blob: 28f71b2b339115f3e6e79eb5cce4d55046726458 [file] [log] [blame]
#!/usr/bin/env python
# Copyright 2014 the V8 project authors. All rights reserved.
# Use of this source code is governed by a BSD-style license that can be
# found in the LICENSE file.
# for py2/py3 compatibility
from __future__ import print_function
from collections import namedtuple
import json
import os
import platform
import shutil
import subprocess
import sys
import tempfile
import unittest
import coverage
import mock
# Requires python-coverage and python-mock. Native python coverage
# version >= 3.7.1 should be installed to get the best speed.
BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
RUN_PERF = os.path.join(BASE_DIR, 'run_perf.py')
TEST_DATA = os.path.join(BASE_DIR, 'unittests', 'testdata')
TEST_WORKSPACE = os.path.join(tempfile.gettempdir(), 'test-v8-run-perf')
V8_JSON = {
'path': ['.'],
'owners': ['username@chromium.org'],
'binary': 'd7',
'timeout': 60,
'flags': ['--flag'],
'main': 'run.js',
'run_count': 1,
'results_regexp': '^%s: (.+)$',
'tests': [
{'name': 'Richards'},
{'name': 'DeltaBlue'},
]
}
V8_NESTED_SUITES_JSON = {
'path': ['.'],
'owners': ['username@chromium.org'],
'flags': ['--flag'],
'run_count': 1,
'units': 'score',
'tests': [
{'name': 'Richards',
'path': ['richards'],
'binary': 'd7',
'main': 'run.js',
'resources': ['file1.js', 'file2.js'],
'run_count': 2,
'results_regexp': '^Richards: (.+)$'},
{'name': 'Sub',
'path': ['sub'],
'tests': [
{'name': 'Leaf',
'path': ['leaf'],
'run_count_x64': 3,
'units': 'ms',
'main': 'run.js',
'results_regexp': '^Simple: (.+) ms.$'},
]
},
{'name': 'DeltaBlue',
'path': ['delta_blue'],
'main': 'run.js',
'flags': ['--flag2'],
'results_regexp': '^DeltaBlue: (.+)$'},
{'name': 'ShouldntRun',
'path': ['.'],
'archs': ['arm'],
'main': 'run.js'},
]
}
V8_GENERIC_JSON = {
'path': ['.'],
'owners': ['username@chromium.org'],
'binary': 'cc',
'flags': ['--flag'],
'generic': True,
'run_count': 1,
'units': 'ms',
}
class UnitTest(unittest.TestCase):
@classmethod
def setUpClass(cls):
sys.path.insert(0, BASE_DIR)
import run_perf
global run_perf
def testBuildDirectory(self):
base_path = os.path.join(TEST_DATA, 'builddirs', 'dir1', 'out')
expected_path = os.path.join(base_path, 'build')
self.assertEquals(
expected_path, run_perf.find_build_directory(base_path, 'x64'))
class PerfTest(unittest.TestCase):
@classmethod
def setUpClass(cls):
sys.path.insert(0, BASE_DIR)
cls._cov = coverage.coverage(
include=([os.path.join(BASE_DIR, 'run_perf.py')]))
cls._cov.start()
import run_perf
from testrunner.local import command
from testrunner.objects.output import Output, NULL_OUTPUT
global command, run_perf, Output, NULL_OUTPUT
@classmethod
def tearDownClass(cls):
cls._cov.stop()
print('')
print(cls._cov.report())
def setUp(self):
self.maxDiff = None
if os.path.exists(TEST_WORKSPACE):
shutil.rmtree(TEST_WORKSPACE)
os.makedirs(TEST_WORKSPACE)
def tearDown(self):
mock.patch.stopall()
if os.path.exists(TEST_WORKSPACE):
shutil.rmtree(TEST_WORKSPACE)
def _WriteTestInput(self, json_content):
self._test_input = os.path.join(TEST_WORKSPACE, 'test.json')
with open(self._test_input, 'w') as f:
f.write(json.dumps(json_content))
def _MockCommand(self, *args, **kwargs):
on_bots = kwargs.pop('on_bots', False)
