feat(verification): add k6 load test script and execution guide to README
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36
README.md
36
README.md
@@ -42,6 +42,42 @@ Duplicate raw_ids resolved: 20 ✅
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=====================================
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```
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### 3. Load Testing (k6)
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A k6 load test script is available at [`scripts/load_test.js`](scripts/load_test.js) to simulate high-concurrency ingestion (ramping up to 50 virtual users pushing sustained load).
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#### Option A: Running with Docker (Recommended)
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Running k6 via Docker avoids Windows host outbound socket limits:
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- **Windows (PowerShell / Docker Desktop)**:
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```powershell
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docker run --rm -v "${PWD}/scripts:/scripts" grafana/k6 run -e API_URL="http://host.docker.internal:8000/api/v1/cdr/raw" /scripts/load_test.js
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```
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- **Linux / macOS (Host Network)**:
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```bash
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docker run --rm -i --network=host grafana/k6 run - <scripts/load_test.js
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```
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#### Option B: Running with Local k6
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If k6 is installed on your machine:
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- **Windows (PowerShell)**:
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```powershell
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k6 run scripts/load_test.js
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# Or using explicit path:
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& "C:\Program Files\k6\k6.exe" run scripts/load_test.js
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```
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- **Linux / macOS**:
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```bash
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k6 run scripts/load_test.js
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```
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> [!TIP]
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> **Windows Ephemeral Port Note**: Under rapid high-concurrency load (>20,000 requests in <60 seconds), Windows may exhaust dynamic outbound ports held in `TIME_WAIT`, throwing `connectex: Only one usage of each socket address is normally permitted`. Running k6 inside Docker (Option A) avoids this host-level limitation.
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---
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## 2. Architecture & Data Flow
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48
scripts/load_test.js
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48
scripts/load_test.js
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@@ -0,0 +1,48 @@
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import http from 'k6/http';
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import { check } from 'k6';
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export const options = {
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scenarios: {
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// Ramp up from 10 to 50 virtual users pushing sustained load
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sustained_load: {
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executor: 'ramping-vus',
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startVUs: 10,
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stages: [
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{ duration: '10s', target: 50 }, // Ramp up to 50 VUs
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{ duration: '30s', target: 50 }, // Stay at 50 VUs (~1,000+ req/s)
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{ duration: '5s', target: 0 }, // Ramp down
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],
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},
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},
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thresholds: {
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http_req_duration: ['p(95)<50'], // 95% of API responses under 50ms
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http_req_failed: ['rate<0.01'], // Less than 1% failure
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},
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};
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export default function () {
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const url = __ENV.API_URL || 'http://localhost:8000/api/v1/cdr/raw';
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const payload = JSON.stringify({
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raw_id: `load-${__VU}-${__ITER}-${Date.now()}`,
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src_ip: '10.240.1.1',
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device_id: '310410998877665',
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caller_num: '+19875551234',
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svc: '4G_DATA',
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up_bytes: 1048576,
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down_bytes: 4194304,
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rat: 6,
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lac: '4021',
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ci: '8812',
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epoch_start: 1726070000,
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epoch_end: 1726070300,
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});
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const params = {
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headers: { 'Content-Type': 'application/json' },
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};
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const res = http.post(url, payload, params);
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check(res, {
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'status is 202 or 429': (r) => r.status === 202 || r.status === 429,
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});
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}
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