code: Parsing Copenhagen data
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code/parse_copenhagen.py
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94
code/parse_copenhagen.py
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#!/usr/bin/env python3
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import sys
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sys.path.insert(1, 'lib')
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import argparse
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import csv
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from datetime import datetime
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from geopy.distance import distance
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import io
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import lmdk_lib
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import numpy as np
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import os
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import matplotlib.pyplot as plt
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import time
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import zipfile
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# https://cloud.delkappa.com/s/ACMsDr2jnW3b6Np
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# Copenhagen data format
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# Header size
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hdr = 1
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# Timestamp
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tim = 0
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# User ID A
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uid_a = 1
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# User ID B
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uid_b = 2
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# Received Signal Strength Indicator (RSSI)
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rssi = 3
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def main(args):
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# All the contacts [tim, uid_a, uid_b].
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cont = []
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try:
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print('Extracting %s... ' %(os.path.abspath(args.arc)), end='', flush=True)
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with zipfile.ZipFile(args.arc, 'r') as arc:
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print('[OK]')
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with io.TextIOWrapper(arc.open(args.cont), newline='\n') as dat:
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try:
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print('Finding contacts... ', end='', flush=True)
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# Get the contacts by skipping the header
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cont_l = list(csv.reader(dat, delimiter=','))[hdr:]
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# Check each contact
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for c in cont_l:
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if c[uid_b] != '-1' and c[rssi] != '0' and c[uid_b] != '-2' and c[uid_a] != c[uid_b]:
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# Add valid contact
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cont.append([c[tim], c[uid_a], c[uid_b]])
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print('[OK]')
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except Exception as e:
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print('[Error: %s]' %(e))
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except Exception as e:
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print('[Error: %s]' %(e))
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# Save to results
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lmdk_lib.save_data(args, np.array(cont), 'cont')
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'''
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Parse arguments.
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Optional:
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arc - The data archive file.
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cont - The contacts data file.
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res - The results archive file.
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'''
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def parse_args():
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# Create argument parser.
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parser = argparse.ArgumentParser()
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# Mandatory arguments.
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# Optional arguments.
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parser.add_argument('-a', '--arc', help='The data archive file.', type=str, default='/home/manos/Cloud/Data/Copenhagen/Data.zip')
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parser.add_argument('-c', '--cont', help='The contacts data file.', type=str, default='bt_symmetric.csv')
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parser.add_argument('-r', '--res', help='The results archive file.', type=str, default='/home/manos/Cloud/Data/Copenhagen/Results.zip')
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# Parse arguments.
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args = parser.parse_args()
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return args
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if __name__ == '__main__':
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try:
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start_time = time.time()
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main(parse_args())
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end_time = time.time()
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print('##############################')
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print('Time : %.4fs' % (end_time - start_time))
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print('##############################')
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except KeyboardInterrupt:
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print('Interrupted by user.')
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exit()
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