def test_phases(self):
monitor = SystemResourceMonitor(poll_interval=0.25)
monitor.start()
time.sleep(1)
with monitor.phase('phase1'):
time.sleep(1)
with monitor.phase('phase2'):
time.sleep(1)
monitor.stop()
self.assertEqual(len(monitor.phases), 2)
self.assertEqual(['phase2', 'phase1'], monitor.phases.keys())
all = list(monitor.range_usage())
data1 = list(monitor.phase_usage('phase1'))
data2 = list(monitor.phase_usage('phase2'))
self.assertGreater(len(all), len(data1))
self.assertGreater(len(data1), len(data2))
# This could fail if time.time() takes more than 0.1s. It really
# shouldn't.
self.assertAlmostEqual(data1[-1].end, data2[-1].end, delta=0.25)
def test_aggregate_cpu(self):
monitor = SystemResourceMonitor(poll_interval=0.25)
monitor.start()
time.sleep(1)
monitor.stop()
values = monitor.aggregate_cpu_percent()
self.assertIsInstance(values, list)
self.assertEqual(len(values), multiprocessing.cpu_count())
for v in values:
self.assertIsInstance(v, float)
value = monitor.aggregate_cpu_percent(per_cpu=False)
self.assertIsInstance(value, float)
values = monitor.aggregate_cpu_times()
self.assertIsInstance(values, list)
self.assertGreater(len(values), 0)
self.assertTrue(hasattr(values[0], 'user'))
t = type(values[0])
value = monitor.aggregate_cpu_times(per_cpu=False)
self.assertIsInstance(value, t)
def test_empty(self):
monitor = SystemResourceMonitor(poll_interval=2.0)
monitor.start()
monitor.stop()
data = list(monitor.range_usage())
self.assertEqual(len(data), 0)
def _start_resource_monitoring(self, action, success=None):
self.activate_virtualenv()
# Resource Monitor requires Python 2.7, however it's currently optional.
# Remove when all machines have had their Python version updated (bug 711299).
if sys.version_info[:2] < (2, 7):
self.warning('Resource monitoring will not be enabled! Python 2.7+ required.')
return
try:
from mozsystemmonitor.resourcemonitor import SystemResourceMonitor
self.info("Starting resource monitoring.")
self._resource_monitor = SystemResourceMonitor(poll_interval=1.0)
self._resource_monitor.start()
except Exception:
self.warning("Unable to start resource monitor: %s" %
traceback.format_exc())
def test_memory(self):
monitor = SystemResourceMonitor(poll_interval=0.25)
monitor.start()
time.sleep(1.0)
monitor.stop()
v = monitor.min_memory_available()
self.assertIsInstance(v, long)
v = monitor.max_memory_percent()
self.assertIsInstance(v, float)
def init(self, warnings_path):
"""Create a new monitor.
warnings_path is a path of a warnings database to use.
"""
self._warnings_path = warnings_path
self.resources = SystemResourceMonitor(poll_interval=1.0)
self._resources_started = False
self.tiers = TierStatus(self.resources)
self.warnings_database = WarningsDatabase()
if os.path.exists(warnings_path):
try:
self.warnings_database.load_from_file(warnings_path)
except ValueError:
os.remove(warnings_path)
self._warnings_collector = WarningsCollector(
database=self.warnings_database, objdir=self.topobjdir)
def _start_resource_monitoring(self, action, success=None):
self.activate_virtualenv()
try:
from mozsystemmonitor.resourcemonitor import SystemResourceMonitor
self.info("Starting resource monitoring.")
self._resource_monitor = SystemResourceMonitor(poll_interval=1.0)
self._resource_monitor.start()
except Exception:
self.warning("Unable to start resource monitor: %s" %
traceback.format_exc())
def test_aggregate_io(self):
monitor = SystemResourceMonitor(poll_interval=0.25)
# There's really no easy way to ensure I/O occurs. For all we know
# reads and writes will all be serviced by the page cache.
monitor.start()
time.sleep(1.0)
monitor.stop()
values = monitor.aggregate_io()
self.assertTrue(hasattr(values, 'read_count'))
def test_basic(self):
monitor = SystemResourceMonitor(poll_interval=0.5)
monitor.start()
time.sleep(3)
monitor.stop()
data = list(monitor.range_usage())
self.assertGreater(len(data), 3)
self.assertIsInstance(data[0], SystemResourceUsage)
def init(self, warnings_path):
"""Create a new monitor.
warnings_path is a path of a warnings database to use.
"""
self._warnings_path = warnings_path
self.resources = SystemResourceMonitor(poll_interval=1.0)
self._resources_started = False
self.tiers = TierStatus(self.resources)
self.warnings_database = WarningsDatabase()
if os.path.exists(warnings_path):
try:
self.warnings_database.load_from_file(warnings_path)
except ValueError:
os.remove(warnings_path)
# Contains warnings unique to this invocation. Not populated with old
# warnings.
self.instance_warnings = WarningsDatabase()
def on_warning(warning):
filename = warning['filename']
if not os.path.exists(filename):
raise Exception('Could not find file containing warning: %s' %
filename)
self.warnings_database.insert(warning)
# Make a copy so mutations don't impact other database.
self.instance_warnings.insert(warning.copy())
self._warnings_collector = WarningsCollector(on_warning,
objdir=self.topobjdir)
self.build_objects = []
def _start_resource_monitoring(self, action, success=None):
self.activate_virtualenv()
# Resource Monitor requires Python 2.7, however it's currently optional.
# Remove when all machines have had their Python version updated (bug 711299).
if sys.version_info[:2] < (2, 7):
self.warning("Resource monitoring will not be enabled! Python 2.7+ required.")
return
try:
from mozsystemmonitor.resourcemonitor import SystemResourceMonitor
self.info("Starting resource monitoring.")
self._resource_monitor = SystemResourceMonitor(poll_interval=1.0)
self._resource_monitor.start()
except Exception:
self.warning("Unable to start resource monitor: %s" % traceback.format_exc())
def init(self, warnings_path):
"""Create a new monitor.
warnings_path is a path of a warnings database to use.
"""
self._warnings_path = warnings_path
self.resources = SystemResourceMonitor(poll_interval=1.0)
self._resources_started = False
self.tiers = TierStatus(self.resources)
self.warnings_database = WarningsDatabase()
if os.path.exists(warnings_path):
try:
self.warnings_database.load_from_file(warnings_path)
except ValueError:
os.remove(warnings_path)
self._warnings_collector = WarningsCollector(database=self.warnings_database, objdir=self.topobjdir)
class ResourceMonitoringMixin(PerfherderResourceOptionsMixin):
"""Provides resource monitoring capabilities to scripts.
When this class is in the inheritance chain, resource usage stats of the
executing script will be recorded.
This class requires the VirtualenvMixin in order to install a package used
for recording resource usage.
While we would like to record resource usage for the entirety of a script,
since we require an external package, we can only record resource usage
after that package is installed (as part of creating the virtualenv).
That's just the way things have to be.
"""
def __init__(self, *args, **kwargs):
super(ResourceMonitoringMixin, self).__init__(*args, **kwargs)
self.register_virtualenv_module('psutil>=3.1.1',
method='pip',
optional=True)
self.register_virtualenv_module('mozsystemmonitor==0.3',
method='pip',
optional=True)
self.register_virtualenv_module('jsonschema==2.5.1', method='pip')
# explicitly install functools32, because some slaves aren't using
# a version of pip recent enough to install it automatically with
# jsonschema (which depends on it)
# https://github.com/Julian/jsonschema/issues/233
self.register_virtualenv_module('functools32==3.2.3-2', method='pip')
self._resource_monitor = None
# 2-tuple of (name, options) to assign Perfherder resource monitor
# metrics to. This needs to be assigned by a script in order for
# Perfherder metrics to be reported.
self.resource_monitor_perfherder_id = None
@PostScriptAction('create-virtualenv')
def _start_resource_monitoring(self, action, success=None):
self.activate_virtualenv()
# Resource Monitor requires Python 2.7, however it's currently optional.
# Remove when all machines have had their Python version updated (bug 711299).
if sys.version_info[:2] < (2, 7):
self.warning(
'Resource monitoring will not be enabled! Python 2.7+ required.'
)
return
try:
from mozsystemmonitor.resourcemonitor import SystemResourceMonitor
self.info("Starting resource monitoring.")
