Update app.py

app.py

@@ -16,7 +16,7 @@ pickup_long = st.number_input("Pickup Longitude")
 dropoff_lat = st.number_input("Dropoff Latitude")
 dropoff_long = st.number_input("Dropoff Longitude")
 passenger_count = st.number_input("Passenger Count", min_value=1, max_value=6, step=1)
-pickup_datetime = st.text_input("Pickup Date & Time (YYYY-MM-DD HH:MM:SS)")
+# pickup_datetime = st.text_input("Pickup Date & Time (YYYY-MM-DD HH:MM:SS)")
 
 # Prediction
 if st.button("Predict Fare"):
@@ -27,8 +27,17 @@ if st.button("Predict Fare"):
         'dropoff_latitude': dropoff_lat,
         'dropoff_longitude': dropoff_long,
         'passenger_count': passenger_count,
-        'pickup_datetime': pickup_datetime
     }])
+    # if st.button("Predict Fare"):
+    # # Prepare input as a DataFrame with correct column names
+    # input_data = pd.DataFrame([{
+    #     'pickup_latitude': pickup_lat,
+    #     'pickup_longitude': pickup_long,
+    #     'dropoff_latitude': dropoff_lat,
+    #     'dropoff_longitude': dropoff_long,
+    #     'passenger_count': passenger_count,
+    #     'pickup_datetime': pickup_datetime
+    # }])
     
     predicted_fare = model.predict(input_data)[0]
     st.success(f"Estimated Fare: ${predicted_fare:.2f}")