correct bug access features

main.py

@@ -72,17 +72,17 @@ async def predict(request: Request, requess: Req = Depends(form_req)):
 
     features = extract_features(str(url))
     data = []
-    data.append(str(features.URL))
-    data.extend(int(features.URLLength))
-    data.extend(str(features.Domain))
-    data.extend(int(features.DomainLength))
-    data.extend(str(features.TLD))
-    data.extend(float(features.CharContinuationRate))
-    data.extend(int(features.TLDLength))
-    data.extend(int(features.NoOfSubDomain))
-    data.extend(float(features.DegitRatioInURL))
-    data.extend(float(features.SpacialCharRatioInURL))
-    data.extend(int(features.IsHTTPS))
+    data.append(str(features['URL']))
+    data.extend(int(features['URLLength']))
+    data.extend(str(features['Domain']))
+    data.extend(int(features['DomainLength']))
+    data.extend(str(features['TLD']))
+    data.extend(float(features['CharContinuationRate']))
+    data.extend(int(features['TLDLength']))
+    data.extend(int(features['NoOfSubDomain']))
+    data.extend(float(features['DegitRatioInURL']))
+    data.extend(float(features['SpacialCharRatioInURL']))
+    data.extend(int(features['IsHTTPS']))
 
     prediction = model.predict([data])
     output = prediction[0]