commit 209620a234fb181cdefb62690e7baef94a8c4f76
Author: Fabio Bonetti <fabiobxl@gmail.com>
Date:   Tue Jan 27 13:52:44 2026 +0100

    Initial commit

diff --git a/Dockerfile b/Dockerfile
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+FROM python:3.12-slim
+
+WORKDIR /app
+
+# Installa dipendenze
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copia codice
+COPY app/ ./app/
+
+# Crea directory per i dati
+RUN mkdir -p /data
+
+# Variabili d'ambiente
+ENV DATA_PATH=/data/hotspots.json
+ENV PYTHONUNBUFFERED=1
+
+# Esponi porta
+EXPOSE 8000
+
+# Avvia server
+CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "8000"]
diff --git a/README.md b/README.md
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+# Hotspot API
+
+Backend FastAPI per riconoscimento e matching hotspot europei.
+
+## Endpoints
+
+| Metodo | Endpoint | Descrizione |
+|--------|----------|-------------|
+| GET | `/` | Info servizio |
+| GET | `/health` | Health check |
+| GET | `/hotspots` | Lista tutti gli hotspot |
+| GET | `/hotspots/{id}` | Singolo hotspot |
+| POST | `/match` | Cerca corrispondenza per testo |
+| POST | `/reload` | Ricarica database JSON |
+
+## Esempio chiamata /match
+
+```bash
+curl -X POST "https://api.tuodominio.com/match" \
+  -H "Content-Type: application/json" \
+  -d '{"text": "Brussels", "language": "en"}'
+```
+
+Risposta:
+```json
+{
+  "found": true,
+  "hotspot_id": "1",
+  "name": "Brussels",
+  "confidence": 1.0,
+  "video_ids": [133]
+}
+```
+
+## Deploy su Coolify
+
+1. Crea un nuovo progetto
+2. Add Resource → Docker Image o Git repository
+3. Se usi Git, punta al repo con questo codice
+4. Configura il volume: `/data` → persistent storage
+5. Carica `hotspots.json` in `/data/`
+6. Deploy!
+
+## Aggiornare il database
+
+1. Carica il nuovo `hotspots.json` via SFTP in `/data/`
+2. Chiama `POST /reload` oppure fai redeploy
+
+## Documentazione API
+
+Dopo il deploy, visita `/docs` per la documentazione Swagger interattiva.
diff --git a/app/main.py b/app/main.py
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+++ b/app/main.py
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+from fastapi import FastAPI, UploadFile, File, HTTPException
+from fastapi.middleware.cors import CORSMiddleware
+from pydantic import BaseModel
+from typing import Optional
+import json
+import os
+from pathlib import Path
+
+app = FastAPI(
+    title="Hotspot API",
+    description="API per riconoscimento testo e matching hotspot europei",
+    version="1.0.0"
+)
+
+# CORS per permettere chiamate dal frontend
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=["*"],  # In produzione, specifica i domini
+    allow_credentials=True,
+    allow_methods=["*"],
+    allow_headers=["*"],
+)
+
+# Path del file JSON (montato come volume in Docker)
+DATA_PATH = os.getenv("DATA_PATH", "/data/hotspots.json")
+
+# Cache del database in memoria
+hotspots_db: dict = {}
+video_mapping: dict = {}
+
+
+def load_database():
+    """Carica il database JSON all'avvio"""
+    global hotspots_db, video_mapping
+    
+    try:
+        with open(DATA_PATH, 'r', encoding='utf-8') as f:
+            data = json.load(f)
+        
+        # Supporta sia formato semplice che complesso
+        if isinstance(data, dict):
+            if "hotspots" in data:
+                hotspots_db = data["hotspots"]
+                video_mapping = data.get("video_mapping", {})
+            else:
+                # Formato semplice: {id: nome}
+                hotspots_db = {k: {"id": k, "name": v} for k, v in data.items()}
+        
+        print(f"✅ Database caricato: {len(hotspots_db)} hotspots")
+    except FileNotFoundError:
+        print(f"⚠️ File {DATA_PATH} non trovato, uso database vuoto")
+        hotspots_db = {}
+    except json.JSONDecodeError as e:
+        print(f"❌ Errore parsing JSON: {e}")
+        hotspots_db = {}
+
+
+@app.on_event("startup")
+async def startup_event():
+    load_database()
+
+
+# === MODELS ===
+
+class MatchRequest(BaseModel):
+    text: str
+    language: Optional[str] = "en"
+
+
+class MatchResponse(BaseModel):
+    found: bool
+    hotspot_id: Optional[str] = None
+    name: Optional[str] = None
+    confidence: Optional[float] = None
