Phase 5 & 6: FastAPI REST API, Streamlit dashboard, GitHub Actions CI#11
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Samarth2001 merged 1 commit intomainfrom Mar 2, 2026
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Phase 5 — REST API + Dashboard
- src/f1_predictor/api.py: FastAPI app with /health, /schedule/{year},
POST /predict/qualifying, POST /predict/race, POST /simulate endpoints;
lazy F1Predictor singleton; full OpenAPI docs at /docs
- dashboard/app.py: Streamlit dashboard consuming the API — race/qualifying
prediction tabs with ranked bar charts, simulation tab with win/podium
probability grouped bars and finishing-position heatmap
- requirements.txt: add fastapi==0.115.0, uvicorn[standard]==0.30.6,
streamlit==1.36.0
Phase 6 — CI pipeline
- .github/workflows/ci.yml: lint (black + isort), pytest matrix across
Python 3.10/3.11/3.12 with coverage upload, API smoke test job
Tests
- tests/unit/test_api.py: 16 new tests covering all endpoints, validation
errors (422), mock-out of F1Predictor; 117/117 passing
- tests/integration/test_pipeline.py: fix hardcoded Windows cwd paths
https://claude.ai/code/session_01ABwdavjJNECrDVtSsXVUWZ
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Phase 5 — REST API + Dashboard
Phase 6 — CI pipeline
https://claude.ai/code/session_01ABwdavjJNECrDVtSsXVUWZ