self._resource_monitor = SystemResourceMonitor(poll_interval=1.0)
self._resource_monitor.start()
except Exception:
self.warning("Unable to start resource monitor: %s" %
traceback.format_exc())
@PreScriptAction
def _resource_record_pre_action(self, action):
# Resource monitor isn't available until after create-virtualenv.
if not self._resource_monitor:
return
self._resource_monitor.begin_phase(action)
@PostScriptAction
def _resource_record_post_action(self, action, success=None):
# Resource monitor isn't available until after create-virtualenv.
if not self._resource_monitor:
return
self._resource_monitor.finish_phase(action)
@PostScriptRun
def _resource_record_post_run(self):
if not self._resource_monitor:
return
# This should never raise an exception. This is a workaround until
# mozsystemmonitor is fixed. See bug 895388.
try:
self._resource_monitor.stop()
self._log_resource_usage()
# Upload a JSON file containing the raw resource data.
try:
upload_dir = self.query_abs_dirs()['abs_blob_upload_dir']
if not os.path.exists(upload_dir):
os.makedirs(upload_dir)
with open(os.path.join(upload_dir, 'resource-usage.json'),
'wb') as fh:
json.dump(self._resource_monitor.as_dict(),
fh,
sort_keys=True,
indent=4)
except (AttributeError, KeyError):
self.exception('could not upload resource usage JSON',
level=WARNING)
except Exception:
self.warning("Exception when reporting resource usage: %s" %
traceback.format_exc())
def _log_resource_usage(self):
# Delay import because not available until virtualenv is populated.
import jsonschema
rm = self._resource_monitor
if rm.start_time is None:
return
def resources(phase):
cpu_percent = rm.aggregate_cpu_percent(phase=phase, per_cpu=False)
cpu_times = rm.aggregate_cpu_times(phase=phase, per_cpu=False)
io = rm.aggregate_io(phase=phase)
swap_in = sum(m.swap.sin for m in rm.measurements)
swap_out = sum(m.swap.sout for m in rm.measurements)
return cpu_percent, cpu_times, io, (swap_in, swap_out)
def log_usage(prefix, duration, cpu_percent, cpu_times, io):
message = '{prefix} - Wall time: {duration:.0f}s; ' \
'CPU: {cpu_percent}; ' \
'Read bytes: {io_read_bytes}; Write bytes: {io_write_bytes}; ' \
'Read time: {io_read_time}; Write time: {io_write_time}'
# XXX Some test harnesses are complaining about a string being
# being fed into a 'f' formatter. This will help diagnose the
# issue.
cpu_percent_str = str(round(
cpu_percent)) + '%' if cpu_percent else "Can't collect data"
try:
self.info(
message.format(prefix=prefix,
duration=duration,
cpu_percent=cpu_percent_str,
io_read_bytes=io.read_bytes,
io_write_bytes=io.write_bytes,
io_read_time=io.read_time,
io_write_time=io.write_time))
except ValueError:
self.warning("Exception when formatting: %s" %
traceback.format_exc())
cpu_percent, cpu_times, io, (swap_in, swap_out) = resources(None)
duration = rm.end_time - rm.start_time
# Write out Perfherder data if configured.
if self.resource_monitor_perfherder_id:
perfherder_name, perfherder_options = self.resource_monitor_perfherder_id
suites = []
overall = []
if cpu_percent:
overall.append({
'name': 'cpu_percent',
'value': cpu_percent,
})
overall.extend([
{
'name': 'io_write_bytes',
'value': io.write_bytes
},
{
'name': 'io.read_bytes',
'value': io.read_bytes
},
{
'name': 'io_write_time',
'value': io.write_time
},
{
'name': 'io_read_time',
'value': io.read_time
},
])
suites.append({
'name':
'%s.overall' % perfherder_name,
'extraOptions':
perfherder_options + self.perfherder_resource_options(),
'subtests':
overall,
})
for phase in rm.phases.keys():
phase_duration = rm.phases[phase][1] - rm.phases[phase][0]
subtests = [{
'name': 'time',
'value': phase_duration,
}]
cpu_percent = rm.aggregate_cpu_percent(phase=phase,
per_cpu=False)
if cpu_percent is not None:
subtests.append({
'name':
'cpu_percent',
'value':
rm.aggregate_cpu_percent(phase=phase, per_cpu=False),
})
# We don't report I/O during each step because measured I/O
# is system I/O and that I/O can be delayed (e.g. writes will
# buffer before being flushed and recorded in our metrics).
suites.append({
'name': '%s.%s' % (perfherder_name, phase),
'subtests': subtests,
})
data = {
'framework': {
'name': 'job_resource_usage'
},
'suites': suites,
}
schema_path = os.path.join(external_tools_path,
'performance-artifact-schema.json')
with open(schema_path, 'rb') as fh:
schema = json.load(fh)
# this will throw an exception that causes the job to fail if the
# perfherder data is not valid -- please don't change this
# behaviour, otherwise people will inadvertently break this
# functionality
self.info('Validating Perfherder data against %s' % schema_path)
jsonschema.validate(data, schema)
self.info('PERFHERDER_DATA: %s' % json.dumps(data))
log_usage('Total resource usage', duration, cpu_percent, cpu_times, io)
# Print special messages so usage shows up in Treeherder.
if cpu_percent:
self._tinderbox_print('CPU usage<br/>{:,.1f}%'.format(cpu_percent))
self._tinderbox_print('I/O read bytes / time<br/>{:,} / {:,}'.format(
io.read_bytes, io.read_time))
self._tinderbox_print('I/O write bytes / time<br/>{:,} / {:,}'.format(
io.write_bytes, io.write_time))
# Print CPU components having >1%. "cpu_times" is a data structure
# whose attributes are measurements. Ideally we'd have an API that
# returned just the measurements as a dict or something.
cpu_attrs = []
for attr in sorted(dir(cpu_times)):
if attr.startswith('_'):
continue
if attr in ('count', 'index'):
continue
cpu_attrs.append(attr)
cpu_total = sum(getattr(cpu_times, attr) for attr in cpu_attrs)
for attr in cpu_attrs:
value = getattr(cpu_times, attr)
# cpu_total can be 0.0. Guard against division by 0.
percent = value / cpu_total * 100.0 if cpu_total else 0.0
if percent > 1.00:
self._tinderbox_print('CPU {}<br/>{:,.1f} ({:,.1f}%)'.format(
attr, value, percent))
# Swap on Windows isn't reported by psutil.
if not self._is_windows():
self._tinderbox_print('Swap in / out<br/>{:,} / {:,}'.format(
swap_in, swap_out))
for phase in rm.phases.keys():
start_time, end_time = rm.phases[phase]
cpu_percent, cpu_times, io, swap = resources(phase)
log_usage(phase, end_time - start_time, cpu_percent, cpu_times, io)
def _tinderbox_print(self, message):
self.info('TinderboxPrint: %s' % message)
class ResourceMonitoringMixin(object):
"""Provides resource monitoring capabilities to scripts.
When this class is in the inheritance chain, resource usage stats of the
executing script will be recorded.
This class requires the VirtualenvMixin in order to install a package used
for recording resource usage.
While we would like to record resource usage for the entirety of a script,
since we require an external package, we can only record resource usage
after that package is installed (as part of creating the virtualenv).
That's just the way things have to be.
"""
def __init__(self, *args, **kwargs):
super(ResourceMonitoringMixin, self).__init__(*args, **kwargs)
self.register_virtualenv_module('psutil>=0.7.1',
method='pip',
optional=True)
self.register_virtualenv_module('mozsystemmonitor==0.0.0',
method='pip',
optional=True)
self._resource_monitor = None
@PostScriptAction('create-virtualenv')
def _start_resource_monitoring(self, action, success=None):
self.activate_virtualenv()
# Resource Monitor requires Python 2.7, however it's currently optional.
# Remove when all machines have had their Python version updated (bug 711299).
if sys.version_info[:2] < (2, 7):
self.warning(
'Resource monitoring will not be enabled! Python 2.7+ required.'
)
return
try:
from mozsystemmonitor.resourcemonitor import SystemResourceMonitor
self.info("Starting resource monitoring.")
self._resource_monitor = SystemResourceMonitor(poll_interval=1.0)
self._resource_monitor.start()
except Exception:
self.warning("Unable to start resource monitor: %s" %
traceback.format_exc())
@PreScriptAction
def _resource_record_pre_action(self, action):
# Resource monitor isn't available until after create-virtualenv.
if not self._resource_monitor:
return
self._resource_monitor.begin_phase(action)
@PostScriptAction
def _resource_record_post_action(self, action, success=None):
# Resource monitor isn't available until after create-virtualenv.
if not self._resource_monitor:
return
self._resource_monitor.finish_phase(action)
@PostScriptRun
def _resource_record_post_run(self):
if not self._resource_monitor:
return
# This should never raise an exception. This is a workaround until
# mozsystemmonitor is fixed. See bug 895388.
try:
self._resource_monitor.stop()
self._log_resource_usage()
except Exception:
self.warning("Exception when reporting resource usage: %s" %
traceback.format_exc())
def _log_resource_usage(self):
rm = self._resource_monitor
if rm.start_time is None:
return
def resources(phase):
cpu_percent = rm.aggregate_cpu_percent(phase=phase, per_cpu=False)
cpu_times = rm.aggregate_cpu_times(phase=phase, per_cpu=False)
io = rm.aggregate_io(phase=phase)
return cpu_percent, cpu_times, io
def log_usage(prefix, duration, cpu_percent, cpu_times, io):
message = '{prefix} - Wall time: {duration:.0f}s; ' \
'CPU: {cpu_percent}; ' \
'Read bytes: {io_read_bytes}; Write bytes: {io_write_bytes}; ' \
'Read time: {io_read_time}; Write time: {io_write_time}'
# XXX Some test harnesses are complaining about a string being
# being fed into a 'f' formatter. This will help diagnose the
# issue.
cpu_percent_str = str(round(
cpu_percent)) + '%' if cpu_percent else "Can't collect data"
try:
self.info(
message.format(prefix=prefix,
duration=duration,
cpu_percent=cpu_percent_str,
io_read_bytes=io.read_bytes,
io_write_bytes=io.write_bytes,
io_read_time=io.read_time,
io_write_time=io.write_time))
except ValueError:
self.warning("Exception when formatting: %s" %
traceback.format_exc())
cpu_percent, cpu_times, io = resources(None)
duration = rm.end_time - rm.start_time
log_usage('Total resource usage', duration, cpu_percent, cpu_times, io)
for phase in rm.phases.keys():
start_time, end_time = rm.phases[phase]
cpu_percent, cpu_times, io = resources(phase)
log_usage(phase, end_time - start_time, cpu_percent, cpu_times, io)
class ResourceMonitoringMixin(object):
"""Provides resource monitoring capabilities to scripts.
When this class is in the inheritance chain, resource usage stats of the
executing script will be recorded.
This class requires the VirtualenvMixin in order to install a package used
for recording resource usage.
While we would like to record resource usage for the entirety of a script,
since we require an external package, we can only record resource usage
after that package is installed (as part of creating the virtualenv).
That's just the way things have to be.
