AI Trading Smoke #18
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| name: AI Trading Smoke | |
| on: | |
| workflow_dispatch: | |
| jobs: | |
| ai-smoke: | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 75 | |
| env: | |
| PYTHONUNBUFFERED: "1" | |
| TWELVEDATA_API_KEYS: ${{ secrets.TWELVEDATA_API_KEYS }} | |
| ALPHAVANTAGE_API_KEYS: ${{ secrets.ALPHAVANTAGE_API_KEYS }} | |
| NVIDIA_API_KEY: ${{ secrets.NVIDIA_API_KEY }} | |
| LIGHTNING_USERNAME: ${{ secrets.LIGHTNING_USERNAME }} | |
| LIGHTNING_API_KEY: ${{ secrets.LIGHTNING_API_KEY }} | |
| LIGHTNING_USER_ID: ${{ secrets.LIGHTNING_USER_ID }} | |
| TRAINED_MODEL_INFERENCE_URL: ${{ secrets.TRAINED_MODEL_INFERENCE_URL }} | |
| TRAINED_MODEL_API_KEY: ${{ secrets.TRAINED_MODEL_API_KEY }} | |
| TRAINED_MODEL_BASE_MODEL: "Qwen/Qwen2.5-7B-Instruct" | |
| TRAINED_MODEL_NAME: "quant-trained-trading-model" | |
| TRAINED_MODEL_CPU_THREADS: "8" | |
| LIGHTNING_INFERENCE_COMPUTE_NAME: "cpu-medium" | |
| LIGHTNING_INFERENCE_DISK_GB: "80" | |
| LIGHTNING_INFERENCE_PORT: "8000" | |
| TRAINED_MODEL_ADAPTER_ARCHIVE_URL: ${{ secrets.TRAINED_MODEL_ADAPTER_ARCHIVE_URL }} | |
| TRAINED_MODEL_ADAPTER_ARCHIVE_TOKEN: ${{ secrets.TRAINED_MODEL_ADAPTER_ARCHIVE_TOKEN }} | |
| TRAINED_MODEL_READY_TIMEOUT_SECONDS: "1200" | |
| TRAINED_MODEL_READY_POLL_SECONDS: "15" | |
| TRAINED_MODEL_TIMEOUT_SECONDS: "900" | |
| TRAINED_MODEL_MAX_RETRIES: "0" | |
| TRAINED_MODEL_BACKOFF_SECONDS: "10" | |
| AI_SMOKE_TICKERS: "AAPL,TSLA,MSFT" | |
| AI_SMOKE_USE_STATIC: "1" | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v4 | |
| - name: Set up Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: "3.10" | |
| - name: Install dependencies | |
| run: | | |
| pip install -r requirements.txt | |
| pip install "lightning[app]==2.3.2" lightning-cloud==0.5.70 | |
| - name: Launch Lightning inference App | |
| run: | | |
| python launch_lightning_inference_app.py \ | |
| --app-name trading-bot-lightning-inference \ | |
| --replace-existing \ | |
| --timeout-seconds 2400 \ | |
| --status-out lightning-inference-status.json | |
| - name: Export Lightning inference URL | |
| run: | | |
| python - <<'PY' | |
| import json | |
| import os | |
| from pathlib import Path | |
| payload = json.loads(Path("lightning-inference-status.json").read_text()) | |
| url = str(payload.get("inference_url") or "").strip() | |
| if not url: | |
| raise SystemExit("lightning-inference-status.json did not include inference_url") | |
| with open(os.environ["GITHUB_ENV"], "a", encoding="utf-8") as handle: | |
| handle.write(f"TRAINED_MODEL_INFERENCE_URL={url}\n") | |
| print(json.dumps({"inference_url": url}, indent=2)) | |
| PY | |
| - name: Wait for trained model endpoint | |
| run: python wait_for_trained_model.py | |
| - name: Warm trained model | |
| run: python warm_trained_model.py | |
| - name: Run AI-only smoke test | |
| run: python run_ai_trading_smoke.py | |
| - name: Stop Lightning inference App | |
| if: always() | |
| run: python stop_lightning_inference_app.py --app-name trading-bot-lightning-inference | |
| - name: Upload AI smoke artifacts | |
| if: always() | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: ai-trading-smoke | |
| path: | | |
| results/ai_smoke_*.json | |
| lightning-inference-status.json | |
| retention-days: 7 |