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638 lines
23 KiB
638 lines
23 KiB
#!/usr/bin/env python
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# Copyright 2016 the V8 project authors. All rights reserved.
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# Use of this source code is governed by a BSD-style license that can be
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# found in the LICENSE file.
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'''
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Usage: callstats.py [-h] <command> ...
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Optional arguments:
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-h, --help show this help message and exit
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Commands:
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run run chrome with --runtime-call-stats and generate logs
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stats process logs and print statistics
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json process logs from several versions and generate JSON
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help help information
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For each command, you can try ./runtime-call-stats.py help command.
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'''
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import argparse
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import json
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import os
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import re
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import shutil
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import subprocess
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import sys
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import tempfile
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import operator
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import numpy
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import scipy
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import scipy.stats
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from math import sqrt
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# Run benchmarks.
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def print_command(cmd_args):
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def fix_for_printing(arg):
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m = re.match(r'^--([^=]+)=(.*)$', arg)
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if m and (' ' in m.group(2) or m.group(2).startswith('-')):
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arg = "--{}='{}'".format(m.group(1), m.group(2))
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elif ' ' in arg:
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arg = "'{}'".format(arg)
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return arg
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print " ".join(map(fix_for_printing, cmd_args))
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def start_replay_server(args, sites):
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with tempfile.NamedTemporaryFile(prefix='callstats-inject-', suffix='.js',
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mode='wt', delete=False) as f:
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injection = f.name
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generate_injection(f, sites, args.refresh)
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http_port = 4080 + args.port_offset
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https_port = 4443 + args.port_offset
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cmd_args = [
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args.replay_bin,
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"--port=%s" % http_port,
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"--ssl_port=%s" % https_port,
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"--no-dns_forwarding",
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"--use_closest_match",
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"--no-diff_unknown_requests",
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"--inject_scripts=deterministic.js,{}".format(injection),
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args.replay_wpr,
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]
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print "=" * 80
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print_command(cmd_args)
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with open(os.devnull, 'w') as null:
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server = subprocess.Popen(cmd_args, stdout=null, stderr=null)
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print "RUNNING REPLAY SERVER: %s with PID=%s" % (args.replay_bin, server.pid)
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print "=" * 80
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return {'process': server, 'injection': injection}
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def stop_replay_server(server):
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print("SHUTTING DOWN REPLAY SERVER %s" % server['process'].pid)
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server['process'].terminate()
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os.remove(server['injection'])
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def generate_injection(f, sites, refreshes=0):
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print >> f, """\
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(function() {
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var s = window.sessionStorage.getItem("refreshCounter");
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var refreshTotal = """, refreshes, """;
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var refreshCounter = s ? parseInt(s) : refreshTotal;
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var refreshId = refreshTotal - refreshCounter;
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if (refreshCounter > 0) {
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window.sessionStorage.setItem("refreshCounter", refreshCounter-1);
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}
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function match(url, item) {
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if ('regexp' in item) { return url.match(item.regexp) !== null };
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var url_wanted = item.url;
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/* Allow automatic redirections from http to https. */
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if (url_wanted.startsWith("http://") && url.startsWith("https://")) {
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url_wanted = "https://" + url_wanted.substr(7);
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}
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return url.startsWith(url_wanted);
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};
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function onLoad(url) {
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for (var item of sites) {
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if (!match(url, item)) continue;
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var timeout = 'timeline' in item ? 2000 * item.timeline
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: 'timeout' in item ? 1000 * (item.timeout - 3)
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: 10000;
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console.log("Setting time out of " + timeout + " for: " + url);
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window.setTimeout(function() {
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console.log("Time is out for: " + url);
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var msg = "STATS: (" + refreshId + ") " + url;
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%GetAndResetRuntimeCallStats(1, msg);
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if (refreshCounter > 0) {
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console.log(
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"Refresh counter is " + refreshCounter + ", refreshing: " + url);
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window.location.reload();
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}
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}, timeout);
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return;
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}
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console.log("Ignoring: " + url);
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};
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var sites =
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""", json.dumps(sites), """;
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onLoad(window.location.href);
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})();"""
