import json
import requests
from misc import nearest_mrt
import time
import pickle
import os
import pandas as pd


filename = 'finalized_model.sav'

if os.path.exists("./finalized_model.sav"):
    model = pickle.load(open(filename, 'rb'))
    print('loaded model')
else:
    print('failed loading model')

#extract feature names#
feature_names = model.feature_names



site_names = feature_names[5:31]
town = []
for town1 in site_names:
    town1 = town1[5:]
    town.append(town1)

print(town)

print(len(town))
print(len(feature_names))