def capture(topology, wavelengths, iterations, arrivals, departures, reference):
# Use a fixed seed if you want to see the real difference
sim = Simulator(topology, wavelengths, iterations, arrivals, departures, reference, None)
# snapshot = sim.simple_run(3000)
# samples = random.sample(snapshot, min(3000, len(snapshot)))
samples = sim.simple_run(3000)
if len(samples) > 10:
statistics = stats(map(lambda x: float(x[0]) / float(x[1]), samples))
average, confidence = statistics[0], statistics[-1]
print statistics
print "Collected:", average, confidence
return average, confidence
else:
return 0, 0
for distance in methods[method]:
distances = methods[method][distance]
normalizer = max([norm[k][distance] for k in norm])
print "Method", idx, "at Hop", distance, "has", len(distances), "samples"
methods[method][distance] = sum(distances) / float(normalizer)
points = methods[method].items()
points.sort()
x = map(lambda x: x[0], points)
y = map(lambda x: x[1], points)
stats(y)
print points
print "Plotting", idx, fmts[idx]
print x, y
plot(x, y, fmts[idx])
# bar(x, y, 0.15, color=fmts[idx])
rc("text", usetex=True)
rc("font", family="serif")
xlabel(r"\textit{Number of hops}")
ylabel(r"\textit{Average interference level}")
