| 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)) |