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def run_site(site, domain, args, timeout=None):
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print "="*80
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print "RUNNING DOMAIN %s" % domain
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print "="*80
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result_template = "{domain}#{count}.txt" if args.repeat else "{domain}.txt"
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count = 0
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if timeout is None: timeout = args.timeout
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if args.replay_wpr:
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timeout *= 1 + args.refresh
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timeout += 1
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retries_since_good_run = 0
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while count == 0 or args.repeat is not None and count < args.repeat:
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count += 1
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result = result_template.format(domain=domain, count=count)
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retries = 0
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while args.retries is None or retries < args.retries:
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retries += 1
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try:
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if args.user_data_dir:
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user_data_dir = args.user_data_dir
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else:
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user_data_dir = tempfile.mkdtemp(prefix="chr_")
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js_flags = "--runtime-call-stats"
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if args.replay_wpr: js_flags += " --allow-natives-syntax"
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if args.js_flags: js_flags += " " + args.js_flags
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chrome_flags = [
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"--no-default-browser-check",
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"--no-sandbox",
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"--disable-translate",
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"--js-flags={}".format(js_flags),
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"--no-first-run",
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"--user-data-dir={}".format(user_data_dir),
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]
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if args.replay_wpr:
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http_port = 4080 + args.port_offset
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https_port = 4443 + args.port_offset
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chrome_flags += [
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"--host-resolver-rules=MAP *:80 localhost:%s, " \
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"MAP *:443 localhost:%s, " \
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"EXCLUDE localhost" % (
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http_port, https_port),
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"--ignore-certificate-errors",
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"--disable-seccomp-sandbox",
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"--disable-web-security",
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"--reduce-security-for-testing",
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"--allow-insecure-localhost",
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]
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else:
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chrome_flags += [
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"--single-process",
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]
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if args.chrome_flags:
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chrome_flags += args.chrome_flags.split()
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cmd_args = [
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"timeout", str(timeout),
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args.with_chrome
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] + chrome_flags + [ site ]
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print "- " * 40
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print_command(cmd_args)
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print "- " * 40
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with open(result, "wt") as f:
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with open(args.log_stderr or os.devnull, 'at') as err:
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status = subprocess.call(cmd_args, stdout=f, stderr=err)
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# 124 means timeout killed chrome, 0 means the user was bored first!
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# If none of these two happened, then chrome apparently crashed, so
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# it must be called again.
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if status != 124 and status != 0:
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print("CHROME CRASHED, REPEATING RUN");
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continue
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# If the stats file is empty, chrome must be called again.
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if os.path.isfile(result) and os.path.getsize(result) > 0:
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if args.print_url:
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with open(result, "at") as f:
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print >> f
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print >> f, "URL: {}".format(site)
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retries_since_good_run = 0
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break
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if retries_since_good_run < 6:
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timeout += 2 ** retries_since_good_run
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retries_since_good_run += 1
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print("EMPTY RESULT, REPEATING RUN ({})".format(
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retries_since_good_run));
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finally:
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if not args.user_data_dir:
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shutil.rmtree(user_data_dir)
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def read_sites_file(args):
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try:
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sites = []
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try:
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with open(args.sites_file, "rt") as f:
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for item in json.load(f):
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if 'timeout' not in item:
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# This is more-or-less arbitrary.
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item['timeout'] = int(1.5 * item['timeline'] + 7)
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if item['timeout'] > args.timeout: item['timeout'] = args.timeout
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sites.append(item)
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except ValueError:
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with open(args.sites_file, "rt") as f:
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for line in f:
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line = line.strip()
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if not line or line.startswith('#'): continue
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sites.append({'url': line, 'timeout': args.timeout})
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return sites
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except IOError as e:
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args.error("Cannot read from {}. {}.".format(args.sites_file, e.strerror))
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sys.exit(1)
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def do_run(args):
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# Determine the websites to benchmark.
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if args.sites_file:
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sites = read_sites_file(args)
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else:
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sites = [{'url': site, 'timeout': args.timeout} for site in args.sites]
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# Disambiguate domains, if needed.
