tlsbench/plots.py

import os, sys

# Nice labels for algorithms of all kinds
ALG_LABEL = {
	"AES_128_GCM_SHA256": "AES128",
	"AES_256_GCM_SHA384": "AES256",
	"CHACHA20_POLY1305_SHA256": "CHACHA20",
	"ECDHE_ECDSA_WITH_AES_128_GCM_SHA256,ECDHE_RSA_WITH_AES_128_GCM_SHA256": "AES128",
	"ECDHE_ECDSA_WITH_AES_256_GCM_SHA384,ECDHE_RSA_WITH_AES_256_GCM_SHA384": "AES256",
	"ECDHE_ECDSA_WITH_CHACHA20_POLY1305_SHA256,ECDHE_RSA_WITH_CHACHA20_POLY1305_SHA256": "CHACHA20",
	"prime256v1": "prime256v1",
	"rsa2048": "rsa2048",
	"rsa3072": "rsa3072",
	"rsa4096": "rsa4096",
	"X25519": "X25519",
	"SECP256R1": "SECP256R1",
	"SECP384R1": "SECP384R1"
}

# Nice labels for TLS versions using ciphers
VER_LABEL = {
	"AES_128_GCM_SHA256": "1.3",
	"AES_256_GCM_SHA384": "1.3",
	"CHACHA20_POLY1305_SHA256": "1.3",
	"ECDHE_ECDSA_WITH_AES_128_GCM_SHA256,ECDHE_RSA_WITH_AES_128_GCM_SHA256": "1.2",
	"ECDHE_ECDSA_WITH_AES_256_GCM_SHA384,ECDHE_RSA_WITH_AES_256_GCM_SHA384": "1.2",
	"ECDHE_ECDSA_WITH_CHACHA20_POLY1305_SHA256,ECDHE_RSA_WITH_CHACHA20_POLY1305_SHA256": "1.2"
}

# Titles for measured quantities
OBJ_TITLE = {
	"cpu": "CPU time",
	"energy": "energy consumption"
}
# Logfile column names
COL = {
	"cpu": "cpu",
	"energy": "Wh",
	"cipher": "cipher",
	"cert": "alg",
	"kex": "kex"
}
# Physical units by object
UNIT = {
	"cpu": "s",
	"energy": "W"
}
# Titles for criteria
CRITERION_TITLE = {
	"cipher": "cipher",
	"cert": "signature algorithm",
	"kex": "key exchange"
}

# Where gnuplot files, data files and images are output
PLOTS_DIR = "/dev/shm/plots"

def gnuplot_histogram(**kwargs):
	cluster = ""
	for i in range(kwargs["nb_impls"]-1):
		cluster += """, "" using {}:xticlabels(1) title col""".format(i+4)
	f = open("{plots_dir}/{object}_by_{criterion}_{side}.gnuplot".format(plots_dir=PLOTS_DIR, **kwargs), "w")
	f.write("""\
set terminal pngcairo enhanced font "CMU Sans Serif,11" fontscale 1.0 size 800, 600
set output "{plots_dir}/{object}_by_{criterion}_{side}.png"
set boxwidth 0.9 absolute
set style fill solid 1.0 border lt -1
set style histogram clustered gap 1 title textcolor lt -1
set style data histograms
set title font "CMU Sans Serif,12" "{object_title} by {criterion_title} ({side} side) ({unit})"
set xtics border in scale 0,0 nomirror rotate by -45 autojustify
set key fixed right top vertical Right noreverse noenhanced autotitle nobox
set colorbox vertical origin screen 0.9, 0.2 size screen 0.05, 0.6 front noinvert bdefault
set xrange [ * : * ] noreverse writeback
plot \
	newhistogram "", "{plots_dir}/{object}_by_{criterion}_{side}.dat" using 2:xticlabels(1) notitle col, \
	newhistogram "", "{plots_dir}/{object}_by_{criterion}_{side}.dat" using 3:xticlabels(1) title col{cluster}
""".format(plots_dir=PLOTS_DIR, cluster=cluster, **kwargs))
	f.close()
	os.system("gnuplot {plots_dir}/{object}_by_{criterion}_{side}.gnuplot".format(plots_dir=PLOTS_DIR, **kwargs))

def make_plot(records, exp, criterion, side, obj):
	f = open(f"/dev/shm/plots/{obj}_by_{criterion}_{side}.dat", "w")
	ciphers = {}
	impls = []
	plain_line = None
	idle_val = None
	
	for record in records:
		if record["exp"] == "idle":
			idle_val = float(record[COL[obj]]) / float(record["time"])
		if record["exp"] != exp:
			continue
		if record["setup"] == "none":
			plain_line = "plain {}".format(float(record[COL[obj]]) - idle_val * float(record["time"]))
	
	if plain_line == None:
		return
	
	for record in records:
		if record["exp"] != exp:
			continue
		elif record["setup"] == side:
			if record[COL[criterion]] not in ciphers:
				ciphers[record[COL[criterion]]] = {}
			ciphers[record[COL[criterion]]][record["impl"]] = float(record[COL[obj]]) - idle_val * float(record["time"])
			if record["impl"] not in impls:
				impls.append(record["impl"])
	impls.sort()
	f.write("{} none {}\n".format(criterion, " ".join(impls)))
	f.write(plain_line+" -"*len(impls)+"\n")
	for cipher in ciphers:
		f.write("{}({}) - {}\n".format(
			ALG_LABEL[cipher],
			VER_LABEL[record["cipher"]],
			" ".join([
				str(ciphers[cipher][impl])
				for impl in impls
			]),
		))
	f.close()
	gnuplot_histogram(object=obj, criterion=criterion, side=side, object_title=OBJ_TITLE[obj], criterion_title=CRITERION_TITLE[criterion], unit=UNIT[obj], nb_impls=len(impls))

if __name__ == "__main__":
	logfile_name = sys.argv[1]
	logfile = open(logfile_name, "r")
	lines = logfile.readlines()
	logfile.close()

	colnames = lines[0].removesuffix("\n").split(" ")

	records = []
	for line in lines[1:]:
		cols = line.removesuffix("\n").split(" ")
		record = {}
		for col in range(len(cols)):
			record[colnames[col]] = cols[col]
		records.append(record)
	
	os.makedirs("/dev/shm/plots", exist_ok=True)

	for side in ["client", "server"]:
		make_plot(records, "impl-cipher-ver", "cipher", side, "cpu")
		make_plot(records, "impl-cipher-ver", "cipher", side, "energy")
		make_plot(records, "impl-cert-ver", "cert", side, "cpu")
		make_plot(records, "impl-cert-ver", "cert", side, "energy")
		make_plot(records, "impl-kex-ver", "kex", side, "cpu")
		make_plot(records, "impl-kex-ver", "kex", side, "energy")