Delete util.py

util.py

@@ -1,48 +0,0 @@
-
-
-
-import json
-import pickle
-import numpy as np
-
-__locations = None
-__data_columns = None
-__model = None
-
-def get_estimated_price(location, sqft, bhk, bath):
-    try:
-        loc_index = __data_columns.index(location.lower())
-    except ValueError:
-        loc_index = -1
-
-    x = np.zeros(len(__data_columns))
-    x[0] = sqft
-    x[1] = bath
-    x[2] = bhk
-    if loc_index >= 0:
-        x[loc_index] = 1
-
-    return round(__model.predict([x])[0], 2)
-
-def get_location_names():
-    return __locations
-
-def load_saved_artifacts():
-    print("loading saved artifacts...start")
-    global __data_columns
-    global __locations
-    global __model
-
-    with open("./artifacts/columns.json", 'r') as f:
-        __data_columns = json.load(f)['data_columns']
-        __locations = __data_columns[2:]
-
-    with open("./artifacts/banglore_home_prices_model.pickle", 'rb') as f:
-        __model = pickle.load(f) 
-
-    print("loading saved artifacts...done")
-
-if __name__ == '__main__':
-    load_saved_artifacts()
-    print(get_location_names())
-    print(get_estimated_price('1st Phase JP Nagar', 1000, 3, 3))