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L = []
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domains = {}
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for item in sites:
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site = item['url']
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domain = None
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if args.domain:
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domain = args.domain
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elif 'domain' in item:
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domain = item['domain']
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else:
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m = re.match(r'^(https?://)?([^/]+)(/.*)?$', site)
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if not m:
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args.error("Invalid URL {}.".format(site))
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continue
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domain = m.group(2)
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entry = [site, domain, None, item['timeout']]
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if domain not in domains:
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domains[domain] = entry
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else:
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if not isinstance(domains[domain], int):
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domains[domain][2] = 1
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domains[domain] = 1
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domains[domain] += 1
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entry[2] = domains[domain]
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L.append(entry)
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replay_server = start_replay_server(args, sites) if args.replay_wpr else None
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try:
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# Run them.
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for site, domain, count, timeout in L:
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if count is not None: domain = "{}%{}".format(domain, count)
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print site, domain, timeout
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run_site(site, domain, args, timeout)
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finally:
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if replay_server:
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stop_replay_server(replay_server)
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# Calculate statistics.
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def statistics(data):
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N = len(data)
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average = numpy.average(data)
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median = numpy.median(data)
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low = numpy.min(data)
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high= numpy.max(data)
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if N > 1:
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# evaluate sample variance by setting delta degrees of freedom (ddof) to
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# 1. The degree used in calculations is N - ddof
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stddev = numpy.std(data, ddof=1)
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# Get the endpoints of the range that contains 95% of the distribution
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t_bounds = scipy.stats.t.interval(0.95, N-1)
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#assert abs(t_bounds[0] + t_bounds[1]) < 1e-6
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# sum mean to the confidence interval
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ci = {
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'abs': t_bounds[1] * stddev / sqrt(N),
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'low': average + t_bounds[0] * stddev / sqrt(N),
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'high': average + t_bounds[1] * stddev / sqrt(N)
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}
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else:
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stddev = 0
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ci = { 'abs': 0, 'low': average, 'high': average }
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if abs(stddev) > 0.0001 and abs(average) > 0.0001:
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ci['perc'] = t_bounds[1] * stddev / sqrt(N) / average * 100
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else:
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ci['perc'] = 0
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return { 'samples': N, 'average': average, 'median': median,
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'stddev': stddev, 'min': low, 'max': high, 'ci': ci }
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def read_stats(path, domain, args):
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groups = [];
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if args.aggregate:
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groups = [
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('Group-IC', re.compile(".*IC.*")),
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('Group-Optimize',
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re.compile("StackGuard|.*Optimize.*|.*Deoptimize.*|Recompile.*")),
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('Group-Compile', re.compile(".*Compile.*")),
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('Group-Parse', re.compile(".*Parse.*")),
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('Group-Callback', re.compile(".*Callback.*")),
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('Group-API', re.compile(".*API.*")),
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('Group-GC', re.compile("GC|AllocateInTargetSpace")),
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('Group-JavaScript', re.compile("JS_Execution")),
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('Group-Runtime', re.compile(".*"))]
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with open(path, "rt") as f:
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# Process the whole file and sum repeating entries.
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entries = { 'Sum': {'time': 0, 'count': 0} }
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for group_name, regexp in groups:
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entries[group_name] = { 'time': 0, 'count': 0 }
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for line in f:
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line = line.strip()
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# Discard headers and footers.
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if not line: continue
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if line.startswith("Runtime Function"): continue
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if line.startswith("===="): continue
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if line.startswith("----"): continue
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if line.startswith("URL:"): continue
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if line.startswith("STATS:"): continue
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# We have a regular line.
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fields = line.split()
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key = fields[0]
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time = float(fields[1].replace("ms", ""))
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count = int(fields[3])
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if key not in entries: entries[key] = { 'time': 0, 'count': 0 }
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entries[key]['time'] += time
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entries[key]['count'] += count
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# We calculate the sum, if it's not the "total" line.
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if key != "Total":
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entries['Sum']['time'] += time
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entries['Sum']['count'] += count
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for group_name, regexp in groups:
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if not regexp.match(key): continue
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entries[group_name]['time'] += time
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entries[group_name]['count'] += count
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break
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# Append the sums as single entries to domain.
