Update app.py

app.py

@@ -13,14 +13,15 @@ st.set_page_config(
     layout='wide'
 )
 
-project = hopsworks.login()
-fs = project.get_feature_store()
-
-mr = project.get_model_registry()
-model = mr.get_model("car_prices", version=1)
-model_dir = model.download()
-model = joblib.load(model_dir + "/car_prices_model.pkl")
+def model():
+    project = hopsworks.login()
+    fs = project.get_feature_store()
 
+    mr = project.get_model_registry()
+    model = mr.get_model("car_prices", version=1)
+    model_dir = model.download()
+    mode = joblib.load(model_dir + "/car_prices_model.pkl")
+    return mode
 header = st.container()
 
 model_train = st.container()
@@ -96,10 +97,9 @@ if (input_list[13] == "Manual"):
 df = pd.DataFrame(input_list)
 res = model.predict(df.T)[0].round(4)
 
-# col_but = st.columns(5)
 with model_train:
     disp = st.columns(5)
     pred_button = disp[2].button('Evaluate price')
     if pred_button:
         with st.spinner():
-            st.write(f'#### Evaluated price of the car: ₹ {res:,.2f}') 
+            st.write(f'#### Evaluated price of the car(in lakhs): ₹ {res:,.4f}')