Update app.py

app.py

@@ -56,39 +56,35 @@ sqft_above = st.slider('Square Feet (Above)', min_value=min_dict['sqft_above'],
 sqft_basement = st.slider('Square Feet (Basement)', min_value=min_dict['sqft_basement'], max_value=max_dict['sqft_basement'], value=min_dict['sqft_basement'])
 yr_built = st.slider('Year Built', min_value=min_dict['yr_built'], max_value=max_dict['yr_built'], value=min_dict['yr_built'])
 yr_renovated = st.slider('Year Renovated', min_value=min_dict['yr_renovated'], max_value=max_dict['yr_renovated'], value=min_dict['yr_renovated'])
-house_age = st.slider('House Age', min_value=min_dict['house_age'], max_value=max_dict['house_age'], value=min_dict['house_age'])
-years_since_renovation = st.slider('Years Since Renovation', min_value=min_dict['years_since_renovation'], max_value=max_dict['years_since_renovation'], value=min_dict['years_since_renovation'])
 
-# Display the selected values (optional)
-st.write(f"Selected Bedrooms: {bedrooms}")
-st.write(f"Selected Bathrooms: {bathrooms}")
-st.write(f"Selected Sqft Living: {sqft_living}")
-st.write(f"Selected Sqft Lot: {sqft_lot}")
-st.write(f"Selected Floors: {floors}")
-st.write(f"Selected Waterfront: {waterfront}")
-st.write(f"Selected View: {view}")
-st.write(f"Selected Condition: {condition}")
-st.write(f"Selected Sqft Above: {sqft_above}")
-st.write(f"Selected Sqft Basement: {sqft_basement}")
-st.write(f"Selected Year Built: {yr_built}")
-st.write(f"Selected Year Renovated: {yr_renovated}")
-st.write(f"Selected House Age: {house_age}")
-st.write(f"Selected Years Since Renovation: {years_since_renovation}")
-
-if new_pred:
+if (bedrooms != min_dict['bedrooms'] or
+    bathrooms != min_dict['bathrooms'] or
+    sqft_living != min_dict['sqft_living'] or
+    sqft_lot != min_dict['sqft_lot'] or
+    floors != min_dict['floors'] or
+    waterfront != min_dict['waterfront'] or
+    view != min_dict['view'] or
+    condition != min_dict['condition'] or
+    sqft_above != min_dict['sqft_above'] or
+    sqft_basement != min_dict['sqft_basement'] or
+    yr_built != min_dict['yr_built'] or
+    yr_renovated != min_dict['yr_renovated'] or
+    house_age != min_dict['house_age'] or
+    years_since_renovation != min_dict['years_since_renovation']):
+    
     new_pred = init_new_pred()
-    new_pred['bedrooms'] = 5
-    new_pred['bathrooms'] = 3
-    new_pred['sqft_living'] = 10000
-    new_pred['sqft_lot'] = 1000
-    new_pred['floors'] = 2
-    new_pred['waterfront'] = 1
-    new_pred['view'] = 3
-    new_pred['condition'] = 5
-    new_pred['sqft_above'] = 500
-    new_pred['sqft_basement'] = 500
-    new_pred['yr_built'] = 2012
-    new_pred['yr_renovated'] = 2013
+    new_pred['bedrooms'] = bedrooms
+    new_pred['bathrooms'] = bathrooms
+    new_pred['sqft_living'] = sqft_living
+    new_pred['sqft_lot'] = sqft_lot
+    new_pred['floors'] = floors
+    new_pred['waterfront'] = waterfront
+    new_pred['view'] = view
+    new_pred['condition'] = condition
+    new_pred['sqft_above'] = sqft_above
+    new_pred['sqft_basement'] = sqft_basement
+    new_pred['yr_built'] = yr_built
+    new_pred['yr_renovated'] = yr_renovated
     new_pred['city_Bellevue'] = 1
     new_pred = pd.DataFrame([new_pred])