Update app.py

app.py

@@ -149,18 +149,7 @@ with tab1:
 with tab2:
     st.header("Manual Single Prediction")
     st.info(f"Using model: {model_option}")
-    
-    # Well depth dictionary
-    well_depths = {
-        "J05": 1996.0,
-        "J19": 2208.0,
-        "J37": 2099.0,
-        "J51": 2101.0,
-        "J56": 2188.0,
-        "J57": 2058.0,
-        "Custom": None  # Allows manual entry
-    }
-    
+   
     with st.form("manual_prediction_form"):
         col1, col2 = st.columns(2)
         
@@ -170,14 +159,7 @@ with tab2:
         depth_disabled = selected_well != "Custom"
         default_depth = well_depths[selected_well] if selected_well != "Custom" else 0.0
 
-        depth = st.number_input(
-        "Depth (m)",
-        min_value=0.0,
-        value=default_depth,
-        disabled=depth_disabled,
-        key="manual_depth",  # key added to avoid conflicts
-        help="Automatically filled for predefined wells"
-    )
+        
             
         qo = st.number_input("Oil Rate (Qo, STB/d)", min_value=0.0)
         gor = st.number_input("Gas-Oil Ratio (GOR, scf/STB)", min_value=0.0)
@@ -186,6 +168,7 @@ with tab2:
             tht = st.number_input("Tubing Head Temperature (THT, °C)", min_value=0.0)
             pwh = st.number_input("Wellhead Pressure (Pwh, psi)", min_value=0.0)
             wct = st.number_input("Water Cut (WCT, %)", min_value=0.0, max_value=100.0)
+            depth = st.number_input("Depth m", min_value=0.0, max_value=10000.0)
         
         submitted = st.form_submit_button("Predict BHP")