"""
def __init__(self, *args, **kwargs):
super(ResourceMonitoringMixin, self).__init__(*args, **kwargs)
self.register_virtualenv_module('psutil>=0.7.1', method='pip',
optional=True)
self.register_virtualenv_module('mozsystemmonitor==0.0.0',
method='pip', optional=True)
self._resource_monitor = None
@PostScriptAction('create-virtualenv')
def _start_resource_monitoring(self, action, success=None):
self.activate_virtualenv()
# Resource Monitor requires Python 2.7, however it's currently optional.
# Remove when all machines have had their Python version updated (bug 711299).
if sys.version_info[:2] < (2, 7):
self.warning('Resource monitoring will not be enabled! Python 2.7+ required.')
return
try:
from mozsystemmonitor.resourcemonitor import SystemResourceMonitor
self.info("Starting resource monitoring.")
self._resource_monitor = SystemResourceMonitor(poll_interval=1.0)
self._resource_monitor.start()
except Exception:
self.warning("Unable to start resource monitor: %s" %
traceback.format_exc())
@PreScriptAction
def _resource_record_pre_action(self, action):
# Resource monitor isn't available until after create-virtualenv.
if not self._resource_monitor:
return
self._resource_monitor.begin_phase(action)
@PostScriptAction
def _resource_record_post_action(self, action, success=None):
# Resource monitor isn't available until after create-virtualenv.
if not self._resource_monitor:
return
self._resource_monitor.finish_phase(action)
@PostScriptRun
def _resource_record_post_run(self):
if not self._resource_monitor:
return
# This should never raise an exception. This is a workaround until
# mozsystemmonitor is fixed. See bug 895388.
try:
self._resource_monitor.stop()
self._log_resource_usage()
except Exception:
self.warning("Exception when reporting resource usage: %s" %
traceback.format_exc())
def _log_resource_usage(self):
rm = self._resource_monitor
if rm.start_time is None:
return
def resources(phase):
cpu_percent = rm.aggregate_cpu_percent(phase=phase, per_cpu=False)
cpu_times = rm.aggregate_cpu_times(phase=phase, per_cpu=False)
io = rm.aggregate_io(phase=phase)
return cpu_percent, cpu_times, io
def log_usage(prefix, duration, cpu_percent, cpu_times, io):
message = '{prefix} - Wall time: {duration:.0f}s; ' \
'CPU: {cpu_percent}; ' \
'Read bytes: {io_read_bytes}; Write bytes: {io_write_bytes}; ' \
'Read time: {io_read_time}; Write time: {io_write_time}'
# XXX Some test harnesses are complaining about a string being
# being fed into a 'f' formatter. This will help diagnose the
# issue.
cpu_percent_str = str(round(cpu_percent)) + '%' if cpu_percent else "Can't collect data"
try:
self.info(
message.format(
prefix=prefix, duration=duration,
cpu_percent=cpu_percent_str, io_read_bytes=io.read_bytes,
io_write_bytes=io.write_bytes, io_read_time=io.read_time,
io_write_time=io.write_time
)
)
except ValueError:
self.warning("Exception when formatting: %s" %
traceback.format_exc())
cpu_percent, cpu_times, io = resources(None)
duration = rm.end_time - rm.start_time
log_usage('Total resource usage', duration, cpu_percent, cpu_times, io)
for phase in rm.phases.keys():
start_time, end_time = rm.phases[phase]
cpu_percent, cpu_times, io = resources(phase)
log_usage(phase, end_time - start_time, cpu_percent, cpu_times, io)
class ResourceMonitoringMixin(object):
"""Provides resource monitoring capabilities to scripts.
When this class is in the inheritance chain, resource usage stats of the
executing script will be recorded.
This class requires the VirtualenvMixin in order to install a package used
for recording resource usage.
While we would like to record resource usage for the entirety of a script,
since we require an external package, we can only record resource usage
after that package is installed (as part of creating the virtualenv).
That's just the way things have to be.
"""
def __init__(self, *args, **kwargs):
super(ResourceMonitoringMixin, self).__init__(*args, **kwargs)
self.register_virtualenv_module('psutil>=3.1.1',
method='pip',
optional=True)
self.register_virtualenv_module('mozsystemmonitor==0.3',
method='pip',
optional=True)
self._resource_monitor = None
@PostScriptAction('create-virtualenv')
def _start_resource_monitoring(self, action, success=None):
self.activate_virtualenv()
# Resource Monitor requires Python 2.7, however it's currently optional.
# Remove when all machines have had their Python version updated (bug 711299).
if sys.version_info[:2] < (2, 7):
self.warning(
'Resource monitoring will not be enabled! Python 2.7+ required.'
)
return
try:
from mozsystemmonitor.resourcemonitor import SystemResourceMonitor
self.info("Starting resource monitoring.")
self._resource_monitor = SystemResourceMonitor(poll_interval=1.0)
self._resource_monitor.start()
except Exception:
self.warning("Unable to start resource monitor: %s" %
traceback.format_exc())
@PreScriptAction
def _resource_record_pre_action(self, action):
# Resource monitor isn't available until after create-virtualenv.
if not self._resource_monitor:
return
self._resource_monitor.begin_phase(action)
@PostScriptAction
def _resource_record_post_action(self, action, success=None):
# Resource monitor isn't available until after create-virtualenv.
if not self._resource_monitor:
return
self._resource_monitor.finish_phase(action)
@PostScriptRun
def _resource_record_post_run(self):
if not self._resource_monitor:
return
# This should never raise an exception. This is a workaround until
# mozsystemmonitor is fixed. See bug 895388.
try:
self._resource_monitor.stop()
self._log_resource_usage()
# Upload a JSON file containing the raw resource data.
try:
upload_dir = self.query_abs_dirs()['abs_blob_upload_dir']
with open(os.path.join(upload_dir, 'resource-usage.json'),
'wb') as fh:
json.dump(self._resource_monitor.as_dict(),
fh,
sort_keys=True,
indent=4)
except (AttributeError, KeyError):
self.exception('could not upload resource usage JSON',
level=WARNING)
except Exception:
self.warning("Exception when reporting resource usage: %s" %
traceback.format_exc())
def _log_resource_usage(self):
rm = self._resource_monitor
if rm.start_time is None:
return
def resources(phase):
cpu_percent = rm.aggregate_cpu_percent(phase=phase, per_cpu=False)
cpu_times = rm.aggregate_cpu_times(phase=phase, per_cpu=False)
io = rm.aggregate_io(phase=phase)
swap_in = sum(m.swap.sin for m in rm.measurements)
swap_out = sum(m.swap.sout for m in rm.measurements)
return cpu_percent, cpu_times, io, (swap_in, swap_out)
def log_usage(prefix, duration, cpu_percent, cpu_times, io):
message = '{prefix} - Wall time: {duration:.0f}s; ' \
'CPU: {cpu_percent}; ' \
'Read bytes: {io_read_bytes}; Write bytes: {io_write_bytes}; ' \
'Read time: {io_read_time}; Write time: {io_write_time}'
# XXX Some test harnesses are complaining about a string being
# being fed into a 'f' formatter. This will help diagnose the
# issue.
cpu_percent_str = str(round(
cpu_percent)) + '%' if cpu_percent else "Can't collect data"
try:
self.info(
message.format(prefix=prefix,
duration=duration,
cpu_percent=cpu_percent_str,
io_read_bytes=io.read_bytes,
io_write_bytes=io.write_bytes,
io_read_time=io.read_time,
io_write_time=io.write_time))
except ValueError:
self.warning("Exception when formatting: %s" %
traceback.format_exc())
cpu_percent, cpu_times, io, (swap_in, swap_out) = resources(None)
duration = rm.end_time - rm.start_time
log_usage('Total resource usage', duration, cpu_percent, cpu_times, io)
# Print special messages so usage shows up in Treeherder.
if cpu_percent:
self._tinderbox_print('CPU usage<br/>{:,.1f}%'.format(cpu_percent))
self._tinderbox_print('I/O read bytes / time<br/>{:,} / {:,}'.format(
io.read_bytes, io.read_time))
self._tinderbox_print('I/O write bytes / time<br/>{:,} / {:,}'.format(
io.write_bytes, io.write_time))
# Print CPU components having >1%. "cpu_times" is a data structure
# whose attributes are measurements. Ideally we'd have an API that
# returned just the measurements as a dict or something.
cpu_attrs = []
for attr in sorted(dir(cpu_times)):
if attr.startswith('_'):
continue
if attr in ('count', 'index'):
continue
cpu_attrs.append(attr)
cpu_total = sum(getattr(cpu_times, attr) for attr in cpu_attrs)
for attr in cpu_attrs:
value = getattr(cpu_times, attr)
percent = value / cpu_total * 100.0
if percent > 1.00:
self._tinderbox_print('CPU {}<br/>{:,.1f} ({:,.1f}%)'.format(
attr, value, percent))
# Swap on Windows isn't reported by psutil.
if not self._is_windows():
self._tinderbox_print('Swap in / out<br/>{:,} / {:,}'.format(
swap_in, swap_out))
for phase in rm.phases.keys():
start_time, end_time = rm.phases[phase]
cpu_percent, cpu_times, io, swap = resources(phase)
log_usage(phase, end_time - start_time, cpu_percent, cpu_times, io)
def _tinderbox_print(self, message):
self.info('TinderboxPrint: %s' % message)
def test_events(self):
monitor = SystemResourceMonitor(poll_interval=0.25)
monitor.start()
time.sleep(0.5)
t0 = time.time()
monitor.record_event('t0')
time.sleep(0.5)
t1 = time.time()
monitor.record_event('t1')
time.sleep(0.5)
monitor.stop()
events = monitor.events
self.assertEqual(len(events), 2)
event = events[0]
self.assertEqual(event[1], 't0')
self.assertAlmostEqual(event[0], t0, delta=0.25)
data = list(monitor.between_events_usage('t0', 't1'))
self.assertGreater(len(data), 0)
def test_no_data(self):
monitor = SystemResourceMonitor()
data = list(monitor.range_usage())
self.assertEqual(len(data), 0)
class BuildMonitor(MozbuildObject):
"""Monitors the output of the build."""
def init(self, warnings_path):
"""Create a new monitor.
warnings_path is a path of a warnings database to use.
