Update app.py

app.py

@@ -1,37 +1,34 @@
-from flask import Flask
-import sys
-import os
-
-# Hugging Face Spaces için özel import ayarı
-sys.path.append(os.path.dirname(os.path.abspath(__file__)))
-
-from endpoints.get_endpoints import get_users, random_model, get_user
-from endpoints.post_endpoints import predict, add_user
+from flask import Flask, request, jsonify
+import numpy as np
 
+# Flask-App erstellen
 app = Flask(__name__)
 
-# Paylaşılan veri
-shared_data = {
-    "users": [
-        {"id": 1, "name": "Ahmet", "score": 85},
-        {"id": 2, "name": "Mehmet", "score": 92}
-    ],
-    "models": ["model1", "model2", "model3"]
-}
-
-# Ana sayfa
 @app.route('/')
 def home():
-    return "stablediffusionapi test"
-
-# GET Endpoint'leri
-app.add_url_rule('/users', 'get_users', get_users, methods=['GET'])
-app.add_url_rule('/random-model', 'random_model', random_model, methods=['GET'])
-app.add_url_rule('/user/<int:user_id>', 'get_user', get_user, methods=['GET'])
-
-# POST Endpoint'leri
-app.add_url_rule('/predict', 'predict', predict, methods=['POST'])
-app.add_url_rule('/add-user', 'add_user', add_user, methods=['POST'])
-
+    return "Flask API läuft!"
+
+@app.route('/predict', methods=['POST'])  # WICHTIG: Muss eine POST-Methode sein!
+def predict():
+    try:
+        # Eingabe als JSON empfangen
+        data = request.json  
+        
+        # Falls keine Daten gesendet wurden, Fehler ausgeben
+        if not data:
+            return jsonify({"error": "Keine Daten erhalten"}), 400
+
+        # Werte aus JSON extrahieren
+        X_input = np.array([[data["Open"], data["High"], data["Low"], data["Close"], data["Volume"]]])
+        
+        # Dummy-Vorhersage (Zufallswert)
+        probability = np.random.rand()  
+
+        return jsonify({"probability_up": float(probability)})
+    
+    except Exception as e:
+        return jsonify({"error": str(e)}), 500  # Falls ein Fehler auftritt
+
+# Flask-App starten
 if __name__ == '__main__':
     app.run(host='0.0.0.0', port=7860)