grosse modif

app.py

@@ -354,67 +354,48 @@ with tab2:
     Présence de GPS = + valeur ajoutée """)
     
 with tab3:
-
-    st.header("🔮 Prédiction du prix de location via l’API")
-
-    # URL de ton API Hugging Face
-    API_URL = "https://gdleds-api-get.hf.space/predict"
-
-    # --- Formulaire ---
-    with st.form("predict_form"):
-        st.subheader("Remplissez les caractéristiques du véhicule")
-
-        # Sélection de la marque
-        model_key = st.selectbox(
-            "Marque",
-            ["Audi", "BMW", "Citroën", "Peugeot", "Renault", "Mercedes", "Volkswagen", "Ford", "Opel"]
-        )
-
-        mileage = st.slider("Kilométrage", 0, 300000, 50000, step=5000)
-        engine_power = st.slider("Puissance moteur (CV)", 50, 300, 110, step=5)
-
-        fuel = st.selectbox("Carburant", ["diesel", "petrol", "hybrid_petrol", "electro"])
-        paint_color = st.selectbox("Couleur", ["black", "grey", "white", "red", "silver", "blue", "orange", "beige", "brown", "green"])
-        car_type = st.selectbox("Type de voiture", ["convertible", "coupe", "estate", "hatchback", "sedan", "subcompact", "suv", "van"])
-
-        st.markdown("**Options (True = Oui, False = Non)**")
-        private_parking_available = st.checkbox("Parking privé disponible")
-        has_gps = st.checkbox("GPS")
-        has_air_conditioning = st.checkbox("Climatisation")
-        automatic_car = st.checkbox("Boîte automatique")
-        has_getaround_connect = st.checkbox("Getaround Connect")
-        has_speed_regulator = st.checkbox("Régulateur de vitesse")
-        winter_tires = st.checkbox("Pneus hiver")
-
-        submitted = st.form_submit_button("🚀 Prédire le prix")
-
-    # --- Envoi à l’API ---
-    if submitted:
-        data = {
-            "model_key": model_key,
-            "mileage": mileage,
-            "engine_power": engine_power,
-            "fuel": fuel,
-            "paint_color": paint_color,
-            "car_type": car_type,
-            "private_parking_available": private_parking_available,
-            "has_gps": has_gps,
-            "has_air_conditioning": has_air_conditioning,
-            "automatic_car": automatic_car,
-            "has_getaround_connect": has_getaround_connect,
-            "has_speed_regulator": has_speed_regulator,
-            "winter_tires": winter_tires
-        }
-
+    st.header("🔧 Prédiction API")
+
+    # Sélection des valeurs
+    model_key = st.selectbox("Marque", ["Audi", "BMW", "Peugeot", "Renault", "Citroën"])
+    mileage = st.number_input("Kilométrage", min_value=0, max_value=300000, value=50000, step=1000)
+    engine_power = st.number_input("Puissance moteur (ch)", min_value=50, max_value=300, value=110)
+    fuel = st.selectbox("Carburant", ["diesel", "petrol", "hybrid_petrol", "electro"])
+    paint_color = st.selectbox("Couleur", ["black", "grey", "white", "red", "silver", "blue", "orange", "beige", "brown", "green"])
+    car_type = st.selectbox("Type de voiture", ["estate", "hatchback", "sedan", "suv", "convertible", "coupe", "van"])
+
+    private_parking_available = st.checkbox("Parking privé disponible")
+    has_gps = st.checkbox("GPS")
+    has_air_conditioning = st.checkbox("Climatisation")
+    automatic_car = st.checkbox("Automatique")
+    has_getaround_connect = st.checkbox("Getaround Connect")
+    has_speed_regulator = st.checkbox("Régulateur de vitesse")
+    winter_tires = st.checkbox("Pneus hiver")
+
+    # Construire le JSON attendu
+    payload = {
+        "model_key": model_key,
+        "mileage": mileage,
+        "engine_power": engine_power,
+        "fuel": fuel,
+        "paint_color": paint_color,
+        "car_type": car_type,
+        "private_parking_available": private_parking_available,
+        "has_gps": has_gps,
+        "has_air_conditioning": has_air_conditioning,
+        "automatic_car": automatic_car,
+        "has_getaround_connect": has_getaround_connect,
+        "has_speed_regulator": has_speed_regulator,
+        "winter_tires": winter_tires
+    }
+
+    if st.button("🔮 Prédire le prix"):
         try:
-            response = requests.post(API_URL, json=data)
-
+            response = requests.post("https://gdleds-api-get.hf.space/predict", json=payload)
             if response.status_code == 200:
-                price = response.json()["rental_price"]
-                st.success(f"💰 Prix prédit : **{price} $/jour**")
+                result = response.json()
+                st.success(f"💰 Prix estimé : {result['rental_price']} $/jour")
             else:
                 st.error(f"Erreur API ({response.status_code}) : {response.text}")
-
         except Exception as e:
-            st.error(f"❌ Impossible de joindre l’API : {e}")
-
+            st.error(f"⚠️ Impossible d'appeler l'API : {e}")