"""
self._warnings_path = warnings_path
self.resources = SystemResourceMonitor(poll_interval=1.0)
self._resources_started = False
self.tiers = TierStatus(self.resources)
self.warnings_database = WarningsDatabase()
if os.path.exists(warnings_path):
try:
self.warnings_database.load_from_file(warnings_path)
except ValueError:
os.remove(warnings_path)
self._warnings_collector = WarningsCollector(database=self.warnings_database, objdir=self.topobjdir)
self.build_objects = []
def start(self):
"""Record the start of the build."""
self.start_time = time.time()
self._finder_start_cpu = self._get_finder_cpu_usage()
def start_resource_recording(self):
# This should be merged into start() once bug 892342 lands.
self.resources.start()
self._resources_started = True
def on_line(self, line):
"""Consume a line of output from the build system.
This will parse the line for state and determine whether more action is
needed.
Returns a BuildOutputResult instance.
In this named tuple, warning will be an object describing a new parsed
warning. Otherwise it will be None.
state_changed indicates whether the build system changed state with
this line. If the build system changed state, the caller may want to
query this instance for the current state in order to update UI, etc.
for_display is a boolean indicating whether the line is relevant to the
user. This is typically used to filter whether the line should be
presented to the user.
"""
if line.startswith("BUILDSTATUS"):
args = line.split()[1:]
action = args.pop(0)
update_needed = True
if action == "TIERS":
self.tiers.set_tiers(args)
update_needed = False
elif action == "TIER_START":
tier = args[0]
self.tiers.begin_tier(tier)
elif action == "TIER_FINISH":
tier, = args
self.tiers.finish_tier(tier)
elif action == "OBJECT_FILE":
self.build_objects.append(args[0])
update_needed = False
else:
raise Exception("Unknown build status: %s" % action)
return BuildOutputResult(None, update_needed, False)
warning = None
try:
warning = self._warnings_collector.process_line(line)
except:
pass
return BuildOutputResult(warning, False, True)
def stop_resource_recording(self):
if self._resources_started:
self.resources.stop()
self._resources_started = False
def finish(self, record_usage=True):
"""Record the end of the build."""
self.stop_resource_recording()
self.end_time = time.time()
self._finder_end_cpu = self._get_finder_cpu_usage()
self.elapsed = self.end_time - self.start_time
self.warnings_database.prune()
self.warnings_database.save_to_file(self._warnings_path)
if not record_usage:
return
try:
usage = self.get_resource_usage()
if not usage:
return
self.log_resource_usage(usage)
with open(self._get_state_filename("build_resources.json"), "w") as fh:
json.dump(self.resources.as_dict(), fh, indent=2)
except Exception as e:
self.log(
logging.WARNING,
"build_resources_error",
{"msg": str(e)},
"Exception when writing resource usage file: {msg}",
)
def _get_finder_cpu_usage(self):
"""Obtain the CPU usage of the Finder app on OS X.
This is used to detect high CPU usage.
"""
if not sys.platform.startswith("darwin"):
return None
if not psutil:
return None
for proc in psutil.process_iter():
if proc.name != "Finder":
continue
if proc.username != getpass.getuser():
continue
# Try to isolate system finder as opposed to other "Finder"
# processes.
if not proc.exe.endswith("CoreServices/Finder.app/Contents/MacOS/Finder"):
continue
return proc.get_cpu_times()
return None
def have_high_finder_usage(self):
"""Determine whether there was high Finder CPU usage during the build.
Returns True if there was high Finder CPU usage, False if there wasn't,
or None if there is nothing to report.
"""
if not self._finder_start_cpu:
return None, None
# We only measure if the measured range is sufficiently long.
if self.elapsed < 15:
return None, None
if not self._finder_end_cpu:
return None, None
start = self._finder_start_cpu
end = self._finder_end_cpu
start_total = start.user + start.system
end_total = end.user + end.system
cpu_seconds = end_total - start_total
# If Finder used more than 25% of 1 core during the build, report an
# error.
finder_percent = cpu_seconds / self.elapsed * 100
return finder_percent > 25, finder_percent
def have_excessive_swapping(self):
"""Determine whether there was excessive swapping during the build.
Returns a tuple of (excessive, swap_in, swap_out). All values are None
if no swap information is available.
"""
if not self.have_resource_usage:
return None, None, None
swap_in = sum(m.swap.sin for m in self.resources.measurements)
swap_out = sum(m.swap.sout for m in self.resources.measurements)
# The threshold of 1024 MB has been arbitrarily chosen.
#
# Choosing a proper value that is ideal for everyone is hard. We will
# likely iterate on the logic until people are generally satisfied.
# If a value is too low, the eventual warning produced does not carry
# much meaning. If the threshold is too high, people may not see the
# warning and the warning will thus be ineffective.
excessive = swap_in > 512 * 1048576 or swap_out > 512 * 1048576
return excessive, swap_in, swap_out
@property
def have_resource_usage(self):
"""Whether resource usage is available."""
return self.resources.start_time is not None
def get_resource_usage(self):
""" Produce a data structure containing the low-level resource usage information.
This data structure can e.g. be serialized into JSON and saved for
subsequent analysis.
If no resource usage is available, None is returned.
"""
if not self.have_resource_usage:
return None
cpu_percent = self.resources.aggregate_cpu_percent(phase=None, per_cpu=False)
cpu_times = self.resources.aggregate_cpu_times(phase=None, per_cpu=False)
io = self.resources.aggregate_io(phase=None)
o = dict(
version=3,
argv=sys.argv,
start=self.start_time,
end=self.end_time,
duration=self.end_time - self.start_time,
resources=[],
cpu_percent=cpu_percent,
cpu_times=cpu_times,
io=io,
objects=self.build_objects,
)
o["tiers"] = self.tiers.tiered_resource_usage()
self.tiers.add_resource_fields_to_dict(o)
for usage in self.resources.range_usage():
cpu_percent = self.resources.aggregate_cpu_percent(usage.start, usage.end, per_cpu=False)
cpu_times = self.resources.aggregate_cpu_times(usage.start, usage.end, per_cpu=False)
entry = dict(start=usage.start, end=usage.end, virt=list(usage.virt), swap=list(usage.swap))
self.tiers.add_resources_to_dict(entry, start=usage.start, end=usage.end)
o["resources"].append(entry)
# If the imports for this file ran before the in-tree virtualenv
# was bootstrapped (for instance, for a clobber build in automation),
# psutil might not be available.
#
# Treat psutil as optional to avoid an outright failure to log resources
# TODO: it would be nice to collect data on the storage device as well
# in this case.
o["system"] = {}
if psutil:
o["system"].update(
dict(
logical_cpu_count=psutil.cpu_count(),
physical_cpu_count=psutil.cpu_count(logical=False),
swap_total=psutil.swap_memory()[0],
vmem_total=psutil.virtual_memory()[0],
)
)
return o
def log_resource_usage(self, usage):
"""Summarize the resource usage of this build in a log message."""
if not usage:
return
params = dict(
duration=self.end_time - self.start_time,
cpu_percent=usage["cpu_percent"],
io_read_bytes=usage["io"].read_bytes,
io_write_bytes=usage["io"].write_bytes,
io_read_time=usage["io"].read_time,
io_write_time=usage["io"].write_time,
)
message = (
"Overall system resources - Wall time: {duration:.0f}s; "
"CPU: {cpu_percent:.0f}%; "
"Read bytes: {io_read_bytes}; Write bytes: {io_write_bytes}; "
"Read time: {io_read_time}; Write time: {io_write_time}"
)
self.log(logging.WARNING, "resource_usage", params, message)
excessive, sin, sout = self.have_excessive_swapping()
if excessive is not None and (sin or sout):
sin /= 1048576
sout /= 1048576
self.log(logging.WARNING, "swap_activity", {"sin": sin, "sout": sout}, "Swap in/out (MB): {sin}/{sout}")
def ccache_stats(self):
ccache_stats = None
try:
ccache = which.which("ccache")
output = subprocess.check_output([ccache, "-s"])
ccache_stats = CCacheStats(output)
except which.WhichError:
pass
except ValueError as e:
self.log(logging.WARNING, "ccache", {"msg": str(e)}, "{msg}")
return ccache_stats
class BuildMonitor(MozbuildObject):
"""Monitors the output of the build."""
def init(self, warnings_path):
"""Create a new monitor.
warnings_path is a path of a warnings database to use.
"""
self._warnings_path = warnings_path
self.resources = SystemResourceMonitor(poll_interval=1.0)
self._resources_started = False
self.tiers = TierStatus(self.resources)
self.warnings_database = WarningsDatabase()
if os.path.exists(warnings_path):
try:
self.warnings_database.load_from_file(warnings_path)
except ValueError:
os.remove(warnings_path)
self._warnings_collector = WarningsCollector(
database=self.warnings_database, objdir=self.topobjdir)
def start(self):
"""Record the start of the build."""
self.start_time = time.time()
self._finder_start_cpu = self._get_finder_cpu_usage()
def start_resource_recording(self):
# This should be merged into start() once bug 892342 lands.
self.resources.start()
self._resources_started = True
def on_line(self, line):
"""Consume a line of output from the build system.
This will parse the line for state and determine whether more action is
needed.
Returns a BuildOutputResult instance.
