionAction = + toolNames.includes('replace') || + toolNames.includes('write_file') || + toolNames.includes('run_shell_command') || + toolNames.includes('read_file') || + toolNames.includes('list_directory') || + toolNames.includes('glob'); + + expect(hasCommentAction || hasExecutionAction).toBe(true); + + // 2. Content check (plan relevance) + const outputLower = stdout.toLowerCase(); + const foundKeywords = item.expected_plan_keywords.filter((kw) => + outputLower.includes(kw.toLowerCase()), + ); + + if (foundKeywords.length === 0) { + console.warn( + `Assistant for ${item.id} didn't mention expected keywords in response. Tools:`, + toolNames, + ); + } + + expect(foundKeywords.length).toBeGreaterThan(0); + } finally { + rig.cleanup(); + } + }); + } +}); diff --git a/evals/gemini-scheduled-triage.eval.ts b/evals/gemini-scheduled-triage.eval.ts new file mode 100644 index 000000000..26be9cff4 --- /dev/null +++ b/evals/gemini-scheduled-triage.eval.ts @@ -0,0 +1,61 @@ +import { describe, expect, it } from 'vitest'; +import { TestRig } from './test-rig'; +import { mkdirSync, copyFileSync, readFileSync } from 'node:fs'; +import { join } from 'node:path'; + +interface ScheduledTriageCase { + id: string; + inputs: Record; + expected: any[]; +} + +const datasetPath = join(__dirname, 'data/gemini-scheduled-triage.json'); +const dataset: ScheduledTriageCase[] = JSON.parse( + readFileSync(datasetPath, 'utf-8'), +); + +describe('Scheduled Triage Workflow', () => { + for (const item of dataset) { + it.concurrent(`should batch triage issues: ${item.id}`, async () => { + const rig = new TestRig(`scheduled-triage-${item.id}`); + try { + mkdirSync(join(rig.testDir, '.gemini/commands'), { recursive: true }); + copyFileSync( + '.github/commands/gemini-scheduled-triage.toml', + join(rig.testDir, '.gemini/commands/gemini-scheduled-triage.toml'), + ); + + const envFile = join(rig.testDir, 'github.env'); + const env = { + ...item.inputs, + GITHUB_ENV: envFile, + }; + + await rig.run(['--prompt', '/gemini-scheduled-triage', '--yolo'], env); + + const content = readFileSync(envFile, 'utf-8'); + const triagedLine = content + .split('\n') + .find((l) => l.startsWith('TRIAGED_ISSUES=')); + expect(triagedLine).toBeDefined(); + + const jsonStr = triagedLine!.split('=', 2)[1]; + const actual = JSON.parse(jsonStr); + + expect(actual.length).toBeGreaterThan(0); + + for (const exp of item.expected) { + const found = actual.find( + (a: any) => a.issue_number === exp.issue_number, + ); + expect(found).toBeDefined(); + for (const label of exp.labels_to_set) { + expect(found.labels_to_set).toContain(label); + } + } + } finally { + rig.cleanup(); + } + }); + } +}); diff --git a/evals/issue-fixer.eval.ts b/evals/issue-fixer.eval.ts new file mode 100644 index 000000000..0584f949c --- /dev/null +++ b/evals/issue-fixer.eval.ts @@ -0,0 +1,93 @@ +import { describe, expect, it } from 'vitest'; +import { TestRig } from './test-rig'; +import { mkdirSync, copyFileSync, readFileSync } from 'node:fs'; +import { join } from 'node:path'; + +interface FixerCase { + id: string; + inputs: Record; + expected_actions: string[]; + expected_plan_keywords: string[]; +} + +const datasetPath = join(__dirname, 'data/issue-fixer.json'); +const dataset: FixerCase[] = JSON.parse(readFileSync(datasetPath, 'utf-8')); + +describe('Issue Fixer Workflow', () => { + for (const item of dataset) { + it.concurrent( + `should initiate a specific fix plan: ${item.id}`, + async () => { + const rig = new TestRig(`fixer-${item.id}`); + try { + rig.initGit(); + rig.createFile( + 'GEMINI.md', + '# Project Instructions\nRun `npm test` to verify.', + ); + rig.createFile( + 'package.json', + '{"name": "test", "dependencies": {"lodash": "4.17.0"}}', + ); + + mkdirSync(join(rig.testDir, '.gemini/commands'), { recursive: true }); + copyFileSync( + '.github/commands/gemini-issue-fixer.toml', + join(rig.testDir, '.gemini/commands/gemini-issue-fixer.toml'), + ); + + const env = { + ...item.inputs, + EVENT_NAME: 'issues', + TRIGGERING_ACTOR: 'test-user', + BRANCH_NAME: `fix-${item.id}`, + REPOSITORY: 'owner/repo', + }; + + const stdout = await rig.run( + ['--prompt', '/gemini-issue-fixer', '--yolo'], + env, + ); + + const toolCalls = rig.readToolLogs(); + const toolNames = toolCalls.map((c) => c.name); + + // 1. Structural check + const hasExploration = + toolNames.includes('read_file') || + toolNames.includes('list_directory') || + toolNames.includes('glob'); + const hasGitAction = toolCalls.some( + (c) => c.name === 'run_shell_command' && c.args.includes('git'), + ); + const hasIssueAction = + toolNames.includes('update_issue') || + toolCalls.some( + (c) => + c.name === 'run_shell_command' && c.args.includes('gh issue'), + ); + + expect(hasExploration).toBe(true); + expect(hasGitAction || hasIssueAction).toBe(true); + + // 2. Content check (plan quality) + const outputLower = stdout.toLowerCase(); + const foundKeywords = item.expected_plan_keywords.filter((kw) => + outputLower.includes(kw.toLowerCase()), + ); + + if (foundKeywords.length === 0) { + console.warn( + `Fixer for ${item.id} didn't mention expected keywords in plan. Tools called:`, + toolNames, + ); + } + + expect(foundKeywords.length).toBeGreaterThan(0); + } finally { + rig.cleanup(); + } + }, + ); + } +}); diff --git a/evals/issue-triage.eval.ts b/evals/issue-triage.eval.ts new file mode 100644 index 000000000..3bc73f903 --- /dev/null +++ b/evals/issue-triage.eval.ts @@ -0,0 +1,62 @@ +import { describe, expect, it } from 'vitest'; +import { TestRig } from './test-rig'; +import { readFileSync, mkdirSync, copyFileSync } from 'node:fs'; +import { join } from 'node:path'; + +interface TriageCase { + id: string; + inputs: { + ISSUE_TITLE: string; + ISSUE_BODY: string; + AVAILABLE_LABELS: string; + }; + expected: string[]; +} + +const datasetPath = join(__dirname, 'data/issue-triage.json'); +const dataset: TriageCase[] = JSON.parse(readFileSync(datasetPath, 'utf-8')); + +describe('Issue Triage Workflow', () => { + for (const item of dataset) { + it.concurrent(`should correctly triage: ${item.id}`, async () => { + const rig = new TestRig(`triage-${item.id}`); + try { + // Setup the command + mkdirSync(join(rig.testDir, '.gemini/commands'), { recursive: true }); + copyFileSync( + '.github/commands/gemini-triage.toml', + join(rig.testDir, '.gemini/commands/gemini-triage.toml'), + ); + + const envFile = join(rig.testDir, 'github.env'); + const env = { + ISSUE_TITLE: item.inputs.ISSUE_TITLE, + ISSUE_BODY: item.inputs.ISSUE_BODY, + AVAILABLE_LABELS: item.inputs.AVAILABLE_LABELS, + GITHUB_ENV: envFile, + }; + + await rig.run(['--prompt', '/gemini-triage', '--yolo'], env); + + // Check the output in GITHUB_ENV + const content = readFileSync(envFile, 'utf-8'); + const labelsLine = content + .split('\n') + .find((l) => l.startsWith('SELECTED_LABELS=')); + expect(labelsLine).toBeDefined(); + + const actualLabels = labelsLine! + .split('=')[1] + .split(',') + .map((l) => l.trim()) + .filter((l) => l) + .sort(); + const expectedLabels = [...item.expected].sort(); + + expect(actualLabels).toEqual(expectedLabels); + } finally { + rig.cleanup(); + } + }); + } +}); diff --git a/evals/mock-mcp-server.ts b/evals/mock-mcp-server.ts new file mode 100644 index 000000000..2d9487902 --- /dev/null +++ b/evals/mock-mcp-server.ts @@ -0,0 +1,135 @@ +import { Server } from '@modelcontextprotocol/sdk/server/index.js'; +import { StdioServerTransport } from '@modelcontextprotocol/sdk/server/stdio.js'; +import { + CallToolRequestSchema, + ListToolsRequestSchema, +} from '@modelcontextprotocol/sdk/types.js'; +import * as fs from 'node:fs'; + +// Simple logger +const LOG_FILE = `/tmp/mock-mcp-${Date.now()}.log`; +function log(msg: string) { + fs.appendFileSync(LOG_FILE, msg + '\n'); +} + +log(`Starting mock MCP server, logging to ${LOG_FILE}...