feat: 足球 LLM 预测服务初始提交

Profeto — 给 LLM 提供数据,让 LLM 预测足球比分。核心模块: - FastAPI 后端 + PostgreSQL (SQLAlchemy async) - 多 Agent LLM 预测 (5 专家 + 终裁) - 数据采集 (bzzoiro / understat / injuries) - React 前端 (Vite + Tailwind) 包含: - 数据源抽象 (DataSource 协议 + 注册表) - Alembic 数据库迁移 - Prompt 模板 (单/多 Agent) - 核心路径单元测试
2026-09-09 02:10:47 +08:00
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+"""队名归一化:各源队名 → 统一规范名。
+
+迁移自旧项目 app/data/team_names.py。
+"""
+from __future__ import annotations
+
+import unicodedata
+
+NORMALIZE_MAP = {
+    # ---- 英超 ----
+    "Man City": "Manchester City",
+    "Man United": "Manchester United",
+    "Newcastle": "Newcastle United",
+    "Nott'm Forest": "Nottingham Forest",
+    "Wolves": "Wolverhampton Wanderers",
+    "West Ham": "West Ham United",
+    "Tottenham": "Tottenham Hotspur",
+    "Spurs": "Tottenham Hotspur",
+    "Brighton": "Brighton and Hove Albion",
+    "West Brom": "West Bromwich Albion",
+    "Stoke": "Stoke City",
+    "Huddersfield": "Huddersfield Town",
+    "Swansea": "Swansea City",
+    "Hull": "Hull City",
+    "Cardiff": "Cardiff City",
+    "Luton": "Luton Town",
+    "Norwich": "Norwich City",
+    "Bournemouth": "AFC Bournemouth",
+    "Ipswich": "Ipswich Town",
+    "Leicester": "Leicester City",
+    "Leeds": "Leeds United",
+    "Sheffield United": "Sheffield United",
+    "Southampton": "Southampton",
+    "Arsenal": "Arsenal",
+    "Aston Villa": "Aston Villa",
+    "Brentford": "Brentford",
+    "Chelsea": "Chelsea",
+    "Crystal Palace": "Crystal Palace",
+    "Everton": "Everton",
+    "Fulham": "Fulham",
+    "Liverpool": "Liverpool",
+    # ---- 西甲 ----
+    "Atletico Madrid": "Atlético Madrid",
+    "Athletic Club": "Athletic Club",
+    "Real Betis": "Real Betis",
+    "Celta Vigo": "Celta Vigo",
+    "Deportivo Alaves": "Deportivo Alavés",
+    "Girona": "Girona",
+    "Las Palmas": "Las Palmas",
+    "Leganes": "Leganés",
+    "Mallorca": "Mallorca",
+    "Osasuna": "Osasuna",
+    "Rayo Vallecano": "Rayo Vallecano",
+    "Real Sociedad": "Real Sociedad",
+    "Sevilla": "Sevilla",
+    "Valencia": "Valencia",
+    "Villarreal": "Villarreal",
+    "Espanyol": "Espanyol",
+    "Getafe": "Getafe",
+    "Real Madrid": "Real Madrid",
+    "Barcelona": "Barcelona",
+    # ---- 德甲 ----
+    "Bayern Munich": "Bayern München",
+    "FC Koln": "FC Köln",
+    "RB Leipzig": "RB Leipzig",
+    "Borussia Dortmund": "Borussia Dortmund",
+    "Borussia M'gladbach": "Borussia Mönchengladbach",
+    "Bayer Leverkusen": "Bayer Leverkusen",
+    "Eintracht Frankfurt": "Eintracht Frankfurt",
+    "VfB Stuttgart": "VfB Stuttgart",
+    "VfL Wolfsburg": "VfL Wolfsburg",
+    "Werder Bremen": "Werder Bremen",
+    "TSG Hoffenheim": "TSG Hoffenheim",
+    "SC Freiburg": "SC Freiburg",
+    "Union Berlin": "Union Berlin",
+    "Mainz": "Mainz 05",
+    "Augsburg": "FC Augsburg",
+    "Bochum": "VfL Bochum",
+    "Heidenheim": "1. FC Heidenheim",
+    "St. Pauli": "FC St. Pauli",
+    "Holstein Kiel": "Holstein Kiel",
+    # ---- 意甲 ----
+    "AC Milan": "AC Milan",
+    "Inter": "Inter Milan",
+    "Inter Milan": "Inter Milan",
+    "Juventus": "Juventus",
+    "Napoli": "SSC Napoli",
+    "Roma": "AS Roma",
+    "Lazio": "Lazio",
+    "Atalanta": "Atalanta",
+    "Fiorentina": "ACF Fiorentina",
+    "Bologna": "Bologna",
+    "Torino": "Torino",
+    "Monza": "AC Monza",
+    "Udinese": "Udinese",
+    "Sassuolo": "Sassuolo",
+    "Empoli": "Empoli",
+    "Cagliari": "Cagliari",
+    "Genoa": "Genoa",
+    "Lecce": "Lecce",
+    "Hellas Verona": "Hellas Verona",
+    "Parma": "Parma",
+    "Como": "Como",
+    "Venezia": "Venezia",
+    # ---- 法甲 ----
+    "PSG": "Paris Saint-Germain",
+    "Paris Saint-Germain": "Paris Saint-Germain",
+    "Marseille": "Olympique Marseille",
+    "Lyon": "Olympique Lyonnais",
+    "Monaco": "AS Monaco",
+    "Lille": "Lille OSC",
+    "Nice": "OGC Nice",
+    "Rennes": "Stade Rennais",
+    "Lens": "RC Lens",
+    "Strasbourg": "RC Strasbourg",
+    "Brest": "Stade Brestois",
+    "Nantes": "FC Nantes",
+    "Reims": "Stade de Reims",
+    "Toulouse": "Toulouse FC",
+    "Montpellier": "Montpellier HSC",
+    "Le Havre": "Le Havre AC",
+    "Lorient": "FC Lorient",
+    "Saint-Etienne": "AS Saint-Étienne",
+    "Angers": "Angers SCO",
+    "Auxerre": "AJ Auxerre",
+    "Leganes": "Leganés",
+}
+
+
+def normalize(name: str) -> str:
+    if not name:
+        return ""
+    # unicode 归一(重音)
+    n = unicodedata.normalize("NFKD", name)
+    n = "".join(c for c in n if not unicodedata.combining(c))
+    n = n.strip()
+    return NORMALIZE_MAP.get(n, n)