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for key in entries :
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if key not in domain: domain[key] = { 'time_list': [], 'count_list': [] }
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domain[key]['time_list'].append(entries[key]['time'])
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domain[key]['count_list'].append(entries[key]['count'])
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def print_stats(S, args):
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# Sort by ascending/descending time average, then by ascending/descending
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# count average, then by ascending name.
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def sort_asc_func(item):
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return (item[1]['time_stat']['average'],
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item[1]['count_stat']['average'],
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item[0])
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def sort_desc_func(item):
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return (-item[1]['time_stat']['average'],
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-item[1]['count_stat']['average'],
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item[0])
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# Sorting order is in the commend-line arguments.
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sort_func = sort_asc_func if args.sort == "asc" else sort_desc_func
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# Possibly limit how many elements to print.
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L = [item for item in sorted(S.items(), key=sort_func)
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if item[0] not in ["Total", "Sum"]]
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N = len(L)
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if args.limit == 0:
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low, high = 0, N
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elif args.sort == "desc":
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low, high = 0, args.limit
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else:
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low, high = N-args.limit, N
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# How to print entries.
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def print_entry(key, value):
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def stats(s, units=""):
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conf = "{:0.1f}({:0.2f}%)".format(s['ci']['abs'], s['ci']['perc'])
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return "{:8.1f}{} +/- {:15s}".format(s['average'], units, conf)
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print "{:>50s} {} {}".format(
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key,
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stats(value['time_stat'], units="ms"),
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stats(value['count_stat'])
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)
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# Print and calculate partial sums, if necessary.
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for i in range(low, high):
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print_entry(*L[i])
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if args.totals and args.limit != 0 and not args.aggregate:
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if i == low:
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partial = { 'time_list': [0] * len(L[i][1]['time_list']),
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'count_list': [0] * len(L[i][1]['count_list']) }
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assert len(partial['time_list']) == len(L[i][1]['time_list'])
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assert len(partial['count_list']) == len(L[i][1]['count_list'])
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for j, v in enumerate(L[i][1]['time_list']):
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partial['time_list'][j] += v
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for j, v in enumerate(L[i][1]['count_list']):
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partial['count_list'][j] += v
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# Print totals, if necessary.
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if args.totals:
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print '-' * 80
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if args.limit != 0 and not args.aggregate:
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partial['time_stat'] = statistics(partial['time_list'])
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partial['count_stat'] = statistics(partial['count_list'])
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print_entry("Partial", partial)
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print_entry("Sum", S["Sum"])
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print_entry("Total", S["Total"])
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def do_stats(args):
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domains = {}
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for path in args.logfiles:
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filename = os.path.basename(path)
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m = re.match(r'^([^#]+)(#.*)?$', filename)
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domain = m.group(1)
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if domain not in domains: domains[domain] = {}
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read_stats(path, domains[domain], args)
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if args.aggregate:
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create_total_page_stats(domains, args)
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for i, domain in enumerate(sorted(domains)):
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if len(domains) > 1:
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if i > 0: print
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print "{}:".format(domain)
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print '=' * 80
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domain_stats = domains[domain]
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for key in domain_stats:
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domain_stats[key]['time_stat'] = \
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statistics(domain_stats[key]['time_list'])
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domain_stats[key]['count_stat'] = \
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statistics(domain_stats[key]['count_list'])
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print_stats(domain_stats, args)
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# Create a Total page with all entries summed up.
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def create_total_page_stats(domains, args):
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total = {}
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def sum_up(parent, key, other):
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sums = parent[key]
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for i, item in enumerate(other[key]):
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if i >= len(sums):
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sums.extend([0] * (i - len(sums) + 1))
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if item is not None:
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sums[i] += item
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# Sum up all the entries/metrics from all domains
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for domain, entries in domains.items():
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for key, domain_stats in entries.items():
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if key not in total:
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total[key] = {}
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total[key]['time_list'] = list(domain_stats['time_list'])
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total[key]['count_list'] = list(domain_stats['count_list'])
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else:
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sum_up(total[key], 'time_list', domain_stats)
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sum_up(total[key], 'count_list', domain_stats)
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# Add a new "Total" page containing the summed up metrics.