In this named tuple, warning will be an object describing a new parsed
warning. Otherwise it will be None.
state_changed indicates whether the build system changed state with
this line. If the build system changed state, the caller may want to
query this instance for the current state in order to update UI, etc.
for_display is a boolean indicating whether the line is relevant to the
user. This is typically used to filter whether the line should be
presented to the user.
"""
if line.startswith('BUILDSTATUS'):
args = line.split()[1:]
action = args.pop(0)
update_needed = True
if action == 'TIERS':
self.tiers.set_tiers(args)
update_needed = False
elif action == 'TIER_START':
tier = args[0]
subtiers = args[1:]
self.tiers.begin_tier(tier, subtiers)
elif action == 'TIER_FINISH':
tier, = args
self.tiers.finish_tier(tier)
elif action == 'SUBTIER_START':
tier, subtier = args[0:2]
dirs = args[2:]
self.tiers.begin_subtier(tier, subtier, dirs)
elif action == 'SUBTIER_FINISH':
tier, subtier = args
self.tiers.finish_subtier(tier, subtier)
elif action == 'TIERDIR_START':
tier, subtier, d = args
self.tiers.begin_dir(tier, subtier, d)
elif action == 'TIERDIR_FINISH':
tier, subtier, d = args
self.tiers.finish_dir(tier, subtier, d)
else:
raise Exception('Unknown build status: %s' % action)
return BuildOutputResult(None, update_needed, False)
warning = None
try:
warning = self._warnings_collector.process_line(line)
except:
pass
return BuildOutputResult(warning, False, True)
def finish(self, record_usage=True):
"""Record the end of the build."""
self.end_time = time.time()
if self._resources_started:
self.resources.stop()
self._finder_end_cpu = self._get_finder_cpu_usage()
self.elapsed = self.end_time - self.start_time
self.warnings_database.prune()
self.warnings_database.save_to_file(self._warnings_path)
if not record_usage:
return
usage = self.record_resource_usage()
if not usage:
return
with open(self._get_state_filename('build_resources.json'), 'w') as fh:
json.dump(usage, fh, indent=2)
def _get_finder_cpu_usage(self):
"""Obtain the CPU usage of the Finder app on OS X.
This is used to detect high CPU usage.
"""
if not sys.platform.startswith('darwin'):
return None
if not psutil:
return None
for proc in psutil.process_iter():
if proc.name != 'Finder':
continue
if proc.username != getpass.getuser():
continue
# Try to isolate system finder as opposed to other "Finder"
# processes.
if not proc.exe.endswith(
'CoreServices/Finder.app/Contents/MacOS/Finder'):
continue
return proc.get_cpu_times()
return None
def have_high_finder_usage(self):
"""Determine whether there was high Finder CPU usage during the build.
Returns True if there was high Finder CPU usage, False if there wasn't,
or None if there is nothing to report.
"""
if not self._finder_start_cpu:
return None, None
# We only measure if the measured range is sufficiently long.
if self.elapsed < 15:
return None, None
if not self._finder_end_cpu:
return None, None
start = self._finder_start_cpu
end = self._finder_end_cpu
start_total = start.user + start.system
end_total = end.user + end.system
cpu_seconds = end_total - start_total
# If Finder used more than 25% of 1 core during the build, report an
# error.
finder_percent = cpu_seconds / self.elapsed * 100
return finder_percent > 25, finder_percent
@property
def have_resource_usage(self):
"""Whether resource usage is available."""
return self.resources.start_time is not None
def record_resource_usage(self):
"""Record the resource usage of this build.
We write a log message containing a high-level summary. We also produce
a data structure containing the low-level resource usage information.
This data structure can e.g. be serialized into JSON and saved for
subsequent analysis.
If no resource usage is available, None is returned.
"""
if not self.have_resource_usage:
return None
cpu_percent = self.resources.aggregate_cpu_percent(phase=None,
per_cpu=False)
cpu_times = self.resources.aggregate_cpu_times(phase=None,
per_cpu=False)
io = self.resources.aggregate_io(phase=None)
self._log_resource_usage('Overall system resources', 'resource_usage',
self.end_time - self.start_time, cpu_percent,
cpu_times, io)
o = dict(
version=1,
start=self.start_time,
end=self.end_time,
duration=self.end_time - self.start_time,
resources=[],
cpu_percent=cpu_percent,
cpu_times=cpu_times,
io=io,
)
o['tiers'] = self.tiers.tiered_resource_usage()
self.tiers.add_resource_fields_to_dict(o)
for usage in self.resources.range_usage():
cpu_percent = self.resources.aggregate_cpu_percent(usage.start,
usage.end,
per_cpu=False)
cpu_times = self.resources.aggregate_cpu_times(usage.start,
usage.end,
per_cpu=False)
entry = dict(
start=usage.start,
end=usage.end,
virt=list(usage.virt),
swap=list(usage.swap),
)
self.tiers.add_resources_to_dict(entry,
start=usage.start,
end=usage.end)
o['resources'].append(entry)
return o
def _log_resource_usage(self,
prefix,
m_type,
duration,
cpu_percent,
cpu_times,
io,
extra_params={}):
params = dict(
duration=duration,
cpu_percent=cpu_percent,
io_reads=io.read_count,
io_writes=io.write_count,
io_read_bytes=io.read_bytes,
io_write_bytes=io.write_bytes,
io_read_time=io.read_time,
io_write_time=io.write_time,
)
params.update(extra_params)
message = prefix + ' - Wall time: {duration:.0f}s; ' \
'CPU: {cpu_percent:.0f}%; ' \
'Read bytes: {io_read_bytes}; Write bytes: {io_write_bytes}; ' \
'Read time: {io_read_time}; Write time: {io_write_time}'
self.log(logging.WARNING, m_type, params, message)
class BuildMonitor(MozbuildObject):
"""Monitors the output of the build."""
def init(self, warnings_path):
"""Create a new monitor.
warnings_path is a path of a warnings database to use.
"""
self._warnings_path = warnings_path
self.resources = SystemResourceMonitor(poll_interval=1.0)
self._resources_started = False
self.tiers = TierStatus(self.resources)
self.warnings_database = WarningsDatabase()
if os.path.exists(warnings_path):
try:
self.warnings_database.load_from_file(warnings_path)
except ValueError:
os.remove(warnings_path)
self._warnings_collector = WarningsCollector(
database=self.warnings_database, objdir=self.topobjdir)
self.build_objects = []
def start(self):
"""Record the start of the build."""
self.start_time = time.time()
self._finder_start_cpu = self._get_finder_cpu_usage()
def start_resource_recording(self):
# This should be merged into start() once bug 892342 lands.
self.resources.start()
self._resources_started = True
def on_line(self, line):
"""Consume a line of output from the build system.
This will parse the line for state and determine whether more action is
needed.
Returns a BuildOutputResult instance.
In this named tuple, warning will be an object describing a new parsed
warning. Otherwise it will be None.
state_changed indicates whether the build system changed state with
this line. If the build system changed state, the caller may want to
query this instance for the current state in order to update UI, etc.
for_display is a boolean indicating whether the line is relevant to the
user. This is typically used to filter whether the line should be
presented to the user.
"""
if line.startswith('BUILDSTATUS'):
args = line.split()[1:]
action = args.pop(0)
update_needed = True
if action == 'TIERS':
self.tiers.set_tiers(args)
update_needed = False
elif action == 'TIER_START':
tier = args[0]
self.tiers.begin_tier(tier)
elif action == 'TIER_FINISH':
tier, = args
self.tiers.finish_tier(tier)
elif action == 'OBJECT_FILE':
self.build_objects.append(args[0])
update_needed = False
else:
raise Exception('Unknown build status: %s' % action)
return BuildOutputResult(None, update_needed, False)
warning = None
try:
warning = self._warnings_collector.process_line(line)
except:
pass
return BuildOutputResult(warning, False, True)
def stop_resource_recording(self):
if self._resources_started:
self.resources.stop()
self._resources_started = False
def finish(self, record_usage=True):
"""Record the end of the build."""
self.stop_resource_recording()
self.end_time = time.time()
self._finder_end_cpu = self._get_finder_cpu_usage()
self.elapsed = self.end_time - self.start_time
self.warnings_database.prune()
self.warnings_database.save_to_file(self._warnings_path)
if not record_usage:
return
try:
usage = self.get_resource_usage()
if not usage:
return
self.log_resource_usage(usage)
with open(self._get_state_filename('build_resources.json'),
'w') as fh:
json.dump(self.resources.as_dict(), fh, indent=2)
except Exception as e:
self.log(logging.WARNING, 'build_resources_error', {'msg': str(e)},
'Exception when writing resource usage file: {msg}')
def _get_finder_cpu_usage(self):
"""Obtain the CPU usage of the Finder app on OS X.
This is used to detect high CPU usage.
"""
if not sys.platform.startswith('darwin'):
return None
if not psutil:
return None
for proc in psutil.process_iter():
if proc.name != 'Finder':
continue
if proc.username != getpass.getuser():
continue
# Try to isolate system finder as opposed to other "Finder"
# processes.
if not proc.exe.endswith(
'CoreServices/Finder.app/Contents/MacOS/Finder'):
continue
return proc.get_cpu_times()
return None
def have_high_finder_usage(self):
"""Determine whether there was high Finder CPU usage during the build.
Returns True if there was high Finder CPU usage, False if there wasn't,
or None if there is nothing to report.
"""
if not self._finder_start_cpu:
return None, None
# We only measure if the measured range is sufficiently long.
if self.elapsed < 15:
return None, None
if not self._finder_end_cpu:
return None, None
start = self._finder_start_cpu
end = self._finder_end_cpu
start_total = start.user + start.system
end_total = end.user + end.system
cpu_seconds = end_total - start_total
# If Finder used more than 25% of 1 core during the build, report an
# error.
finder_percent = cpu_seconds / self.elapsed * 100
return finder_percent > 25, finder_percent
def have_excessive_swapping(self):
"""Determine whether there was excessive swapping during the build.
