--- name: k6-load-test description: Эксперт k6 нагрузочного тестирования. Используй для performance testing, load scenarios и stress tests. --- # k6 Load Testing Expert Expert in performance testing with k6 framework. ## Core k6 Principles - **Virtual Users (VUs)**: Each VU runs the test script independently in parallel - **Iterations vs Duration**: Choose between iteration-based or time-based test execution - **Stages**: Gradually ramp up/down load to simulate realistic traffic patterns - **Thresholds**: Define pass/fail criteria for automated performance validation - **Metrics**: Focus on key performance indicators (response time, throughput, error rate) ## Basic Test Script Structure ```javascript import http from 'k6/http'; import { check, sleep } from 'k6'; import { Rate, Trend } from 'k6/metrics'; // Custom metrics const errorRate = new Rate('errors'); const customTrend = new Trend('custom_duration'); // Test configuration export const options = { stages: [ { duration: '2m', target: 10 }, // Ramp up to 10 users { duration: '5m', target: 10 }, // Stay at 10 users { duration: '2m', target: 20 }, // Ramp up to 20 users { duration: '5m', target: 20 }, // Stay at 20 users { duration: '2m', target: 0 }, // Ramp down to 0 ], thresholds: { http_req_duration: ['p(95)<500'], // 95% of requests under 500ms http_req_failed: ['rate<0.1'], // Error rate under 10% errors: ['rate<0.1'], }, }; // Setup function (runs once before test) export function setup() { // Prepare test data, authenticate, etc. const loginRes = http.post('https://api.example.com/auth/login', { email: 'test@example.com', password: 'password123', }); return { token: loginRes.json('token') }; } // Main test function (runs for each VU) export default function(data) { const params = { headers: { 'Authorization': `Bearer ${data.token}`, 'Content-Type': 'application/json', }, }; const response = http.get('https://api.example.com/users', params); // Verify response check(response, { 'status is 200': (r) => r.status === 200, 'response time < 500ms': (r) => r.timings.duration < 500, 'response body contains users': (r) => r.body.includes('users'), }); // Track custom metrics errorRate.add(response.status !== 200); customTrend.add(response.timings.duration); // Think time between requests sleep(Math.random() * 2 + 1); // 1-3 seconds } // Teardown function (runs once after test) export function teardown(data) { // Cleanup operations console.log('Test completed'); } ``` ## Test Scenario Patterns ### Load Test (Normal Traffic) ```javascript export const options = { stages: [ { duration: '5m', target: 50 }, // Ramp up { duration: '30m', target: 50 }, // Steady state { duration: '5m', target: 0 }, // Ramp down ], thresholds: { http_req_duration: ['p(95)<200', 'p(99)<500'], http_req_failed: ['rate<0.01'], }, }; ``` ### Stress Test (Beyond Normal Capacity) ```javascript export const options = { stages: [ { duration: '2m', target: 100 }, { duration: '5m', target: 100 }, { duration: '2m', target: 200 }, { duration: '5m', target: 200 }, { duration: '2m', target: 300 }, // Beyond normal capacity { duration: '5m', target: 300 }, { duration: '10m', target: 400 }, // Breaking point { duration: '2m', target: 0 }, ], }; ``` ### Spike Test (Sudden Traffic Surge) ```javascript export const options = { stages: [ { duration: '10s', target: 100 }, // Quick ramp-up { duration: '1m', target: 100 }, // Stay at peak { duration: '10s', target: 0 }, // Quick ramp-down ], }; ``` ### Soak Test (Extended Duration) ```javascript export const options = { stages: [ { duration: '5m', target: 50 }, { duration: '4h', target: 50 }, // Run for 4 hours { duration: '5m', target: 0 }, ], }; ``` ### Breakpoint Test (Find Limits) ```javascript export const options = { executor: 'ramping-arrival-rate', stages: [ { duration: '2m', target: 100 }, { duration: '2m', target: 200 }, { duration: '2m', target: 300 }, { duration: '2m', target: 400 }, { duration: '2m', target: 500 }, // Continue until system breaks ], }; ``` ## Advanced Patterns ### Data-Driven Testing ```javascript import { SharedArray } from 'k6/data'; import papaparse from 'https://jslib.k6.io/papaparse/5.1.1/index.js'; // Load CSV data once, share across VUs const csvData = new SharedArray('users', function() { return papaparse.parse(open('./users.csv'), { header: true }).data; }); export default function() { // Random user from dataset const user = csvData[Math.floor(Math.random() * csvData.length)]; const payload = JSON.stringify({ username: user.username, password: user.password, }); const response = http.post('https://api.example.com/login', payload, { headers: { 'Content-Type': 'application/json' }, }); check(response, { 'login successful': (r) => r.status === 200, 'token present': (r) => r.json('token') !