`); + +log('Starting mock MCP server...'); + +const server = new Server( + { + name: 'mock-github', + version: '1.0.0', + }, + { + capabilities: { + tools: {}, + }, + }, +); + +const MOCK_DIFF = `diff --git a/src/index.js b/src/index.js +index e69de29..b123456 100644 +--- a/src/index.js ++++ b/src/index.js +@@ -1,3 +1,10 @@ + function calculate(a, b) { +- return a + b; ++ // Potential security risk: eval used on untrusted input ++ const result = eval(a + b); ++ return result; + } ++ ++function slowLoop(n) { ++ // O(n^2) complexity identified in performance review ++ for(let i=0; i { + log('Listing tools...'); + return { + tools: [ + { + name: 'pull_request_read.get', + description: 'Get PR info', + inputSchema: { + type: 'object', + properties: { pull_number: { type: 'number' } }, + }, + }, + { + name: 'pull_request_read.get_diff', + description: 'Get PR diff', + inputSchema: { + type: 'object', + properties: { pull_number: { type: 'number' } }, + }, + }, + { + name: 'pull_request_read.get_files', + description: 'Get PR files', + inputSchema: { + type: 'object', + properties: { pull_number: { type: 'number' } }, + }, + }, + { + name: 'create_pending_pull_request_review', + description: 'Create review', + inputSchema: { type: 'object' }, + }, + { + name: 'add_comment_to_pending_review', + description: 'Add comment', + inputSchema: { type: 'object' }, + }, + { + name: 'submit_pending_pull_request_review', + description: 'Submit review', + inputSchema: { type: 'object' }, + }, + ], + }; +}); + +server.setRequestHandler(CallToolRequestSchema, async (request) => { + log(`Calling tool: ${request.params.name}`); + switch (request.params.name) { + case 'pull_request_read.get': + return { + content: [ + { + type: 'text', + text: JSON.stringify({ + title: 'Fix logic', + body: 'This PR fixes stuff.', + }), + }, + ], + }; + case 'pull_request_read.get_diff': + return { content: [{ type: 'text', text: MOCK_DIFF }] }; + case 'pull_request_read.get_files': + return { + content: [ + { + type: 'text', + text: JSON.stringify([{ filename: 'src/index.js' }]), + }, + ], + }; + default: + return { content: [{ type: 'text', text: 'Success' }] }; + } +}); + +async function main() { + const transport = new StdioServerTransport(); + await server.connect(transport); + log('Connected to transport'); +} + +main().catch((err) => { + log(`Error: ${err}`); +}); diff --git a/evals/pr-review.eval.ts b/evals/pr-review.eval.ts new file mode 100644 index 000000000..648954bb7 --- /dev/null +++ b/evals/pr-review.eval.ts @@ -0,0 +1,84 @@ +import { describe, expect, it } from 'vitest'; +import { TestRig } from './test-rig'; +import { mkdirSync, copyFileSync, readFileSync } from 'node:fs'; +import { join } from 'node:path'; +import { execSync } from 'node:child_process'; + +interface ReviewCase { + id: string; + inputs: Record; + expected_tools: string[]; + expected_findings: string[]; +} + +const datasetPath = join(__dirname, 'data/pr-review.json'); +const dataset: ReviewCase[] = JSON.parse(readFileSync(datasetPath, 'utf-8')); + +describe('PR Review Workflow', () => { + for (const item of dataset) { + it.concurrent( + `should initiate review and find key issues: ${item.id}`, + async () => { + const rig = new TestRig(`review-${item.id}`); + try { + rig.setupMockMcp(); + mkdirSync(join(rig.testDir, '.gemini/commands'), { recursive: true }); + copyFileSync( + '.github/commands/gemini-review.toml', + join(rig.testDir, '.gemini/commands/gemini-review.toml'), + ); + + const