Returns a tuple of (excessive, swap_in, swap_out). All values are None
if no swap information is available.
"""
if not self.have_resource_usage:
return None, None, None
swap_in = sum(m.swap.sin for m in self.resources.measurements)
swap_out = sum(m.swap.sout for m in self.resources.measurements)
# The threshold of 1024 MB has been arbitrarily chosen.
#
# Choosing a proper value that is ideal for everyone is hard. We will
# likely iterate on the logic until people are generally satisfied.
# If a value is too low, the eventual warning produced does not carry
# much meaning. If the threshold is too high, people may not see the
# warning and the warning will thus be ineffective.
excessive = swap_in > 512 * 1048576 or swap_out > 512 * 1048576
return excessive, swap_in, swap_out
@property
def have_resource_usage(self):
"""Whether resource usage is available."""
return self.resources.start_time is not None
def get_resource_usage(self):
""" Produce a data structure containing the low-level resource usage information.
This data structure can e.g. be serialized into JSON and saved for
subsequent analysis.
If no resource usage is available, None is returned.
"""
if not self.have_resource_usage:
return None
cpu_percent = self.resources.aggregate_cpu_percent(phase=None,
per_cpu=False)
cpu_times = self.resources.aggregate_cpu_times(phase=None,
per_cpu=False)
io = self.resources.aggregate_io(phase=None)
o = dict(version=3,
argv=sys.argv,
start=self.start_time,
end=self.end_time,
duration=self.end_time - self.start_time,
resources=[],
cpu_percent=cpu_percent,
cpu_times=cpu_times,
io=io,
objects=self.build_objects)
o['tiers'] = self.tiers.tiered_resource_usage()
self.tiers.add_resource_fields_to_dict(o)
for usage in self.resources.range_usage():
cpu_percent = self.resources.aggregate_cpu_percent(usage.start,
usage.end,
per_cpu=False)
cpu_times = self.resources.aggregate_cpu_times(usage.start,
usage.end,
per_cpu=False)
entry = dict(
start=usage.start,
end=usage.end,
virt=list(usage.virt),
swap=list(usage.swap),
)
self.tiers.add_resources_to_dict(entry,
start=usage.start,
end=usage.end)
o['resources'].append(entry)
# If the imports for this file ran before the in-tree virtualenv
# was bootstrapped (for instance, for a clobber build in automation),
# psutil might not be available.
#
# Treat psutil as optional to avoid an outright failure to log resources
# TODO: it would be nice to collect data on the storage device as well
# in this case.
o['system'] = {}
if psutil:
o['system'].update(
dict(
logical_cpu_count=psutil.cpu_count(),
physical_cpu_count=psutil.cpu_count(logical=False),
swap_total=psutil.swap_memory()[0],
vmem_total=psutil.virtual_memory()[0],
))
return o
def log_resource_usage(self, usage):
"""Summarize the resource usage of this build in a log message."""
if not usage:
return
params = dict(
duration=self.end_time - self.start_time,
cpu_percent=usage['cpu_percent'],
io_read_bytes=usage['io'].read_bytes,
io_write_bytes=usage['io'].write_bytes,
io_read_time=usage['io'].read_time,
io_write_time=usage['io'].write_time,
)
message = 'Overall system resources - Wall time: {duration:.0f}s; ' \
'CPU: {cpu_percent:.0f}%; ' \
'Read bytes: {io_read_bytes}; Write bytes: {io_write_bytes}; ' \
'Read time: {io_read_time}; Write time: {io_write_time}'
self.log(logging.WARNING, 'resource_usage', params, message)
excessive, sin, sout = self.have_excessive_swapping()
if excessive is not None and (sin or sout):
sin /= 1048576
sout /= 1048576
self.log(logging.WARNING, 'swap_activity', {
'sin': sin,
'sout': sout
}, 'Swap in/out (MB): {sin}/{sout}')
def ccache_stats(self):
ccache_stats = None
try:
ccache = which.which('ccache')
output = subprocess.check_output([ccache, '-s'])
ccache_stats = CCacheStats(output)
except which.WhichError:
pass
except ValueError as e:
self.log(logging.WARNING, 'ccache', {'msg': str(e)}, '{msg}')
return ccache_stats
class ResourceMonitoringMixin(object):
"""Provides resource monitoring capabilities to scripts.
When this class is in the inheritance chain, resource usage stats of the
executing script will be recorded.
This class requires the VirtualenvMixin in order to install a package used
for recording resource usage.
While we would like to record resource usage for the entirety of a script,
since we require an external package, we can only record resource usage
after that package is installed (as part of creating the virtualenv).
That's just the way things have to be.
"""
def __init__(self, *args, **kwargs):
super(ResourceMonitoringMixin, self).__init__(*args, **kwargs)
self.register_virtualenv_module('psutil>=3.1.1', method='pip',
optional=True)
self.register_virtualenv_module('mozsystemmonitor==0.3',
method='pip', optional=True)
self._resource_monitor = None
@PostScriptAction('create-virtualenv')
def _start_resource_monitoring(self, action, success=None):
self.activate_virtualenv()
# Resource Monitor requires Python 2.7, however it's currently optional.
# Remove when all machines have had their Python version updated (bug 711299).
if sys.version_info[:2] < (2, 7):
self.warning('Resource monitoring will not be enabled! Python 2.7+ required.')
return
try:
from mozsystemmonitor.resourcemonitor import SystemResourceMonitor
self.info("Starting resource monitoring.")
self._resource_monitor = SystemResourceMonitor(poll_interval=1.0)
self._resource_monitor.start()
except Exception:
self.warning("Unable to start resource monitor: %s" %
traceback.format_exc())
@PreScriptAction
def _resource_record_pre_action(self, action):
# Resource monitor isn't available until after create-virtualenv.
if not self._resource_monitor:
return
self._resource_monitor.begin_phase(action)
@PostScriptAction
def _resource_record_post_action(self, action, success=None):
# Resource monitor isn't available until after create-virtualenv.
if not self._resource_monitor:
return
self._resource_monitor.finish_phase(action)
@PostScriptRun
def _resource_record_post_run(self):
if not self._resource_monitor:
return
# This should never raise an exception. This is a workaround until
# mozsystemmonitor is fixed. See bug 895388.
try:
self._resource_monitor.stop()
self._log_resource_usage()
# Upload a JSON file containing the raw resource data.
try:
upload_dir = self.query_abs_dirs()['abs_blob_upload_dir']
with open(os.path.join(upload_dir, 'resource-usage.json'), 'wb') as fh:
json.dump(self._resource_monitor.as_dict(), fh,
sort_keys=True, indent=4)
except (AttributeError, KeyError):
self.exception('could not upload resource usage JSON',
level=WARNING)
except Exception:
self.warning("Exception when reporting resource usage: %s" %
traceback.format_exc())
def _log_resource_usage(self):
rm = self._resource_monitor
if rm.start_time is None:
return
def resources(phase):
cpu_percent = rm.aggregate_cpu_percent(phase=phase, per_cpu=False)
cpu_times = rm.aggregate_cpu_times(phase=phase, per_cpu=False)
io = rm.aggregate_io(phase=phase)
swap_in = sum(m.swap.sin for m in rm.measurements)
swap_out = sum(m.swap.sout for m in rm.measurements)
return cpu_percent, cpu_times, io, (swap_in, swap_out)
def log_usage(prefix, duration, cpu_percent, cpu_times, io):
message = '{prefix} - Wall time: {duration:.0f}s; ' \
'CPU: {cpu_percent}; ' \
'Read bytes: {io_read_bytes}; Write bytes: {io_write_bytes}; ' \
'Read time: {io_read_time}; Write time: {io_write_time}'
# XXX Some test harnesses are complaining about a string being
# being fed into a 'f' formatter. This will help diagnose the
# issue.
cpu_percent_str = str(round(cpu_percent)) + '%' if cpu_percent else "Can't collect data"
try:
self.info(
message.format(
prefix=prefix, duration=duration,
cpu_percent=cpu_percent_str, io_read_bytes=io.read_bytes,
io_write_bytes=io.write_bytes, io_read_time=io.read_time,
io_write_time=io.write_time
)
)
except ValueError:
self.warning("Exception when formatting: %s" %
traceback.format_exc())
cpu_percent, cpu_times, io, (swap_in, swap_out) = resources(None)
duration = rm.end_time - rm.start_time
log_usage('Total resource usage', duration, cpu_percent, cpu_times, io)
# Print special messages so usage shows up in Treeherder.
if cpu_percent:
self._tinderbox_print('CPU usage<br/>{:,.1f}%'.format(
cpu_percent))
self._tinderbox_print('I/O read bytes / time<br/>{:,} / {:,}'.format(
io.read_bytes, io.read_time))
self._tinderbox_print('I/O write bytes / time<br/>{:,} / {:,}'.format(
io.write_bytes, io.write_time))
# Print CPU components having >1%. "cpu_times" is a data structure
# whose attributes are measurements. Ideally we'd have an API that
# returned just the measurements as a dict or something.
cpu_attrs = []
for attr in sorted(dir(cpu_times)):
if attr.startswith('_'):
continue
if attr in ('count', 'index'):
continue
cpu_attrs.append(attr)
cpu_total = sum(getattr(cpu_times, attr) for attr in cpu_attrs)
for attr in cpu_attrs:
value = getattr(cpu_times, attr)
percent = value / cpu_total * 100.0
if percent > 1.00:
self._tinderbox_print('CPU {}<br/>{:,.1f} ({:,.1f}%)'.format(
attr, value, percent))