== '', }); } ``` ### Session-Based Testing with Groups ```javascript import { group, sleep } from 'k6'; import http from 'k6/http'; export default function() { let authToken; group('Authentication', function() { const loginRes = http.post('https://api.example.com/auth/login', { email: 'user@example.com', password: 'password123', }); check(loginRes, { 'login successful': (r) => r.status === 200 }); authToken = loginRes.json('token'); }); const headers = { Authorization: `Bearer ${authToken}` }; group('Browse Products', function() { const productsRes = http.get('https://api.example.com/products', { headers }); check(productsRes, { 'products loaded': (r) => r.status === 200 }); const productId = productsRes.json('products')[0].id; const detailRes = http.get(`https://api.example.com/products/${productId}`, { headers }); check(detailRes, { 'product detail loaded': (r) => r.status === 200 }); }); group('Add to Cart', function() { const cartRes = http.post('https://api.example.com/cart', JSON.stringify({ productId: 1, quantity: 2 }), { headers: { ...headers, 'Content-Type': 'application/json' } } ); check(cartRes, { 'added to cart': (r) => r.status === 200 }); }); group('Checkout', function() { const checkoutRes = http.post('https://api.example.com/checkout', JSON.stringify({ paymentMethod: 'card' }), { headers: { ...headers, 'Content-Type': 'application/json' } } ); check(checkoutRes, { 'checkout successful': (r) => r.status === 200 }); }); sleep(1); } ``` ### Batch Requests ```javascript import http from 'k6/http'; export default function() { const responses = http.batch([ ['GET', 'https://api.example.com/users'], ['GET', 'https://api.example.com/products'], ['GET', 'https://api.example.com/orders'], ['POST', 'https://api.example.com/events', JSON.stringify({ event: 'page_view' }), { headers: { 'Content-Type': 'application/json' }, }], ]); check(responses[0], { 'users status 200': (r) => r.status === 200 }); check(responses[1], { 'products status 200': (r) => r.status === 200 }); check(responses[2], { 'orders status 200': (r) => r.status === 200 }); } ``` ## Custom Metrics ```javascript import { Counter, Gauge, Rate, Trend } from 'k6/metrics'; // Define custom metrics const pageViews = new Counter('page_views'); const activeUsers = new Gauge('active_users'); const errorRate = new Rate('error_rate'); const responseTrend = new Trend('response_trend'); export default function() { const response = http.get('https://api.example.com/page'); // Record metrics pageViews.add(1); activeUsers.add(__VU); // Current VU count errorRate.add(response.status !== 200); responseTrend.add(response.timings.duration); // Tags for segmentation pageViews.add(1, { page: 'home', version: 'v2' }); } ``` ## Environment Configuration ### Command Line Options ```bash # Basic run k6 run script.js # Specify VUs and duration k6 run --vus 50 --duration 10m script.js # Environment variables k6 run --env BASE_URL=https://staging.api.com --env API_KEY=xxx script.js # Output to different backends k6 run --out influxdb=http://localhost:8086/k6 script.js k6 run --out json=results.json script.js k6 run --out csv=results.csv script.js # Cloud execution k6 cloud script.js # Run with config file k6 run --config config.json script.js ``` ### Environment Variables in Script ```javascript const BASE_URL = __ENV.BASE_URL || 'https://api.example.com'; const API_KEY = __ENV.API_KEY || 'default-key'; const ENVIRONMENT = __ENV.ENV || 'staging'; export default function() { const response = http.get(`${BASE_URL}/endpoint`, { headers: { 'X-API-Key': API_KEY }, }); } ``` ## CI/CD Integration ### GitHub Actions ```yaml name: Load Test on: push: branches: [main] schedule: - cron: '0 2 * * *' # Daily at 2 AM jobs: load-test: runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 - name: Install k6 run: | curl -L https://github.com/grafana/k6/releases/download/v0.47.0/k6-v0.47.0-linux-amd64.tar.gz | tar xvz sudo mv k6-v0.47.0-linux-amd64/k6 /usr/local/bin/ - name: Run load test run: k6 run --env BASE_URL=${{ secrets.API_URL }} tests/load-test.js - name: Upload results uses: actions/upload-artifact@v3 with: name: k6-results path: results.json ``` ## Debugging and Analysis ```javascript import { textSummary } from 'https://jslib.k6.io/k6-summary/0.0.1/index.js'; // Custom summary handler export function handleSummary(data) { return { 'stdout': textSummary(data, { indent: ' ', enableColors: true }), 'summary.json': JSON.stringify(data), }; } export default function() { const response = http.get('https://api.example.com/data'); // Detailed debugging on failure if (!check(response, { 'status is 200': (r) => r.status === 200 })) { console.error(`Request failed: ${response.status}`); console.error(`Response body: ${response.body.substring(0, 500)}`); console.error(`Request URL: ${response.request.url}`); } // Log slow requests if (response.timings.duration > 1000) { console.warn(`Slow request: ${response.timings.duration}ms - ${response.request.url}`); } } ``` ## Key Metrics Reference | Metric | Description | Typical Threshold | |--------|-------------|-------------------| | `http_req_duration` | Response time | p(95)<500ms | | `http_req_failed` | Failed request rate | rate<0.01 | | `http_reqs` | Requests per second | N/A (informational) | | `http_req_waiting` | Time to first byte | p(95)<200ms | | `vus` | Active virtual users | N/A | | `iterations` | Completed iterations | N/A | ## Лучшие практики 1. **Realistic think time** — добавляйте `sleep()` между запросами 2. **Gradual ramp-up** — избегайте мгновенной нагрузки 3. **SharedArray for data** — экономит память при больших датасетах 4. **Meaningful thresholds** — определяйте SLO заранее 5. **Tags for segmentation** — группируйте метрики по endpoint/feature 6. **Monitor load generator** — убедитесь, что k6 не bottleneck