backend-junPreP Update(Update whitelist model), front-urlpredictor.jsx UI Update

backend/app/main.py

@@ -2,7 +2,6 @@ from fastapi import FastAPI
 from pydantic import BaseModel
 from app.model_load import use_model  # predictor.py에서 함수 import
 from app.exe import predict_url_maliciousness
-from app.utils import convert_numpy_to_python_types
 from fastapi.middleware.cors import CORSMiddleware
 
 app = FastAPI()
@@ -28,13 +27,15 @@ def root():
 def predict(request: UrlRequest):
      url = request.url
 
-     result_model1 = convert_numpy_to_python_types(use_model(url))
-     result_model2 = convert_numpy_to_python_types(predict_url_maliciousness(url))
-     
-     response_data = {
-         "url": url,
-         "model1": result_model1,
-         "model2": result_model2
-     }
-     
-     return convert_numpy_to_python_types(response_data)
+     result_model1 = use_model(url)
+     result_model2 = predict_url_maliciousness(url)
+    #  print("model1 : ")
+    #  print(result_model1.values())
+    #  print("model2 : ")
+    #  print(result_model2.values())
+
+     return {
+         "url" : url,
+        "model1": result_model1,
+        "model2": result_model2
+    }