# Swap on Windows isn't reported by psutil.
if not self._is_windows():
self._tinderbox_print('Swap in / out<br/>{:,} / {:,}'.format(
swap_in, swap_out))
for phase in rm.phases.keys():
start_time, end_time = rm.phases[phase]
cpu_percent, cpu_times, io, swap = resources(phase)
log_usage(phase, end_time - start_time, cpu_percent, cpu_times, io)
def _tinderbox_print(self, message):
self.info('TinderboxPrint: %s' % message)
def test_as_dict(self):
monitor = SystemResourceMonitor(poll_interval=0.25)
monitor.start()
time.sleep(0.1)
monitor.begin_phase('phase1')
monitor.record_event('foo')
time.sleep(0.1)
monitor.begin_phase('phase2')
monitor.record_event('bar')
time.sleep(0.2)
monitor.finish_phase('phase1')
time.sleep(0.2)
monitor.finish_phase('phase2')
time.sleep(0.4)
monitor.stop()
d = monitor.as_dict()
self.assertEqual(d['version'], 2)
self.assertEqual(len(d['events']), 2)
self.assertEqual(len(d['phases']), 2)
self.assertIn('system', d)
self.assertIsInstance(d['system'], dict)
self.assertIsInstance(d['overall'], dict)
self.assertIn('duration', d['overall'])
self.assertIn('cpu_times', d['overall'])
def test_as_dict(self):
monitor = SystemResourceMonitor(poll_interval=0.25)
monitor.start()
time.sleep(0.1)
monitor.begin_phase('phase1')
monitor.record_event('foo')
time.sleep(0.1)
monitor.begin_phase('phase2')
monitor.record_event('bar')
time.sleep(0.2)
monitor.finish_phase('phase1')
time.sleep(0.2)
monitor.finish_phase('phase2')
time.sleep(0.4)
monitor.stop()
d = monitor.as_dict()
self.assertEqual(d['version'], 2)
self.assertEqual(len(d['events']), 2)
self.assertEqual(len(d['phases']), 2)
self.assertIn('system', d)
self.assertIsInstance(d['system'], dict)
self.assertIsInstance(d['overall'], dict)
self.assertIn('duration', d['overall'])
self.assertIn('cpu_times', d['overall'])
class ResourceMonitoringMixin(PerfherderResourceOptionsMixin):
"""Provides resource monitoring capabilities to scripts.
When this class is in the inheritance chain, resource usage stats of the
executing script will be recorded.
This class requires the VirtualenvMixin in order to install a package used
for recording resource usage.
While we would like to record resource usage for the entirety of a script,
since we require an external package, we can only record resource usage
after that package is installed (as part of creating the virtualenv).
That's just the way things have to be.
"""
def __init__(self, *args, **kwargs):
super(ResourceMonitoringMixin, self).__init__(*args, **kwargs)
self.register_virtualenv_module('psutil>=3.1.1', method='pip',
optional=True)
self.register_virtualenv_module('mozsystemmonitor==0.3',
method='pip', optional=True)
self.register_virtualenv_module('jsonschema==2.5.1',
method='pip')
# explicitly install functools32, because some slaves aren't using
# a version of pip recent enough to install it automatically with
# jsonschema (which depends on it)
# https://github.com/Julian/jsonschema/issues/233
self.register_virtualenv_module('functools32==3.2.3-2',
method='pip')
self._resource_monitor = None
# 2-tuple of (name, options) to assign Perfherder resource monitor
# metrics to. This needs to be assigned by a script in order for
# Perfherder metrics to be reported.
self.resource_monitor_perfherder_id = None
@PostScriptAction('create-virtualenv')
def _start_resource_monitoring(self, action, success=None):
self.activate_virtualenv()
# Resource Monitor requires Python 2.7, however it's currently optional.
# Remove when all machines have had their Python version updated (bug 711299).
if sys.version_info[:2] < (2, 7):
self.warning('Resource monitoring will not be enabled! Python 2.7+ required.')
return
try:
from mozsystemmonitor.resourcemonitor import SystemResourceMonitor
self.info("Starting resource monitoring.")
self._resource_monitor = SystemResourceMonitor(poll_interval=1.0)
self._resource_monitor.start()
except Exception:
self.warning("Unable to start resource monitor: %s" %
traceback.format_exc())
@PreScriptAction
def _resource_record_pre_action(self, action):
# Resource monitor isn't available until after create-virtualenv.
if not self._resource_monitor:
return
self._resource_monitor.begin_phase(action)
@PostScriptAction
def _resource_record_post_action(self, action, success=None):
# Resource monitor isn't available until after create-virtualenv.
if not self._resource_monitor:
return
self._resource_monitor.finish_phase(action)
@PostScriptRun
def _resource_record_post_run(self):
if not self._resource_monitor:
return
# This should never raise an exception. This is a workaround until
# mozsystemmonitor is fixed. See bug 895388.
try:
self._resource_monitor.stop()
self._log_resource_usage()
# Upload a JSON file containing the raw resource data.
try:
upload_dir = self.query_abs_dirs()['abs_blob_upload_dir']
if not os.path.exists(upload_dir):
os.makedirs(upload_dir)
with open(os.path.join(upload_dir, 'resource-usage.json'), 'wb') as fh:
json.dump(self._resource_monitor.as_dict(), fh,
sort_keys=True, indent=4)
except (AttributeError, KeyError):
self.exception('could not upload resource usage JSON',
level=WARNING)
except Exception:
self.warning("Exception when reporting resource usage: %s" %
traceback.format_exc())
def _log_resource_usage(self):
# Delay import because not available until virtualenv is populated.
import jsonschema
rm = self._resource_monitor
if rm.start_time is None:
return
def resources(phase):
cpu_percent = rm.aggregate_cpu_percent(phase=phase, per_cpu=False)
cpu_times = rm.aggregate_cpu_times(phase=phase, per_cpu=False)
io = rm.aggregate_io(phase=phase)
swap_in = sum(m.swap.sin for m in rm.measurements)
swap_out = sum(m.swap.sout for m in rm.measurements)
return cpu_percent, cpu_times, io, (swap_in, swap_out)
def log_usage(prefix, duration, cpu_percent, cpu_times, io):
message = '{prefix} - Wall time: {duration:.0f}s; ' \
'CPU: {cpu_percent}; ' \
'Read bytes: {io_read_bytes}; Write bytes: {io_write_bytes}; ' \
'Read time: {io_read_time}; Write time: {io_write_time}'
# XXX Some test harnesses are complaining about a string being
# being fed into a 'f' formatter. This will help diagnose the
# issue.
cpu_percent_str = str(round(cpu_percent)) + '%' if cpu_percent else "Can't collect data"
try:
self.info(
message.format(
prefix=prefix, duration=duration,
cpu_percent=cpu_percent_str, io_read_bytes=io.read_bytes,
io_write_bytes=io.write_bytes, io_read_time=io.read_time,
io_write_time=io.write_time
)
)
except ValueError:
self.warning("Exception when formatting: %s" %
traceback.format_exc())
cpu_percent, cpu_times, io, (swap_in, swap_out) = resources(None)
duration = rm.end_time - rm.start_time
# Write out Perfherder data if configured.
if self.resource_monitor_perfherder_id:
perfherder_name, perfherder_options = self.resource_monitor_perfherder_id
suites = []
overall = []
if cpu_percent:
overall.append({
'name': 'cpu_percent',
'value': cpu_percent,
})
overall.extend([
{'name': 'io_write_bytes', 'value': io.write_bytes},
{'name': 'io.read_bytes', 'value': io.read_bytes},
{'name': 'io_write_time', 'value': io.write_time},
{'name': 'io_read_time', 'value': io.read_time},
])
suites.append({
'name': '%s.overall' % perfherder_name,
'extraOptions': perfherder_options + self.perfherder_resource_options(),
'subtests': overall,
})
for phase in rm.phases.keys():
phase_duration = rm.phases[phase][1] - rm.phases[phase][0]
subtests = [
{
'name': 'time',
'value': phase_duration,
}
]
cpu_percent = rm.aggregate_cpu_percent(phase=phase,
per_cpu=False)
if cpu_percent is not None:
subtests.append({
'name': 'cpu_percent',
'value': rm.aggregate_cpu_percent(phase=phase,
per_cpu=False),
})
# We don't report I/O during each step because measured I/O
# is system I/O and that I/O can be delayed (e.g. writes will
# buffer before being flushed and recorded in our metrics).
suites.append({
'name': '%s.%s' % (perfherder_name, phase),
'subtests': subtests,
})
data = {
'framework': {'name': 'job_resource_usage'},
'suites': suites,
}
schema_path = os.path.join(external_tools_path,
'performance-artifact-schema.json')
with open(schema_path, 'rb') as fh:
schema = json.load(fh)
# this will throw an exception that causes the job to fail if the
# perfherder data is not valid -- please don't change this
# behaviour, otherwise people will inadvertently break this
# functionality
self.info('Validating Perfherder data against %s' % schema_path)
jsonschema.validate(data, schema)
self.info('PERFHERDER_DATA: %s' % json.dumps(data))
log_usage('Total resource usage', duration, cpu_percent, cpu_times, io)
# Print special messages so usage shows up in Treeherder.
if cpu_percent:
self._tinderbox_print('CPU usage<br/>{:,.1f}%'.format(
cpu_percent))
self._tinderbox_print('I/O read bytes / time<br/>{:,} / {:,}'.format(
io.read_bytes, io.read_time))
self._tinderbox_print('I/O write bytes / time<br/>{:,} / {:,}'.format(
io.write_bytes, io.write_time))
# Print CPU components having >1%. "cpu_times" is a data structure
# whose attributes are measurements. Ideally we'd have an API that
# returned just the measurements as a dict or something.
cpu_attrs = []
for attr in sorted(dir(cpu_times)):
if attr.startswith('_'):
continue
if attr in ('count', 'index'):
continue
cpu_attrs.append(attr)
cpu_total = sum(getattr(cpu_times, attr) for attr in cpu_attrs)
for attr in cpu_attrs:
value = getattr(cpu_times, attr)
