Update pages/malicious_url.py

pages/malicious_url.py

@@ -111,7 +111,7 @@ def load_all_models():
     return models
 
 def normalize_url(url):
-    """Safer URL normalization"""
+    """Normalize URL with proper indentation and parenthesis"""
     try:
         is_https = url.lower().startswith('https://')
         url = url.lower()
@@ -132,7 +132,8 @@ def normalize_url(url):
                 params = [p for p in query.split('&') if '=' in p]
                 essential_params = [p for p in params if any(
                     kw in p for kw in ['id=', 'ref=', 'token='])]
-                 url = base + ('?' + '&'.join(essential_params) if essential_params else '')
+                url = base + ('?' + '&'.join(essential_params) if essential_params else ''
+        
         return re.sub(r'/{2,}', '/', url)
     except Exception:
         return url