Update app.py

app.py

@@ -1,18 +1,22 @@
-# =[Modules dan Packages]========================
-from c45 import c45
+import logging
+import traceback
 from flask import Flask, render_template, request, jsonify
 import pandas as pd
 import json
 from joblib import load
 import mysql.connector
 from mysql.connector import Error
-import logging
-import traceback
+
+# =[Modules dan Packages]========================
+from c45 import c45  # Ensure this is correctly imported and available
 
 # =[Variabel Global]=============================
 app = Flask(__name__, static_url_path='/static')
 model = None
 
+# Setup logging
+logging.basicConfig(level=logging.DEBUG)
+
 # =[Routing]=====================================
 
 # [Routing untuk Halaman Utama atau Home]
@@ -30,16 +34,13 @@ def apiDeteksi():
             posisi_harapan = request.form['Posisi_Harapan']
             usia = int(request.form['Usia'])
 
-            # Extract kategori umur sebagai objek
+            # Extract kategori umur as an object
             kategori_umur_obj = request.form.get('KategoriUmur')
             if kategori_umur_obj is not None:
-                # Ubah objek JavaScript menjadi dict Python
                 kategori_umur_values = json.loads(kategori_umur_obj)
             else:
-                # Jika tidak ada nilai, atur sebagai dictionary kosong
                 kategori_umur_values = {}
 
-            # Python Flask code to access category values from formData
             kategori_umur_values = {f"KategoriUmur[{i}]": int(request.form.get(f"KategoriUmur[{i}]")) for i in range(1, 11)}
             kategori_umur_dict = {f"Kategori_Umur_{i}": kategori_umur_values.get(f"KategoriUmur[{i}]", 0) for i in range(1, 11)}
 
@@ -167,4 +168,4 @@ if __name__ == '__main__':
         logging.error(f"Error loading model: {e}")
 
     # Run Flask di localhost
-    app.run(host="localhost", port=5000, debug=True)
+    app.run(host="0.0.0.0", port=5000, debug=True)  # Make sure to allow connections from outside if needed