# Fake output for each test run.
test_outputs = [Output(stdout=arg,
timed_out=kwargs.get('timed_out', False),
exit_code=kwargs.get('exit_code', 0),
duration=42)
for arg in args[1]]
def create_cmd(*args, **kwargs):
cmd = mock.MagicMock()
def execute(*args, **kwargs):
return test_outputs.pop()
cmd.execute = mock.MagicMock(side_effect=execute)
return cmd
mock.patch.object(
run_perf.command, 'PosixCommand',
mock.MagicMock(side_effect=create_cmd)).start()
build_dir = 'Release' if on_bots else 'x64.release'
out_dirs = ['out', 'out-secondary']
return_values = [
os.path.join(os.path.dirname(BASE_DIR), out, build_dir)
for out in out_dirs
]
mock.patch.object(
run_perf, 'find_build_directory',
mock.MagicMock(side_effect=return_values)).start()
# Check that d8 is called from the correct cwd for each test run.
dirs = [os.path.join(TEST_WORKSPACE, arg) for arg in args[0]]
def chdir(*args, **kwargs):
self.assertEqual(dirs.pop(), args[0])
os.chdir = mock.MagicMock(side_effect=chdir)
subprocess.check_call = mock.MagicMock()
platform.system = mock.MagicMock(return_value='Linux')
def _CallMain(self, *args):
self._test_output = os.path.join(TEST_WORKSPACE, 'results.json')
all_args=[
'--json-test-results',
self._test_output,
self._test_input,
]
all_args += args
return run_perf.Main(all_args)
def _LoadResults(self, file_name=None):
with open(file_name or self._test_output) as f:
return json.load(f)
def _VerifyResults(self, suite, units, traces, file_name=None):
self.assertListEqual(sorted([
{'units': units,
'graphs': [suite, trace['name']],
'results': trace['results'],
'stddev': trace['stddev']} for trace in traces]),
sorted(self._LoadResults(file_name)['traces']))
def _VerifyRunnableDurations(self, runs, timeout, file_name=None):
self.assertListEqual([
{
'graphs': ['test'],
'durations': [42] * runs,
'timeout': timeout,
},
], self._LoadResults(file_name)['runnables'])
def _VerifyErrors(self, errors):
self.assertListEqual(errors, self._LoadResults()['errors'])
def _VerifyMock(self, binary, *args, **kwargs):
shell = os.path.join(os.path.dirname(BASE_DIR), binary)
command.Command.assert_called_with(
cmd_prefix=[],
shell=shell,
args=list(args),
timeout=kwargs.get('timeout', 60),
handle_sigterm=True)
def _VerifyMockMultiple(self, *args, **kwargs):
self.assertEqual(len(args), len(command.Command.call_args_list))
for arg, actual in zip(args, command.Command.call_args_list):
expected = {
'cmd_prefix': [],
'shell': os.path.join(os.path.dirname(BASE_DIR), arg[0]),
'args': list(arg[1:]),
'timeout': kwargs.get('timeout', 60),
'handle_sigterm': True,
}
self.assertTupleEqual((expected, ), actual)
def testOneRun(self):
self._WriteTestInput(V8_JSON)
self._MockCommand(['.'], ['x\nRichards: 1.234\nDeltaBlue: 10657567\ny\n'])
