Update utils.py

utils.py

@@ -9,35 +9,40 @@ def create_new_features(df):
     return df
 
 def normalize(df):
-    min_dict = {'bedrooms': 0,
-     'bathrooms': 0,
-     'sqft_living': 370,
-     'sqft_lot': 638,
-     'floors': 1,
-     'waterfront': 0,
-     'view': 0,
-     'condition': 1,
-     'sqft_above': 370,
-     'sqft_basement': 0,
-     'yr_built': 1900,
-     'yr_renovated': 0,
-     'house_age': 0,
-     'years_since_renovation': 0}
+    # min_dict = {'bedrooms': 0,
+    #  'bathrooms': 0,
+    #  'sqft_living': 370,
+    #  'sqft_lot': 638,
+    #  'floors': 1,
+    #  'waterfront': 0,
+    #  'view': 0,
+    #  'condition': 1,
+    #  'sqft_above': 370,
+    #  'sqft_basement': 0,
+    #  'yr_built': 1900,
+    #  'yr_renovated': 0,
+    #  'house_age': 0,
+    #  'years_since_renovation': 0}
+    # max_dict = {'bedrooms': 9,
+    #  'bathrooms': 8,
+    #  'sqft_living': 13540,
+    #  'sqft_lot': 1074218,
+    #  'floors': 3,
+    #  'waterfront': 1,
+    #  'view': 4,
+    #  'condition': 5,
+    #  'sqft_above': 9410,
+    #  'sqft_basement': 4820,
+    #  'yr_built': 2014,
+    #  'yr_renovated': 2014,
+    #  'house_age': 114,
+    #  'years_since_renovation': 2014}
 
-    max_dict = {'bedrooms': 9,
-     'bathrooms': 8,
-     'sqft_living': 13540,
-     'sqft_lot': 1074218,
-     'floors': 3,
-     'waterfront': 1,
-     'view': 4,
-     'condition': 5,
-     'sqft_above': 9410,
-     'sqft_basement': 4820,
-     'yr_built': 2014,
-     'yr_renovated': 2014,
-     'house_age': 114,
-     'years_since_renovation': 2014}
+    with open("./min_dict.json", "r") as f:
+        min_dict = json.load(f)
+
+    with open("./max_dict.json", "r") as f:
+        max_dict = json.load(f)
     
     numerical_features = ['bedrooms', 'bathrooms', 'sqft_living', 'sqft_lot', 'floors', 'waterfront',
                           'view', 'condition', 'sqft_above', 'sqft_basement',