# cpu_total can be 0.0. Guard against division by 0.
percent = value / cpu_total * 100.0 if cpu_total else 0.0
if percent > 1.00:
self._tinderbox_print('CPU {}<br/>{:,.1f} ({:,.1f}%)'.format(
attr, value, percent))
# Swap on Windows isn't reported by psutil.
if not self._is_windows():
self._tinderbox_print('Swap in / out<br/>{:,} / {:,}'.format(
swap_in, swap_out))
for phase in rm.phases.keys():
start_time, end_time = rm.phases[phase]
cpu_percent, cpu_times, io, swap = resources(phase)
log_usage(phase, end_time - start_time, cpu_percent, cpu_times, io)
def _tinderbox_print(self, message):
self.info('TinderboxPrint: %s' % message)
def test_as_dict(self):
monitor = SystemResourceMonitor(poll_interval=0.25)
monitor.start()
time.sleep(0.1)
monitor.begin_phase('phase1')
monitor.record_event('foo')
time.sleep(0.1)
monitor.begin_phase('phase2')
monitor.record_event('bar')
time.sleep(0.2)
monitor.finish_phase('phase1')
time.sleep(0.2)
monitor.finish_phase('phase2')
time.sleep(0.4)
monitor.stop()
d = monitor.as_dict()
self.assertEqual(d['version'], 1)
self.assertEqual(len(d['events']), 2)
self.assertEqual(len(d['phases']), 2)
class BuildMonitor(MozbuildObject):
"""Monitors the output of the build."""
def init(self, warnings_path):
"""Create a new monitor.
warnings_path is a path of a warnings database to use.
"""
self._warnings_path = warnings_path
self.resources = SystemResourceMonitor(poll_interval=1.0)
self._resources_started = False
self.tiers = TierStatus(self.resources)
self.warnings_database = WarningsDatabase()
if os.path.exists(warnings_path):
try:
self.warnings_database.load_from_file(warnings_path)
except ValueError:
os.remove(warnings_path)
self._warnings_collector = WarningsCollector(
database=self.warnings_database, objdir=self.topobjdir)
def start(self):
"""Record the start of the build."""
self.start_time = time.time()
self._finder_start_cpu = self._get_finder_cpu_usage()
def start_resource_recording(self):
# This should be merged into start() once bug 892342 lands.
self.resources.start()
self._resources_started = True
def on_line(self, line):
"""Consume a line of output from the build system.
This will parse the line for state and determine whether more action is
needed.
Returns a BuildOutputResult instance.
In this named tuple, warning will be an object describing a new parsed
warning. Otherwise it will be None.
state_changed indicates whether the build system changed state with
this line. If the build system changed state, the caller may want to
query this instance for the current state in order to update UI, etc.
for_display is a boolean indicating whether the line is relevant to the
user. This is typically used to filter whether the line should be
presented to the user.
"""
if line.startswith('BUILDSTATUS'):
args = line.split()[1:]
action = args.pop(0)
update_needed = True
if action == 'TIERS':
self.tiers.set_tiers(args)
update_needed = False
elif action == 'TIER_START':
tier = args[0]
self.tiers.begin_tier(tier)
elif action == 'TIER_FINISH':
tier, = args
self.tiers.finish_tier(tier)
else:
raise Exception('Unknown build status: %s' % action)
return BuildOutputResult(None, update_needed, False)
warning = None
try:
warning = self._warnings_collector.process_line(line)
except:
pass
return BuildOutputResult(warning, False, True)
def finish(self, record_usage=True):
"""Record the end of the build."""
self.end_time = time.time()
if self._resources_started:
self.resources.stop()
self._finder_end_cpu = self._get_finder_cpu_usage()
self.elapsed = self.end_time - self.start_time
self.warnings_database.prune()
self.warnings_database.save_to_file(self._warnings_path)
if not record_usage:
return
try:
usage = self.record_resource_usage()
if not usage:
return
with open(self._get_state_filename('build_resources.json'), 'w') as fh:
json.dump(usage, fh, indent=2)
except Exception as e:
self.log(logging.WARNING, 'build_resources_error',
{'msg': str(e)},
'Exception when writing resource usage file: {msg}')
def _get_finder_cpu_usage(self):
"""Obtain the CPU usage of the Finder app on OS X.
This is used to detect high CPU usage.
"""
if not sys.platform.startswith('darwin'):
return None
if not psutil:
return None
for proc in psutil.process_iter():
if proc.name != 'Finder':
continue
if proc.username != getpass.getuser():
continue
# Try to isolate system finder as opposed to other "Finder"
# processes.
if not proc.exe.endswith('CoreServices/Finder.app/Contents/MacOS/Finder'):
continue
return proc.get_cpu_times()
return None
def have_high_finder_usage(self):
"""Determine whether there was high Finder CPU usage during the build.
Returns True if there was high Finder CPU usage, False if there wasn't,
or None if there is nothing to report.
"""
if not self._finder_start_cpu:
return None, None
# We only measure if the measured range is sufficiently long.
if self.elapsed < 15:
return None, None
if not self._finder_end_cpu:
return None, None
start = self._finder_start_cpu
end = self._finder_end_cpu
start_total = start.user + start.system
end_total = end.user + end.system
cpu_seconds = end_total - start_total
# If Finder used more than 25% of 1 core during the build, report an
# error.
finder_percent = cpu_seconds / self.elapsed * 100
return finder_percent > 25, finder_percent
def have_excessive_swapping(self):
"""Determine whether there was excessive swapping during the build.
Returns a tuple of (excessive, swap_in, swap_out). All values are None
if no swap information is available.
"""
if not self.have_resource_usage:
return None, None, None
swap_in = sum(m.swap.sin for m in self.resources.measurements)
swap_out = sum(m.swap.sout for m in self.resources.measurements)
# The threshold of 1024 MB has been arbitrarily chosen.
#
# Choosing a proper value that is ideal for everyone is hard. We will
# likely iterate on the logic until people are generally satisfied.
# If a value is too low, the eventual warning produced does not carry
# much meaning. If the threshold is too high, people may not see the
# warning and the warning will thus be ineffective.
excessive = swap_in > 512 * 1048576 or swap_out > 512 * 1048576
return excessive, swap_in, swap_out
@property
def have_resource_usage(self):
"""Whether resource usage is available."""
return self.resources.start_time is not None
def record_resource_usage(self):
"""Record the resource usage of this build.
We write a log message containing a high-level summary. We also produce
a data structure containing the low-level resource usage information.
This data structure can e.g. be serialized into JSON and saved for
subsequent analysis.
If no resource usage is available, None is returned.
"""
if not self.have_resource_usage:
return None
cpu_percent = self.resources.aggregate_cpu_percent(phase=None,
per_cpu=False)
cpu_times = self.resources.aggregate_cpu_times(phase=None,
per_cpu=False)
io = self.resources.aggregate_io(phase=None)
self._log_resource_usage('Overall system resources', 'resource_usage',
self.end_time - self.start_time, cpu_percent, cpu_times, io)
excessive, sin, sout = self.have_excessive_swapping()
if excessive is not None and (sin or sout):
sin /= 1048576
sout /= 1048576
self.log(logging.WARNING, 'swap_activity',
{'sin': sin, 'sout': sout},
'Swap in/out (MB): {sin}/{sout}')
o = dict(
version=1,
start=self.start_time,
end=self.end_time,
duration=self.end_time - self.start_time,
resources=[],
cpu_percent=cpu_percent,
cpu_times=cpu_times,
io=io,
)
o['tiers'] = self.tiers.tiered_resource_usage()
self.tiers.add_resource_fields_to_dict(o)
for usage in self.resources.range_usage():
cpu_percent = self.resources.aggregate_cpu_percent(usage.start,
usage.end, per_cpu=False)
cpu_times = self.resources.aggregate_cpu_times(usage.start,
usage.end, per_cpu=False)
entry = dict(
start=usage.start,
end=usage.end,
virt=list(usage.virt),
swap=list(usage.swap),
)
self.tiers.add_resources_to_dict(entry, start=usage.start,
end=usage.end)
o['resources'].append(entry)
return o
def _log_resource_usage(self, prefix, m_type, duration, cpu_percent,
cpu_times, io, extra_params={}):
params = dict(
duration=duration,
cpu_percent=cpu_percent,
io_reads=io.read_count,
io_writes=io.write_count,
io_read_bytes=io.read_bytes,
io_write_bytes=io.write_bytes,
io_read_time=io.read_time,
io_write_time=io.write_time,
)
params.update(extra_params)
message = prefix + ' - Wall time: {duration:.0f}s; ' \
'CPU: {cpu_percent:.0f}%; ' \
'Read bytes: {io_read_bytes}; Write bytes: {io_write_bytes}; ' \
'Read time: {io_read_time}; Write time: {io_write_time}'
self.log(logging.WARNING, m_type, params, message)
def test_as_dict(self):
monitor = SystemResourceMonitor(poll_interval=0.25)
monitor.start()
time.sleep(0.1)
monitor.begin_phase("phase1")
monitor.record_event("foo")
time.sleep(0.1)
monitor.begin_phase("phase2")
monitor.record_event("bar")
time.sleep(0.2)
monitor.finish_phase("phase1")
time.sleep(0.2)
monitor.finish_phase("phase2")
time.sleep(0.4)
monitor.stop()
d = monitor.as_dict()
self.assertEqual(d["version"], 2)
self.assertEqual(len(d["events"]), 2)
self.assertEqual(len(d["phases"]), 2)
self.assertIn("system", d)
self.assertIsInstance(d["system"], dict)
self.assertIsInstance(d["overall"], dict)
self.assertIn("duration", d["overall"])
self.assertIn("cpu_times", d["overall"])