self.assertEqual(0, self._CallMain())
self._VerifyResults('test', 'score', [
{'name': 'Richards', 'results': [1.234], 'stddev': ''},
{'name': 'DeltaBlue', 'results': [10657567.0], 'stddev': ''},
])
self._VerifyRunnableDurations(1, 60)
self._VerifyErrors([])
self._VerifyMock(
os.path.join('out', 'x64.release', 'd7'), '--flag', 'run.js')
def testOneRunWithTestFlags(self):
test_input = dict(V8_JSON)
test_input['test_flags'] = ['2', 'test_name']
self._WriteTestInput(test_input)
self._MockCommand(['.'], ['Richards: 1.234\nDeltaBlue: 10657567'])
self.assertEqual(0, self._CallMain())
self._VerifyResults('test', 'score', [
{'name': 'Richards', 'results': [1.234], 'stddev': ''},
{'name': 'DeltaBlue', 'results': [10657567.0], 'stddev': ''},
])
self._VerifyErrors([])
self._VerifyMock(os.path.join(
'out', 'x64.release', 'd7'), '--flag', 'run.js', '--', '2', 'test_name')
def testTwoRuns_Units_SuiteName(self):
test_input = dict(V8_JSON)
test_input['run_count'] = 2
test_input['name'] = 'v8'
test_input['units'] = 'ms'
self._WriteTestInput(test_input)
self._MockCommand(['.', '.'],
['Richards: 100\nDeltaBlue: 200\n',
'Richards: 50\nDeltaBlue: 300\n'])
self.assertEqual(0, self._CallMain())
self._VerifyResults('v8', 'ms', [
{'name': 'Richards', 'results': [50.0, 100.0], 'stddev': ''},
{'name': 'DeltaBlue', 'results': [300.0, 200.0], 'stddev': ''},
])
self._VerifyErrors([])
self._VerifyMock(os.path.join(
'out', 'x64.release', 'd7'), '--flag', 'run.js')
def testTwoRuns_SubRegexp(self):
test_input = dict(V8_JSON)
test_input['run_count'] = 2
del test_input['results_regexp']
test_input['tests'][0]['results_regexp'] = '^Richards: (.+)$'
test_input['tests'][1]['results_regexp'] = '^DeltaBlue: (.+)$'
self._WriteTestInput(test_input)
self._MockCommand(['.', '.'],
['Richards: 100\nDeltaBlue: 200\n',
'Richards: 50\nDeltaBlue: 300\n'])
self.assertEqual(0, self._CallMain())
self._VerifyResults('test', 'score', [
{'name': 'Richards', 'results': [50.0, 100.0], 'stddev': ''},
{'name': 'DeltaBlue', 'results': [300.0, 200.0], 'stddev': ''},
])
self._VerifyErrors([])
self._VerifyMock(os.path.join(
'out', 'x64.release', 'd7'), '--flag', 'run.js')
def testPerfectConfidenceRuns(self):
self._WriteTestInput(V8_JSON)
self._MockCommand(
['.'], ['x\nRichards: 1.234\nDeltaBlue: 10657567\ny\n'] * 10)
self.assertEqual(0, self._CallMain('--confidence-level', '1'))
self._VerifyResults('test', 'score', [
{'name': 'Richards', 'results': [1.234] * 10, 'stddev': ''},
{'name': 'DeltaBlue', 'results': [10657567.0] * 10, 'stddev': ''},
])
self._VerifyErrors([])
self._VerifyMock(os.path.join(
'out', 'x64.release', 'd7'), '--flag', 'run.js')
def testNoisyConfidenceRuns(self):
self._WriteTestInput(V8_JSON)
