marek/tft

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team3 4cae436231 M6+M11: learned weights with shrinkage, refresh command, cron docs

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

2026-07-23 00:42:03 +02:00

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TFT-Simulator

Trainings-Tool: TFT-Runden schnell simulieren, 1 Spieler vs. 7 Bots. Kampf = Vergleich von Boardstärke-Scores (Regel-Baseline + gelernte Gewichte aus Endboard-Matchdaten).

Setup

cd backend
uv sync
uv run pytest

Pipeline

uv run python -m tft.cli fetch-static     # Community Dragon, kein Key nötig
uv run python -m tft.cli crawl            # braucht RIOT_API_KEY in .env
uv run python -m tft.cli extract
uv run python -m tft.cli build-artifact
uv run python -m tft.cli calibrate
uv run python -m tft.cli refresh          # crawl + extract + build-artifact (für Cron)

Riot-Dev-Key: https://developer.riotgames.com (24h gültig), in backend/.env als RIOT_API_KEY=....

Täglicher Refresh per Cron (Key muss gültig sein):

15 6 * * * cd /home/arbeit/projects/tft/backend && uv run python -m tft.cli refresh >> ../data/refresh.log 2>&1

Server

uv run uvicorn tft.api.app:app --reload --port 8123

Frontend

cd frontend
npm install
npm run dev     # Proxy /api -> localhost:8123