+    video_ids: Optional[list] = None
+
+
+class HotspotResponse(BaseModel):
+    id: str
+    name: str
+    video_ids: Optional[list] = None
+
+
+# === UTILITIES ===
+
+def calculate_similarity(str1: str, str2: str) -> float:
+    """Calcola similarità tra due stringhe (Levenshtein normalizzato)"""
+    if not str1 or not str2:
+        return 0.0
+    
+    str1, str2 = str1.lower(), str2.lower()
+    
+    if str1 == str2:
+        return 1.0
+    
+    len1, len2 = len(str1), len(str2)
+    if len1 == 0 or len2 == 0:
+        return 0.0
+    
+    # Matrice per Levenshtein
+    matrix = [[0] * (len2 + 1) for _ in range(len1 + 1)]
+    
+    for i in range(len1 + 1):
+        matrix[i][0] = i
+    for j in range(len2 + 1):
+        matrix[0][j] = j
+    
+    for i in range(1, len1 + 1):
+        for j in range(1, len2 + 1):
+            cost = 0 if str1[i-1] == str2[j-1] else 1
+            matrix[i][j] = min(
+                matrix[i-1][j] + 1,
+                matrix[i][j-1] + 1,
+                matrix[i-1][j-1] + cost
+            )
+    
+    distance = matrix[len1][len2]
+    max_len = max(len1, len2)
+    return (max_len - distance) / max_len
+
+
+def clean_text(text: str) -> str:
+    """Pulisce il testo OCR"""
+    import re
+    cleaned = text.lower().strip()
+    cleaned = re.sub(r'[{}§\[\]()@#$%^&*+=|\\<>?/~`!]', ' ', cleaned)
+    cleaned = re.sub(r'\s+', ' ', cleaned)
+    return cleaned.strip()
+
+
+def find_best_match(text: str, threshold: float = 0.65) -> tuple:
+    """Trova il miglior match nel database"""
+    cleaned = clean_text(text)
+    words = cleaned.split()
+    
+    best_match = None
+    best_score = 0.0
+    
+    for hotspot_id, hotspot in hotspots_db.items():
+        name = hotspot.get("name", "").lower() if isinstance(hotspot, dict) else str(hotspot).lower()
+        
+        # Match esatto
+        if name == cleaned:
+            return hotspot_id, name, 1.0
+        
+        # Substring match
+        if name in cleaned or cleaned in name:
+            return hotspot_id, name, 0.95
+        
+        # Word match
+        name_words = name.split()
+        for word in words:
+            if len(word) < 2:
+                continue
+            for name_word in name_words:
+                if name_word == word:
+                    return hotspot_id, name, 0.9
+                
+                similarity = calculate_similarity(word, name_word)
+                if similarity > best_score:
+                    best_score = similarity
+                    best_match = (hotspot_id, name)
+    
+    if best_match and best_score >= threshold:
+        return best_match[0], best_match[1], best_score
+    
+    return None, None, 0.0
+
+
+# === ENDPOINTS ===
+
+@app.get("/")
+async def root():
+    return {
+        "service": "Hotspot API",
+        "version": "1.0.0",
+        "hotspots_loaded": len(hotspots_db)
+    }
+
+
+@app.get("/health")
+async def health():
+    return {"status": "healthy", "database_loaded": len(hotspots_db) > 0}
+
+
+@app.get("/hotspots", response_model=list[HotspotResponse])
+async def get_hotspots():
+    """Restituisce tutti gli hotspot"""
+    result = []
+    for hotspot_id, hotspot in hotspots_db.items():
+        name = hotspot.get("name", hotspot) if isinstance(hotspot, dict) else str(hotspot)
+        result.append(HotspotResponse(
+            id=hotspot_id,
+            name=name,
+            video_ids=video_mapping.get(hotspot_id)
+        ))
+    return result
+
+
+@app.get("/hotspots/{hotspot_id}", response_model=HotspotResponse)
+async def get_hotspot(hotspot_id: str):
+    """Restituisce un singolo hotspot"""
+    if hotspot_id not in hotspots_db:
+        raise HTTPException(status_code=404, detail="Hotspot non trovato")
+    
+    hotspot = hotspots_db[hotspot_id]
+    name = hotspot.get("name", hotspot) if isinstance(hotspot, dict) else str(hotspot)
+    
+    return HotspotResponse(
+        id=hotspot_id,
+        name=name,
+        video_ids=video_mapping.get(hotspot_id)
+    )
+
+
+@app.post("/match", response_model=MatchResponse)
+async def match_text(request: MatchRequest):
+    """Cerca corrispondenza per il testo fornito"""