self._MockCommand(
['.'],
reversed([
# First 10 runs are mandatory. DeltaBlue is slightly noisy.
'x\nRichards: 1.234\nDeltaBlue: 10757567\ny\n',
'x\nRichards: 1.234\nDeltaBlue: 10557567\ny\n',
'x\nRichards: 1.234\nDeltaBlue: 10657567\ny\n',
'x\nRichards: 1.234\nDeltaBlue: 10657567\ny\n',
'x\nRichards: 1.234\nDeltaBlue: 10657567\ny\n',
'x\nRichards: 1.234\nDeltaBlue: 10657567\ny\n',
'x\nRichards: 1.234\nDeltaBlue: 10657567\ny\n',
'x\nRichards: 1.234\nDeltaBlue: 10657567\ny\n',
'x\nRichards: 1.234\nDeltaBlue: 10657567\ny\n',
'x\nRichards: 1.234\nDeltaBlue: 10657567\ny\n',
# Need 4 more runs for confidence in DeltaBlue results.
'x\nRichards: 1.234\nDeltaBlue: 10657567\ny\n',
'x\nRichards: 1.234\nDeltaBlue: 10657567\ny\n',
'x\nRichards: 1.234\nDeltaBlue: 10657567\ny\n',
'x\nRichards: 1.234\nDeltaBlue: 10657567\ny\n',
]),
)
self.assertEqual(0, self._CallMain('--confidence-level', '1'))
self._VerifyResults('test', 'score', [
{'name': 'Richards', 'results': [1.234] * 14, 'stddev': ''},
{
'name': 'DeltaBlue',
'results': [10757567.0, 10557567.0] + [10657567.0] * 12,
'stddev': '',
},
])
self._VerifyErrors([])
self._VerifyMock(os.path.join(
'out', 'x64.release', 'd7'), '--flag', 'run.js')
def testNestedSuite(self):
self._WriteTestInput(V8_NESTED_SUITES_JSON)
self._MockCommand(['delta_blue', 'sub/leaf', 'richards'],
['DeltaBlue: 200\n',
'Simple: 1 ms.\n',
'Simple: 2 ms.\n',
'Simple: 3 ms.\n',
'Richards: 100\n',
'Richards: 50\n'])
self.assertEqual(0, self._CallMain())
self.assertListEqual(sorted([
{'units': 'score',
'graphs': ['test', 'Richards'],
'results': [50.0, 100.0],
'stddev': ''},
{'units': 'ms',
'graphs': ['test', 'Sub', 'Leaf'],
'results': [3.0, 2.0, 1.0],
'stddev': ''},
{'units': 'score',
'graphs': ['test', 'DeltaBlue'],
'results': [200.0],
'stddev': ''},
]), sorted(self._LoadResults()['traces']))
self._VerifyErrors([])
self._VerifyMockMultiple(
(os.path.join('out', 'x64.release', 'd7'), '--flag', 'run.js'),
(os.path.join('out', 'x64.release', 'd7'), '--flag', 'run.js'),
(os.path.join('out', 'x64.release', 'd8'), '--flag', 'run.js'),
(os.path.join('out', 'x64.release', 'd8'), '--flag', 'run.js'),
(os.path.join('out', 'x64.release', 'd8'), '--flag', 'run.js'),
(os.path.join('out', 'x64.release', 'd8'),
'--flag', '--flag2', 'run.js'))
def testOneRunStdDevRegExp(self):
test_input = dict(V8_JSON)
test_input['stddev_regexp'] = '^%s\-stddev: (.+)$'
self._WriteTestInput(test_input)
self._MockCommand(['.'], ['Richards: 1.234\nRichards-stddev: 0.23\n'
'DeltaBlue: 10657567\nDeltaBlue-stddev: 106\n'])
self.assertEqual(0, self._CallMain())
self._VerifyResults('test', 'score', [
{'name': 'Richards', 'results': [1.234], 'stddev': '0.23'},
{'name': 'DeltaBlue', 'results': [10657567.0], 'stddev': '106'},
])
self._VerifyErrors([])
self._VerifyMock(
os.path.join('out', 'x64.release', 'd7'), '--flag', 'run.js')
def testTwoRunsStdDevRegExp(self):
test_input = dict(V8_JSON)
test_input['stddev_regexp'] = '^%s\-stddev: (.+)$'
test_input['run_count'] = 2
self._WriteTestInput(test_input)
self._MockCommand(['.'], ['Richards: 3\nRichards-stddev: 0.7\n'
'DeltaBlue: 6\nDeltaBlue-boom: 0.9\n',
'Richards: 2\nRichards-stddev: 0.5\n'
'DeltaBlue: 5\nDeltaBlue-stddev: 0.8\n'])
self.assertEqual(1, self._CallMain())
self._VerifyResults('test', 'score', [
{'name': 'Richards', 'results': [2.0, 3.0], 'stddev': '0.7'},
{'name': 'DeltaBlue', 'results': [5.0, 6.0], 'stddev': '0.8'},
])
self._VerifyErrors(
['Test test/Richards should only run once since a stddev is provided '
'by the test.',
'Test test/DeltaBlue should only run once since a stddev is provided '
'by the test.',
'Regexp "^DeltaBlue\-stddev: (.+)$" did not match for test '
'test/DeltaBlue.'])
