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path: root/prog/icmpft/fft.py
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#!/usr/bin/python3
from sys import stdin
from struct import unpack
profile = stdin.buffer.read()
hosts = {}
for resp in [profile[i:i+32] for i in range(0, len(profile), 32)]:
	ssec, snsec, rsec, rusec = unpack("!LLLL", resp[0:16])
	ipaddr = resp[16:32]
	if ipaddr not in hosts:
		hosts[ipaddr] = {}
	stime = ssec*1000000000+snsec
	rtime = rsec*1000000000+rusec
	hosts[ipaddr][stime] = rtime-stime
from numpy.fft import rfft
import numpy as np
import matplotlib
matplotlib.use("GTK3Cairo")
from matplotlib import pyplot as plt
for host in hosts:
	N = 10
	fft = np.absolute(rfft(list(hosts[host].values())))
	fft = np.convolve(fft, np.ones(N)/N, mode='valid')
	plt.plot(list(range(len(fft))), fft)
	plt.show()