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#!/usr/bin/env python3
import json
import numpy as np
import os
from scipy.cluster.vq import kmeans2
import struct
import sys
import tarfile
from dfatool import Analysis, RawData
if __name__ == '__main__':
filename = sys.argv[1]
raw_data = RawData(filename)
preprocessed_data = raw_data.get_preprocessed_data()
print(preprocessed_data)
foo = Analysis(preprocessed_data)
res = foo.analyze()
print(res)
for key in res.keys():
print(key)
for subkey in res[key].keys():
if subkey != 'isa' and len(res[key][subkey]) > 0:
print(' {:s}: {:f}'.format(subkey, np.mean(res[key][subkey])))
sys.exit(0)
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