self._VerifyMock(
os.path.join('out', 'x64.release', 'd7'), '--flag', 'run.js')
def testBuildbot(self):
self._WriteTestInput(V8_JSON)
self._MockCommand(['.'], ['Richards: 1.234\nDeltaBlue: 10657567\n'],
on_bots=True)
mock.patch.object(
run_perf.Platform, 'ReadBuildConfig',
mock.MagicMock(return_value={'is_android': False})).start()
self.assertEqual(0, self._CallMain())
self._VerifyResults('test', 'score', [
{'name': 'Richards', 'results': [1.234], 'stddev': ''},
{'name': 'DeltaBlue', 'results': [10657567.0], 'stddev': ''},
])
self._VerifyErrors([])
self._VerifyMock(os.path.join('out', 'Release', 'd7'), '--flag', 'run.js')
def testBuildbotWithTotal(self):
test_input = dict(V8_JSON)
test_input['total'] = True
self._WriteTestInput(test_input)
self._MockCommand(['.'], ['Richards: 1.234\nDeltaBlue: 10657567\n'],
on_bots=True)
mock.patch.object(
run_perf.Platform, 'ReadBuildConfig',
mock.MagicMock(return_value={'is_android': False})).start()
self.assertEqual(0, self._CallMain())
self._VerifyResults('test', 'score', [
{'name': 'Richards', 'results': [1.234], 'stddev': ''},
{'name': 'DeltaBlue', 'results': [10657567.0], 'stddev': ''},
{'name': 'Total', 'results': [3626.491097190233], 'stddev': ''},
])
self._VerifyErrors([])
self._VerifyMock(os.path.join('out', 'Release', 'd7'), '--flag', 'run.js')
def testBuildbotWithTotalAndErrors(self):
test_input = dict(V8_JSON)
test_input['total'] = True
self._WriteTestInput(test_input)
self._MockCommand(['.'], ['x\nRichards: bla\nDeltaBlue: 10657567\ny\n'],
on_bots=True)
mock.patch.object(
run_perf.Platform, 'ReadBuildConfig',
mock.MagicMock(return_value={'is_android': False})).start()
self.assertEqual(1, self._CallMain())
self._VerifyResults('test', 'score', [
{'name': 'DeltaBlue', 'results': [10657567.0], 'stddev': ''},
])
self._VerifyErrors(
['Regexp "^Richards: (.+)$" '
'returned a non-numeric for test test/Richards.',
'Not all traces have produced results. Can not compute total for '
'test.'])
self._VerifyMock(os.path.join('out', 'Release', 'd7'), '--flag', 'run.js')
def testRegexpNoMatch(self):
self._WriteTestInput(V8_JSON)
self._MockCommand(['.'], ['x\nRichaards: 1.234\nDeltaBlue: 10657567\ny\n'])
self.assertEqual(1, self._CallMain())
self._VerifyResults('test', 'score', [
{'name': 'DeltaBlue', 'results': [10657567.0], 'stddev': ''},
])
self._VerifyErrors(
['Regexp "^Richards: (.+)$" did not match for test test/Richards.'])
self._VerifyMock(
os.path.join('out', 'x64.release', 'd7'), '--flag', 'run.js')
def testOneRunCrashed(self):
test_input = dict(V8_JSON)
test_input['retry_count'] = 1
self._WriteTestInput(test_input)
self._MockCommand(
['.'], ['x\nRichards: 1.234\nDeltaBlue: 10657567\ny\n', ''],
exit_code=-1)
self.assertEqual(1, self._CallMain())
self._VerifyResults('test', 'score', [])
self._VerifyErrors([])
self._VerifyMock(
os.path.join('out', 'x64.release', 'd7'), '--flag', 'run.js')
def testOneRunTimingOut(self):
test_input = dict(V8_JSON)
test_input['timeout'] = 70
test_input['retry_count'] = 0
self._WriteTestInput(test_input)
self._MockCommand(['.'], [''], timed_out=True)
self.assertEqual(1, self._CallMain())
self._VerifyResults('test', 'score', [])
self._VerifyErrors([])
self._VerifyMock(os.path.join('out', 'x64.release', 'd7'),
'--flag', 'run.js', timeout=70)
def testAndroid(self):
self._WriteTestInput(V8_JSON)
mock.patch('run_perf.AndroidPlatform.PreExecution').start()
mock.patch('run_perf.AndroidPlatform.PostExecution').start()
mock.patch('run_perf.AndroidPlatform.PreTests').start()
mock.patch('run_perf.find_build_directory').start()
mock.patch(
'run_perf.AndroidPlatform.Run',
return_value=(Output(stdout='Richards: 1.234\nDeltaBlue: 10657567\n'),
NULL_OUTPUT)).start()