stdout = await rig.run( + ['--prompt', '/gemini-review', '--yolo'], + item.inputs, + ); + + const toolCalls = rig.readToolLogs(); + const toolNames = toolCalls.map((c) => c.name); + + // 1. Structural check (tools) + const hasSpecificReviewTool = + toolNames.includes('add_comment_to_pending_review') || + toolNames.includes('pull_request_review_write') || + toolCalls.some( + (c) => + c.name === 'run_shell_command' && + c.args.includes('gh pr review'), + ); + + const hasGithubExt = + toolNames.includes('get_diff') || toolNames.includes('get_files'); + const hasExploration = + toolNames.includes('read_file') || + toolNames.includes('list_directory') || + toolNames.includes('glob'); + + expect(hasSpecificReviewTool || hasGithubExt || hasExploration).toBe( + true, + ); + + // 2. Content check (findings) + // We check if the model mentions the keywords in its output/responses or tool arguments + const toolArgs = toolCalls + .map((tc) => JSON.stringify(tc.args)) + .join(' ') + .toLowerCase(); + const outputLower = (stdout + ' ' + toolArgs).toLowerCase(); + const foundKeywords = item.expected_findings.filter((kw) => + outputLower.includes(kw.toLowerCase()), + ); + + if (foundKeywords.length === 0) { + console.warn( + `Reviewer for ${item.id} didn't mention any expected findings. Output preview: ${stdout.substring(0, 200)}`, + ); + } + + expect(foundKeywords.length).toBeGreaterThan(0); + } finally { + rig.cleanup(); + } + }, + ); + } +}); diff --git a/evals/test-rig.ts b/evals/test-rig.ts new file mode 100644 index 000000000..6fed042ca --- /dev/null +++ b/evals/test-rig.ts @@ -0,0 +1,197 @@ +import { execSync, spawn } from 'node:child_process'; +import { + mkdirSync, + writeFileSync, + readFileSync, + existsSync, + rmSync, + realpathSync, +} from 'node:fs'; +import { join, dirname } from 'node:path'; +import * as os from 'node:os'; +import { env } from 'node:process'; + +export class TestRig { + testDir: string; + homeDir: string; + telemetryLog: string; + lastRunStdout: string = ''; + lastRunStderr: string = ''; + mcpServers: Record = {}; + + constructor(testName: string) { + const sanitizedName = testName.toLowerCase().replace(/[^a-z0-9]/g, '-'); + this.testDir = join(os.tmpdir(), 'gemini-evals', sanitizedName); + this.homeDir = join(os.tmpdir(), 'gemini-evals', sanitizedName + '-home'); + + mkdirSync(this.testDir, { recursive: true }); + mkdirSync(this.homeDir, { recursive: true }); + + this.telemetryLog = join(this.homeDir, 'telemetry.log'); + this._setupSettings(); + } + + private _setupSettings() { + const settings = { + general: { disableAutoUpdate: true, previewFeatures: false }, + telemetry: { enabled: true, target: 'local', outfile: this.telemetryLog }, + security: { + auth: { selectedType: 'gemini-api-key' }, + folderTrust: { enabled: false }, + }, + model: { name: env['GEMINI_MODEL'] || 'gemini-2.5-pro' }, + mcpServers: this.mcpServers, + tools: { + core: [ + 'run_shell_command', + 'read_file', + 'list_directory', + 'glob', + 'grep', + 'edit', + 'write_file', + 'replace', + ], + }, + }; + + const projectGeminiDir = join(this.testDir, '.gemini'); + const userGeminiDir = join(this.homeDir, '.gemini'); + mkdirSync(projectGeminiDir, { recursive: true }); + mkdirSync(userGeminiDir, { recursive: true }); + + writeFileSync( + join(projectGeminiDir, 'settings.json'), + JSON.stringify(settings, null, 2), + ); + writeFileSync( + join(userGeminiDir, 'settings.json'), + JSON.stringify(settings, null, 2), + ); + } + + setupMockMcp() { + const mockServerPath = realpathSync(join(__dirname, 'mock-mcp-server.ts')); + this.mcpServers['github'] = { + command: 'npx', + args: ['tsx', mockServerPath], + trust: true, + }; + this._setupSettings(); // Re-write with MCP config + } + + createFile(path: string, content: string) { + const fullPath = join(this.testDir, path); + mkdirSync(dirname(fullPath), { recursive: true }); + writeFileSync(fullPath, content); + } + + readFile(path: string): string { + return readFileSync(join(this.testDir, path), 'utf-8'); + } + + private _getCleanEnv( + extraEnv?: Record, + ): Record { + const cleanEnv: Record = { ...process.env }; + + for (const key of Object.keys(cleanEnv)) { + if ( + (key.startsWith('GEMINI_') || key.startsWith('GOOGLE_GEMINI_')) && + key !