if __name__=='__main__':
routers = loadRouters() # load from the file
stats = NetStatistics(methods=('stdev','median','made'), advanced=1) # init Statistics with multiple outlier detection methods
nrouters = len(routers)
pool = Pool(processes = nrouters)
for i in range(num_samples):
nexttime = time.time()+pollinterval
sample = pool.map(poll, range(nrouters)) # running polling in multiple threads
try:
stats.addSample(sample) # put the polling results into the Network Statistics object
except Exception:
printerrmsg("Router(s) didn't respond")
continue
netstate, stdevthreshold, alarm = stats.getNetState() # get the current network state from the Statistics object
packetsize, medianthreshold, madethreshold = stats.getAdvParams() # get the additional network state parameters
if stats.netstate != "start":
if stdevthreshold:
msg = "%7d\t\t%4d\t\t| %7d %7d %7d | %s" % (netstate, packetsize, stdevthreshold, medianthreshold, madethreshold, alarm)
if alarm=='ALARM':
msg+="\t%3d\t%s" % stats.getAlarmParams() # if there is an alarm -> get the probability and the attack type
printmsg(msg)
else:
printerrmsg("%7d\t\t%4d\t\t|" % (netstate, packetsize))
else:
printerrmsg("start polling\n-----------------------------\ntime\t\tnetwork load, packetsize\t|\tthresholds")
try:
time.sleep(nexttime-time.time())
except Exception:
pass
try:
return routers[routerid].pollLinksLoad()
except Exception:
return None
if __name__=='__main__':
routers = loadRouters() # load from the file
stats = NetStatistics()
nrouters = len(routers)
pool = Pool(processes = nrouters)
for i in range(num_samples):
nexttime = time.time()+pollinterval
sample = pool.map(poll, range(nrouters)) # running polling in multiple threads
try:
stats.addSample(sample) # putting the polling results to the Network Statistics object
except Exception:
printerrmsg("Router(s) didn't respond")
continue
netstate, threshold, alarm = stats.getNetState() # get the current network state from the Statistics object
if stats.netstate != "start":
if threshold:
printmsg("%7d\t\t| %7d | %s" % (netstate, threshold, alarm))
else:
printerrmsg("%7d\t\t|" % netstate)
else:
printerrmsg("start polling\n-----------------------------\ntime\t\tnetwork load\t| threshold")
try:
time.sleep(nexttime-time.time())
except Exception:
pass