mock.patch('testrunner.local.android._Driver', autospec=True).start()
mock.patch(
'run_perf.Platform.ReadBuildConfig',
return_value={'is_android': True}).start()
self.assertEqual(0, self._CallMain('--arch', 'arm'))
self._VerifyResults('test', 'score', [
{'name': 'Richards', 'results': [1.234], 'stddev': ''},
{'name': 'DeltaBlue', 'results': [10657567.0], 'stddev': ''},
])
def testTwoRuns_Trybot(self):
test_input = dict(V8_JSON)
test_input['run_count'] = 2
self._WriteTestInput(test_input)
self._MockCommand(['.', '.', '.', '.'],
['Richards: 100\nDeltaBlue: 200\n',
'Richards: 200\nDeltaBlue: 20\n',
'Richards: 50\nDeltaBlue: 200\n',
'Richards: 100\nDeltaBlue: 20\n'])
test_output_secondary = os.path.join(
TEST_WORKSPACE, 'results_secondary.json')
self.assertEqual(0, self._CallMain(
'--outdir-secondary', 'out-secondary',
'--json-test-results-secondary', test_output_secondary,
))
self._VerifyResults('test', 'score', [
{'name': 'Richards', 'results': [100.0, 200.0], 'stddev': ''},
{'name': 'DeltaBlue', 'results': [20.0, 20.0], 'stddev': ''},
])
self._VerifyResults('test', 'score', [
{'name': 'Richards', 'results': [50.0, 100.0], 'stddev': ''},
{'name': 'DeltaBlue', 'results': [200.0, 200.0], 'stddev': ''},
], test_output_secondary)
self._VerifyRunnableDurations(2, 60, test_output_secondary)
self._VerifyErrors([])
self._VerifyMockMultiple(
(os.path.join('out', 'x64.release', 'd7'), '--flag', 'run.js'),
(os.path.join('out-secondary', 'x64.release', 'd7'),
'--flag', 'run.js'),
(os.path.join('out', 'x64.release', 'd7'), '--flag', 'run.js'),
(os.path.join('out-secondary', 'x64.release', 'd7'),
'--flag', 'run.js'),
)
def testWrongBinaryWithProf(self):
test_input = dict(V8_JSON)
self._WriteTestInput(test_input)
self._MockCommand(['.'], ['x\nRichards: 1.234\nDeltaBlue: 10657567\ny\n'])
self.assertEqual(0, self._CallMain('--extra-flags=--prof'))
self._VerifyResults('test', 'score', [
{'name': 'Richards', 'results': [1.234], 'stddev': ''},
{'name': 'DeltaBlue', 'results': [10657567.0], 'stddev': ''},
])
self._VerifyErrors([])
self._VerifyMock(os.path.join('out', 'x64.release', 'd7'),
'--flag', '--prof', 'run.js')
#############################################################################
### System tests
def _RunPerf(self, mocked_d8, test_json):
output_json = os.path.join(TEST_WORKSPACE, 'output.json')
args = [
os.sys.executable, RUN_PERF,
'--binary-override-path', os.path.join(TEST_DATA, mocked_d8),
'--json-test-results', output_json,
os.path.join(TEST_DATA, test_json),
]
subprocess.check_output(args)
return self._LoadResults(output_json)
def testNormal(self):
results = self._RunPerf('d8_mocked1.py', 'test1.json')
self.assertListEqual([], results['errors'])
self.assertListEqual(sorted([
{
'units': 'score',
'graphs': ['test1', 'Richards'],
'results': [1.2, 1.2],
'stddev': '',
},
{
'units': 'score',
'graphs': ['test1', 'DeltaBlue'],
'results': [2.1, 2.1],
'stddev': '',
},
]), sorted(results['traces']))
def testResultsProcessor(self):
results = self._RunPerf('d8_mocked2.py', 'test2.json')
self.assertListEqual([], results['errors'])
self.assertListEqual([
{
'units': 'score',
'graphs': ['test2', 'Richards'],
'results': [1.2, 1.2],
'stddev': '',
},
{
'units': 'score',
'graphs': ['test2', 'DeltaBlue'],
'results': [2.1, 2.1],
'stddev': '',
},
], results['traces'])
def testResultsProcessorNested(self):
results = self._RunPerf('d8_mocked2.py', 'test3.json')
self.assertListEqual([], results['errors'])
self.assertListEqual([
{
'units': 'score',
'graphs': ['test3', 'Octane', 'Richards'],
'results': [1.2],
'stddev': '',
},
{
'units': 'score',
'graphs': ['test3', 'Octane', 'DeltaBlue'],
'results': [2.1],
'stddev': '',
},
], results['traces'])
if __name__ == '__main__':
unittest.main()