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domains['Total'] = total
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# Generate JSON file.
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def do_json(args):
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versions = {}
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for path in args.logdirs:
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if os.path.isdir(path):
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for root, dirs, files in os.walk(path):
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version = os.path.basename(root)
|
|
if version not in versions: versions[version] = {}
|
|
for filename in files:
|
|
if filename.endswith(".txt"):
|
|
m = re.match(r'^([^#]+)(#.*)?\.txt$', filename)
|
|
domain = m.group(1)
|
|
if domain not in versions[version]: versions[version][domain] = {}
|
|
read_stats(os.path.join(root, filename),
|
|
versions[version][domain], args)
|
|
for version, domains in versions.items():
|
|
if args.aggregate:
|
|
create_total_page_stats(domains, args)
|
|
for domain, entries in domains.items():
|
|
stats = []
|
|
for name, value in entries.items():
|
|
# We don't want the calculated sum in the JSON file.
|
|
if name == "Sum": continue
|
|
entry = [name]
|
|
for x in ['time_list', 'count_list']:
|
|
s = statistics(entries[name][x])
|
|
entry.append(round(s['average'], 1))
|
|
entry.append(round(s['ci']['abs'], 1))
|
|
entry.append(round(s['ci']['perc'], 2))
|
|
stats.append(entry)
|
|
domains[domain] = stats
|
|
print json.dumps(versions, separators=(',', ':'))
|
|
|
|
|
|
# Help.
|
|
|
|
def do_help(parser, subparsers, args):
|
|
if args.help_cmd:
|
|
if args.help_cmd in subparsers:
|
|
subparsers[args.help_cmd].print_help()
|
|
else:
|
|
args.error("Unknown command '{}'".format(args.help_cmd))
|
|
else:
|
|
parser.print_help()
|
|
|
|
|
|
# Main program, parse command line and execute.
|
|
|
|
def coexist(*l):
|
|
given = sum(1 for x in l if x)
|
|
return given == 0 or given == len(l)
|
|
|
|
def main():
|
|
parser = argparse.ArgumentParser()
|
|
subparser_adder = parser.add_subparsers(title="commands", dest="command",
|
|
metavar="<command>")
|
|
subparsers = {}
|
|
# Command: run.
|
|
subparsers["run"] = subparser_adder.add_parser(
|
|
"run", help="run --help")
|
|
subparsers["run"].set_defaults(
|
|
func=do_run, error=subparsers["run"].error)
|
|
subparsers["run"].add_argument(
|
|
"--chrome-flags", type=str, default="",
|
|
help="specify additional chrome flags")
|
|
subparsers["run"].add_argument(
|
|
"--js-flags", type=str, default="",
|
|
help="specify additional V8 flags")
|
|
subparsers["run"].add_argument(
|
|
"--domain", type=str, default="",
|
|
help="specify the output file domain name")
|
|
subparsers["run"].add_argument(
|
|
"--no-url", dest="print_url", action="store_false", default=True,
|
|
help="do not include url in statistics file")
|
|
subparsers["run"].add_argument(
|
|
"-n", "--repeat", type=int, metavar="<num>",
|
|
help="specify iterations for each website (default: once)")
|
|
subparsers["run"].add_argument(
|
|
"-k", "--refresh", type=int, metavar="<num>", default=0,
|
|
help="specify refreshes for each iteration (default: 0)")
|
|
subparsers["run"].add_argument(
|
|
"--replay-wpr", type=str, metavar="<path>",
|
|
help="use the specified web page replay (.wpr) archive")
|
|
subparsers["run"].add_argument(
|
|
"--replay-bin", type=str, metavar="<path>",
|
|
help="specify the replay.py script typically located in " \
|
|
"$CHROMIUM/src/third_party/webpagereplay/replay.py")
|
|
subparsers["run"].add_argument(
|
|
"-r", "--retries", type=int, metavar="<num>",
|
|
help="specify retries if website is down (default: forever)")
|
|
subparsers["run"].add_argument(
|
|
"-f", "--sites-file", type=str, metavar="<path>",
|
|
help="specify file containing benchmark websites")
|
|
subparsers["run"].add_argument(
|
|
"-t", "--timeout", type=int, metavar="<seconds>", default=60,
|
|
help="specify seconds before chrome is killed")
|
|
subparsers["run"].add_argument(
|
|
"-p", "--port-offset", type=int, metavar="<offset>", default=0,
|
|
help="specify the offset for the replay server's default ports")
|
|
subparsers["run"].add_argument(
|
|
"-u", "--user-data-dir", type=str, metavar="<path>",
|
|
help="specify user data dir (default is temporary)")
|
|
subparsers["run"].add_argument(
|
|
"-c", "--with-chrome", type=str, metavar="<path>",
|
|
default="/usr/bin/google-chrome",
|
|
help="specify chrome executable to use")
|
|
subparsers["run"].add_argument(
|
|
"-l", "--log-stderr", type=str, metavar="<path>",
|
|
help="specify where chrome's stderr should go (default: /dev/null)")
|
|
subparsers["run"].add_argument(
|
|
"sites", type=str, metavar="<URL>", nargs="*",
|
|
help="specify benchmark website")
