#!/usr/bin/env python3 # Generate a traffic model from a traffic summary file # # Copyright (C) Catalyst IT Ltd. 2017 # # This program is free software; you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation; either version 3 of the License, or # (at your option) any later version. # # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # You should have received a copy of the GNU General Public License # along with this program. If not, see . # from __future__ import print_function import sys import argparse sys.path.insert(0, "bin/python") from samba.emulate import traffic from samba.logger import get_samba_logger logger = get_samba_logger(name=__name__, level=20) error = logger.error info = logger.info def main(): parser = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter) parser.add_argument('-o', '--out', help="write model here") parser.add_argument('--dns-mode', choices=['inline', 'count'], help='how to deal with DNS', default='count') parser.add_argument('SUMMARY_FILE', nargs='*', type=argparse.FileType('r'), default=[sys.stdin], help="read from this file (default STDIN)") args = parser.parse_args() if args.out is None: error("No output file was specified to write the model to.") error("Please specify a filename using the --out option.") return 1 try: outfile = open(args.out, 'w') except IOError as e: error("could not open %s" % args.out) error(e) return 1 if args.SUMMARY_FILE is sys.stdin: info("reading from STDIN...") (conversations, interval, duration, dns_counts) = traffic.ingest_summaries(args.SUMMARY_FILE, dns_mode=args.dns_mode) model = traffic.TrafficModel() info("learning model") if args.dns_mode == 'count': model.learn(conversations, dns_counts) else: model.learn(conversations) model.save(args.out) sys.exit(main())