+    if not request.text.strip():
+        return MatchResponse(found=False)
+    
+    hotspot_id, name, confidence = find_best_match(request.text)
+    
+    if hotspot_id:
+        return MatchResponse(
+            found=True,
+            hotspot_id=hotspot_id,
+            name=name,
+            confidence=round(confidence, 2),
+            video_ids=video_mapping.get(hotspot_id)
+        )
+    
+    return MatchResponse(found=False)
+
+
+@app.post("/reload")
+async def reload_database():
+    """Ricarica il database dal file JSON"""
+    load_database()
+    return {"status": "reloaded", "hotspots_count": len(hotspots_db)}
diff --git a/data/hotspots.json b/data/hotspots.json
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+{
+  "hotspots": {
+    "1": {"name": "Brussels"},
+    "2": {"name": "Strasbourg"},
+    "3": {"name": "Luxembourg"},
+    "4": {"name": "Vienna"},
+    "5": {"name": "Frankfurt am Main"},
+    "8": {"name": "Parma"},
+    "9": {"name": "Warsaw"},
+    "10": {"name": "Copenhagen"},
+    "12": {"name": "Lisbon"},
+    "13": {"name": "Helsinki"},
+    "14": {"name": "Cologne"},
+    "15": {"name": "Vilnius"},
+    "17": {"name": "Munich"},
+    "21": {"name": "Heraklion"},
+    "27": {"name": "Dublin"},
+    "28": {"name": "The Hague"},
+    "29": {"name": "Vigo"},
+    "30": {"name": "Stockholm"},
+    "38": {"name": "L'Aquila"},
+    "39": {"name": "Valletta"},
+    "40": {"name": "Palermo"},
+    "44": {"name": "Paris"},
+    "46": {"name": "Kourou"},
+    "49": {"name": "Berlin"},
+    "51": {"name": "Bolzano"},
+    "53": {"name": "Cork"},
+    "61": {"name": "Östersund"},
+    "62": {"name": "Jukkasjärvi"},
+    "67": {"name": "Kuopio"},
+    "68": {"name": "Gdańsk"},
+    "69": {"name": "Wrocław"},
+    "71": {"name": "Poznan"},
+    "74": {"name": "Riga"},
+    "75": {"name": "Prague"},
+    "77": {"name": "Poprad"},
+    "78": {"name": "Budapest"},
+    "82": {"name": "Bistrita"},
+    "83": {"name": "Tulcea"},
+    "84": {"name": "Belene"},
+    "86": {"name": "Sofia"},
+    "89": {"name": "Athens"},
+    "90": {"name": "Nicosia"},
+    "92": {"name": "Ljubljana"},
+    "95": {"name": "Barcelona"},
+    "98": {"name": "Dubrovnik"},
+    "101": {"name": "North Sea"},
+    "102": {"name": "Mediterranean Sea"},
+    "108": {"name": "Polar Region"},
+    "109": {"name": "Lesbos"},
+    "110": {"name": "Madeira"},
+    "111": {"name": "Aarhus"},
+    "112": {"name": "Vrchlabí"},
+    "114": {"name": "Atlantic Ocean"},
+    "115": {"name": "Hiiumaa"},
+    "116": {"name": "Tallinn"},
+    "117": {"name": "Almería"},
+    "118": {"name": "Amsterdam"},
+    "129": {"name": "Bazoches"},
+    "130": {"name": "Rome"},
+    "131": {"name": "Sulmona"},
+    "132": {"name": "Madrid"},
+    "134": {"name": "Bucharest"},
+    "137": {"name": "Zagreb"},
+    "138": {"name": "Bratislava"}
+  },
+  "video_mapping": {
+    "1": [133],
+    "2": [2, 168],
+    "3": [163],
+    "4": [154],
+    "5": [5],
+    "8": [8],
+    "9": [157],
+    "10": [131],
+    "12": [12],
+    "13": [13, 129],
+    "14": [14],
+    "15": [15],
+    "17": [17],
+    "21": [21],
+    "27": [27],
+    "28": [28],
+    "29": [29],
+    "30": [30],
+    "38": [38],
+    "39": [39],
+    "40": [40],
+    "44": [44, 128],
+    "46": [46],
+    "49": [49],
+    "51": [51],
+    "53": [53],
+    "61": [61],
+    "62": [62],
+    "67": [67],
+    "68": [68],
+    "69": [69],
+    "71": [71],
+    "74": [74],
+    "75": [75],
+    "77": [77],
+    "78": [78],
+    "82": [82],
+    "83": [83],
+    "84": [84],
+    "86": [86],
+    "89": [89],
+    "90": [90],
+    "92": [92],
+    "95": [95],
+    "98": [98],
+    "101": [101],
+    "102": [102],
+    "108": [108],
+    "109": [109],
+    "110": [110],
+    "111": [111],
+    "112": [112],
+    "114": [114],
+    "115": [115],
+    "116": [116],
+    "117": [117],
+    "118": [118],
+    "129": [129],
+    "130": [130],
+    "131": [131],
+    "132": [132],
+    "134": [134],
+    "137": [137],
+    "138": [138]
+  }
+}
diff --git a/requirements.txt b/requirements.txt
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+fastapi==0.109.0
+uvicorn[standard]==0.27.0
+python-multipart==0.0.6