|
|
# Command: stats.
|
|
subparsers["stats"] = subparser_adder.add_parser(
|
|
"stats", help="stats --help")
|
|
subparsers["stats"].set_defaults(
|
|
func=do_stats, error=subparsers["stats"].error)
|
|
subparsers["stats"].add_argument(
|
|
"-l", "--limit", type=int, metavar="<num>", default=0,
|
|
help="limit how many items to print (default: none)")
|
|
subparsers["stats"].add_argument(
|
|
"-s", "--sort", choices=["asc", "desc"], default="asc",
|
|
help="specify sorting order (default: ascending)")
|
|
subparsers["stats"].add_argument(
|
|
"-n", "--no-total", dest="totals", action="store_false", default=True,
|
|
help="do not print totals")
|
|
subparsers["stats"].add_argument(
|
|
"logfiles", type=str, metavar="<logfile>", nargs="*",
|
|
help="specify log files to parse")
|
|
subparsers["stats"].add_argument(
|
|
"--aggregate", dest="aggregate", action="store_true", default=False,
|
|
help="Create aggregated entries. Adds Group-* entries at the toplevel. " +
|
|
"Additionally creates a Total page with all entries.")
|
|
# Command: json.
|
|
subparsers["json"] = subparser_adder.add_parser(
|
|
"json", help="json --help")
|
|
subparsers["json"].set_defaults(
|
|
func=do_json, error=subparsers["json"].error)
|
|
subparsers["json"].add_argument(
|
|
"logdirs", type=str, metavar="<logdir>", nargs="*",
|
|
help="specify directories with log files to parse")
|
|
subparsers["json"].add_argument(
|
|
"--aggregate", dest="aggregate", action="store_true", default=False,
|
|
help="Create aggregated entries. Adds Group-* entries at the toplevel. " +
|
|
"Additionally creates a Total page with all entries.")
|
|
# Command: help.
|
|
subparsers["help"] = subparser_adder.add_parser(
|
|
"help", help="help information")
|
|
subparsers["help"].set_defaults(
|
|
func=lambda args: do_help(parser, subparsers, args),
|
|
error=subparsers["help"].error)
|
|
subparsers["help"].add_argument(
|
|
"help_cmd", type=str, metavar="<command>", nargs="?",
|
|
help="command for which to display help")
|
|
# Execute the command.
|
|
args = parser.parse_args()
|
|
setattr(args, 'script_path', os.path.dirname(sys.argv[0]))
|
|
if args.command == "run" and coexist(args.sites_file, args.sites):
|
|
args.error("use either option --sites-file or site URLs")
|
|
sys.exit(1)
|
|
elif args.command == "run" and not coexist(args.replay_wpr, args.replay_bin):
|
|
args.error("options --replay-wpr and --replay-bin must be used together")
|
|
sys.exit(1)
|
|
else:
|
|
args.func(args)
|
|
|
|
if __name__ == "__main__":
|
|
sys.exit(main())
|
|
|