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instrument/schedstats: Add instrument for schedstats
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This instrument collects snapshots of the CPU/sched_domain scheduler
statistics in /proc/schedstat, and reports a Measure for each of
them. It currently doesn't support the per-task stats reported in
/proc/<pid>/schedstat, and it ignores the additional EAS schedstats
reported by Android kernels.

The measures are named according to the corresponding identifiers in
the kernel source code. Although This might appear to be an obscure
way to refer to them, the information in /proc/schedstats is not
going to be any use to anyone who doesn't have the kernel code
handy. There is an English description in
Documentation/scheduler/sched-stats.txt but it can only really be
considered a reference for those who already understand the
scheduler.

Some of the measures are representing time intervals, but their units
are jiffies, the meaning of which depends on the kernel
configuration. Therefore no units are reported for the measurements.
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Brendan Jackman committed Dec 1, 2017
1 parent 857edbd commit 9e16a6b
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1 change: 1 addition & 0 deletions devlib/__init__.py
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from devlib.instrument.monsoon import MonsoonInstrument
from devlib.instrument.netstats import NetstatsInstrument
from devlib.instrument.gem5power import Gem5PowerInstrument
from devlib.instrument.schedstats import SchedstatsInstrument

from devlib.derived import DerivedMeasurements, DerivedMetric
from devlib.derived.energy import DerivedEnergyMeasurements
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225 changes: 225 additions & 0 deletions devlib/instrument/schedstats.py
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# Copyright 2017 ARM Limited
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#

from collections import OrderedDict
import logging
import re

from devlib.instrument import (Instrument, INSTANTANEOUS,
Measurement, MeasurementType)
from devlib.exception import TargetError

# Each entry in schedstats has a space-separated list of fields. DOMAIN_MEASURES
# and CPU_MEASURES are the fields for domain entries and CPU entries
# resepectively.
#
# See kernel/sched/stat.c and Documentation/scheduler/sched-stats.txt
#
# The names used here are based on the identifiers in the scheduler code.

# Some domain fields are repeated for each idle type
DOMAIN_MEASURES = []
for idle_type in ['CPU_IDLE', 'CPU_NOT_IDLE', 'CPU_NEWLY_IDLE']:
for lb_measure in [
'lb_count',
'lb_balanced',
'lb_failed',
'lb_imbalance',
'lb_gained',
'lb_hot_gained',
'lb_nobusyq',
'lb_nobusyg']:
DOMAIN_MEASURES.append('{}:{}'.format(lb_measure, idle_type))

DOMAIN_MEASURES += [
'alb_count',
'alb_failed',
'alb_pushed',
'sbe_count',
'sbe_balanced',
'sbe_pushed',
'sbf_count',
'sbf_balanced',
'sbf_pushed',
'ttwu_wake_remote',
'ttwu_move_affine',
'ttwu_move_balance'
]

CPU_MEASURES = [
'yld_count',
'legacy_always_zero',
'schedule_count',
'sched_goidle',
'ttwu_count',
'ttwu_local',
'rq_cpu_time',
'run_delay',
'pcount'
]

class SchedstatsInstrument(Instrument):
"""
An instrument for parsing Linux's schedstats
Creates a *site* for each CPU and each sched_domain (i.e. for each line of
/proc/schedstat), and a *channel* for each item in the schedstats file. For
example a *site* named "cpu0" will be created for the scheduler stats on
CPU0 and a *site* named "cpu0domain0" will be created for the scheduler
stats on CPU0's first-level scheduling domain.
For example:
- If :method:`reset` is called with ``sites=['cpu0']`` then all
stats will be collected for CPU0's runqueue, with a channel for each
statistic.
- If :method:`reset` is called with ``kinds=['alb_pushed']`` then the count
of migrations successfully triggered by active_load_balance will be
collected for each sched domain, with a channel for each domain.
The measurements are named according to corresponding identifiers in the
kernel scheduler code. The names for ``sched_domain.lb_*`` stats, which are
recorded per ``cpu_idle_type`` are suffixed with a ':' followed by the idle
type, for example ``'lb_balanced:CPU_NEWLY_IDLE'``.
Only supports schedstats version 15.
Only supports the CPU and domain data in /proc/schedstat, not the per-task
data under /proc/<pid>/schedstat.
"""

mode = INSTANTANEOUS

sysctl_path = '/proc/sys/kernel/sched_schedstats'
schedstat_path = '/proc/schedstat'

def __init__(self, *args, **kwargs):
super(SchedstatsInstrument, self).__init__(*args, **kwargs)
self.logger = logging.getLogger(self.__class__.__name__)