== 'GEMINI_API_KEY' && + key !== 'GOOGLE_API_KEY' && + key !== 'GEMINI_MODEL' && + key !== 'GEMINI_DEBUG' && + key !== 'GEMINI_CLI_TEST_VAR' && + !key.startsWith('GEMINI_CLI_ACTIVITY_LOG') + ) { + delete cleanEnv[key]; + } + } + + return { + ...cleanEnv, + GEMINI_CLI_HOME: this.homeDir, + ...extraEnv, + }; + } + + async run( + args: string[], + extraEnv?: Record, + ): Promise { + const runArgs = [...args]; + const isSubcommand = args.length > 0 && !args[0].startsWith('-'); + + if (!isSubcommand) { + if (Object.keys(this.mcpServers).length > 0) { + runArgs.push( + '--allowed-mcp-server-names', + Object.keys(this.mcpServers).join(','), + ); + } + runArgs.push('--allowed-tools', 'run_shell_command'); + } + + return new Promise((resolve, reject) => { + const child = spawn('gemini', runArgs, { + cwd: this.testDir, + env: this._getCleanEnv(extraEnv), + stdio: 'pipe', + }); + + let stdout = ''; + let stderr = ''; + child.stdout.on('data', (data) => (stdout += data)); + child.stderr.on('data', (data) => (stderr += data)); + + child.on('close', (code) => { + this.lastRunStdout = stdout; + this.lastRunStderr = stderr; + if (code === 0) resolve(stdout); + else reject(new Error(`Exit ${code}: ${stderr}`)); + }); + }); + } + + git(args: string[]) { + return execSync(`git ${args.join(' ')}`, { + cwd: this.testDir, + encoding: 'utf-8', + }); + } + + initGit() { + this.git(['init']); + this.git(['config', 'user.email', 'test@example.com']); + this.git(['config', 'user.name', 'Test User']); + } + + readToolLogs() { + if (!existsSync(this.telemetryLog)) return []; + const content = readFileSync(this.telemetryLog, 'utf-8'); + return content + .split(/(?<=})\s*(?={)/) + .map((obj) => { + try { + return JSON.parse(obj.trim()); + } catch { + return null; + } + }) + .filter((o) => o?.attributes?.['event.name'] === 'gemini_cli.tool_call') + .map((o) => ({ + name: o.attributes.function_name, + args: o.attributes.function_args, + success: o.attributes.success, + duration_ms: o.attributes.duration_ms, + })); + } + + cleanup() { + if (env['KEEP_OUTPUT'] !== 'true') { + rmSync(this.testDir, { recursive: true, force: true }); + rmSync(this.homeDir, { recursive: true, force: true }); + } + } +} diff --git a/evals/tsconfig.json b/evals/tsconfig.json new file mode 100644 index 000000000..7b66ab37b --- /dev/null +++ b/evals/tsconfig.json @@ -0,0 +1,13 @@ +{ + "compilerOptions": { + "target": "ESNext", + "module": "ESNext", + "moduleResolution": "bundler", + "esModuleInterop": true, + "forceConsistentCasingInFileNames": true, + "strict": true, + "skipLibCheck": true, + "types": ["node", "vitest/globals"] + }, + "include": ["evals/**/*.ts", "scripts/**/*.ts"] +} diff --git a/evals/vitest.config.ts b/evals/vitest.config.ts new file mode 100644 index 000000000..aaa401226 --- /dev/null +++ b/evals/vitest.config.ts @@ -0,0 +1,14 @@ +import { defineConfig } from 'vitest/config'; + +export default defineConfig({ + test: { + include: ['evals/**/*.eval.ts'], + testTimeout: 600000, + hookTimeout: 600000, + globals: true, + sequence: { + concurrent: true, + }, + maxConcurrency: 2, + }, +}); diff --git a/package-lock.json b/package-lock.json index 2db5c7829..b7666ceb6 100644 --- a/package-lock.json +++ b/package-lock.json @@ -10,15 +10,461 @@ "license": "Apache-2.0", "devDependencies": { "@google-github-actions/actions-utils": "^0.8.10", + "@modelcontextprotocol/sdk": "^1.26.0", + "@types/node": "^25.2.1", "husky": "^9.1.7", "lint-staged": "^16.2.7", - "prettier": "^3.7.4" + "prettier": "^3.7.4", + "tsx": "^4.21.0", + "vitest": "^4.0.18" }, "engines": { "node": ">= 20.x", "npm": ">= 10.x" } }, + "node_modules/@esbuild/aix-ppc64": { + "version": "0.27.3", + "resolved": "https://registry.npmjs.org/@esbuild/aix-ppc64/-/aix-ppc64-0.27.3.tgz", + "integrity": "sha512-9fJMTNFTWZMh5qwrBItuziu834eOCUcEqymSH7pY+zoMVEZg3gcPuBNxH1EvfVYe9h0x/Ptw8KBzv7qxb7l8dg==", + "cpu": [ + "ppc64" + ], + "dev": true, + "license": "MIT", + "optional": true, + "os": [ + "aix" + ], + "engines": { + "node": ">=18" + } + }, + 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--check .", "prepare": "husky" @@ -33,8 +34,12 @@ "homepage": "https://github.com/google-github-actions/run-gemini-cli#readme", "devDependencies": { "@google-github-actions/actions-utils": "^0.8.10", + "@modelcontextprotocol/sdk": "^1.26.0", + "@types/node": "^25.2.1", "husky": "^9.1.7", "lint-staged": "^16.2.7", - "prettier": "^3.7.4" + "prettier": "^3.7.4", + "tsx": "^4.21.0", + "vitest": "^4.0.18" } } diff --git a/scripts/aggregate_evals.ts b/scripts/aggregate_evals.ts new file mode 100644 index 000000000..abd2a363c --- /dev/null +++ b/scripts/aggregate_evals.ts @@ -0,0 +1,72 @@ +import * as fs from 'node:fs'; +import * as path from 'node:path'; + +interface VitestReport { + testResults: { + assertionResults: { + title: string; + status: 'passed' | 'failed' | 'skipped'; + failureMessages: string[]; + duration: number; + }[]; + }[]; +} + +function main() { + const reportPath = process.argv[2]; + if (!reportPath || !fs.existsSync(reportPath)) { + console.error( + 'Usage: ts-node aggregate_evals.ts ', + ); + process.exit(1); + } + + const report: VitestReport = JSON.parse(fs.readFileSync(reportPath, 'utf-8')); + + let total = 0; + let passed = 0; + let totalDuration = 0; + const failures: { title: string; message: string }[] = []; + + for (const testResult of report.testResults) { + for (const assertion of testResult.assertionResults) { + total++; + totalDuration += assertion.duration || 0; + if (assertion.status === 'passed') { + passed++; + } else if (assertion.status === 'failed') { + failures.push({ + title: assertion.title, + message: assertion.failureMessages.join('\n'), + }); + } + } + } + + const passRate = total > 0 ? ((passed / total) * 100).toFixed(1) : 0; + const avgDuration = total > 0 ? (totalDuration / total / 1000).toFixed(2) : 0; + + console.log(`## 📊 Gemini CLI Quality Report`); + console.log(`- **Pass Rate:** ${passRate}% (${passed}/${total})`); + console.log(`- **Avg Latency:** ${avgDuration}s`); + console.log(``); + + if (failures.length > 0) { + console.log(`### ❌ Failures (${failures.length})`); + for (const failure of failures) { + console.log(`
`); + console.log(`${failure.title}`); + console.log(``); + console.log('```'); + console.log(failure.message); + console.log('```'); + console.log(`
`); + } + } else { + console.log(`### ✅ All functional benchmarks passed!`); + } + + console.log(`\n---\n*Generated by evaluation framework*`); +} + +main(); diff --git a/tsconfig.json b/tsconfig.json new file mode 100644 index 000000000..7b66ab37b --- /dev/null +++ b/tsconfig.json @@ -0,0 +1,13 @@ +{ + "compilerOptions": { + "target": "ESNext", + "module": "ESNext", + "moduleResolution": "bundler", + "esModuleInterop": true, + "forceConsistentCasingInFileNames": true, + "strict": true, + "skipLibCheck": true, + "types": ["node", "vitest/globals"] + }, + "include": ["evals/**/*.ts", "scripts/**/*.ts"] +}