# Check schedstats is present in the kernel and the format version
# matches what we can parse.
try:
lines = self.target.read_value(self.schedstat_path).splitlines()
except TargetError:
if not self.target.file_exists(self.schedstat_path):
raise TargetError('schedstats not supported by target. '
'Ensure CONFIG_SCHEDSTATS is enabled.')
raise

match = re.search(r'version ([0-9]+)', lines[0])
if not match or match.group(1) != '15':
raise TargetError(
'Unsupported schedstat version "{}" - only version 15 is supported'
.format(lines[0]))

self._ensure_schedstats_enabled()

# Take a sample of the schedstat file to figure out which channels to
# create.
# We'll create a site for each CPU and a site for each sched_domain.
for site, measures in self._get_sample().iteritems():
if site.startswith('cpu'):
measurement_category = 'schedstat_cpu'
else:
measurement_category = 'schedstat_domain'

for measurement_name in measures.keys():
measurement_type = MeasurementType(
measurement_name, '', measurement_category)
self.add_channel(site=site,
measure=measurement_type)

def _ensure_schedstats_enabled(self):
# On 4.6+ kernels, schedstats needs to be enabled via kernel cmdline or
# sysctl. If not, we'll just get a load of zeroes.
self.old_sysctl_value = None
if self.target.kernel_version.parts >= (4, 6):
if self.target.file_exists(self.sysctl_path):
self.old_sysctl_value = self.target.read_int(self.sysctl_path)
self.target.write_value(self.sysctl_path, 1)
else:
try:
cmdline = self.target.read_value('/proc/cmdline')
except TargetError:
raise TargetError(
"Couldn't verify that schedstats is enabled. "
"Enabling CONFIG_PROC_SYSCTL will probably help")
if "schedstats=enable" not in cmdline:
raise TargetError(
"schedstats is compiled into the kernel but not enabled at runtime. "
"Enable CONFIG_PROC_SYSCTL or add schedstats=enable to the cmdline.")
def teardown(self):
if self.old_sysctl_value is not None:
self.target.write_value(self.sysctl_path, self.old_sysctl_value)

def _get_sample(self):
lines = self.target.read_value(self.schedstat_path).splitlines()
ret = OrderedDict()

# Example /proc/schedstat contents:
#
# version 15
# timestamp <timestamp>
# cpu0 <cpu fields>
# domain0 <domain fields>
# domain1 <domain fields>
# cpu1 <cpu_fields>
# domain0 <domain fields>
# domain1 <domain fields>

curr_cpu = None
for line in lines[2:]:
tokens = line.split()
if tokens[0].startswith('cpu'):
curr_cpu = tokens[0]
site = curr_cpu
measures = CPU_MEASURES
tokens = tokens[1:]
elif tokens[0].startswith('domain'):
if not curr_cpu:
raise TargetError(
'Failed to parse schedstats, found domain before CPU')
# We'll name the site for the domain like "cpu0domain0"
site = curr_cpu + tokens[0]
measures = DOMAIN_MEASURES
tokens = tokens[2:]
elif tokens[0] == 'eas':
# This line is added by EAS features. We don't yet parse it as
# it might not be stable.
continue
else:
self.logger.warning(
'Unrecognised schedstats line: "%s', line)
continue

values = [int(t) for t in tokens]
if len(values) != len(measures):
raise TargetError(
'Unexpected length for schedstat line "%s"', line)
ret[site] = OrderedDict(zip(measures, values))

return ret

def take_measurement(self):
ret = []
sample = self._get_sample()

for channel in self.active_channels:
value = sample[channel.site][channel.kind]
ret.append(Measurement(value, channel))

return ret

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