gem5/util/stats/stats.py
Jason Lowe-Power 87b9f0b87b misc: Update #!env calls for python to explicit version
In some newer Linux distributions, env python default to Python 3.0. This
patch explicitly uses "python2" instead of just "python" for all scripts
that use #!

Reported-by: Sanchayan Maity <maitysanchayan@gmail.com>
Signed-off-by: Jason Lowe-Power <jason@lowepower.com>
2017-02-10 10:00:18 -05:00

486 lines
14 KiB
Python
Executable file

#!/usr/bin/env python2
# Copyright (c) 2003-2004 The Regents of The University of Michigan
# All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are
# met: redistributions of source code must retain the above copyright
# notice, this list of conditions and the following disclaimer;
# redistributions in binary form must reproduce the above copyright
# notice, this list of conditions and the following disclaimer in the
# documentation and/or other materials provided with the distribution;
# neither the name of the copyright holders nor the names of its
# contributors may be used to endorse or promote products derived from
# this software without specific prior written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
#
# Authors: Nathan Binkert
import re, sys, math
def usage():
print '''\
Usage: %s [-E] [-F] [ -G <get> ] [-d <db> ] [-g <graphdir> ] [-h <host>] [-p]
[-s <system>] [-r <runs> ] [-T <samples>] [-u <username>]
<command> [command args]
commands extra parameters description
----------- ------------------ ---------------------------------------
formula <formula> Evaluated formula specified
formulas [regex] List formulas (only matching regex)
runs none List all runs in database
samples none List samples present in database
stability <pairnum> <stats> Calculated statistical info about stats
stat <regex> Show stat data (only matching regex)
stats [regex] List all stats (only matching regex)
database <command> Where command is drop, init, or clean
''' % sys.argv[0]
sys.exit(1)
def getopts(list, flags):
import getopt
try:
opts, args = getopt.getopt(list, flags)
except getopt.GetoptError:
usage()
return opts, args
class CommandException(Exception):
pass
def commands(options, command, args):
if command == 'database':
if len(args) == 0: raise CommandException
import dbinit
mydb = dbinit.MyDB(options)
if args[0] == 'drop':
if len(args) > 2: raise CommandException
mydb.admin()
mydb.drop()
if len(args) == 2 and args[1] == 'init':
mydb.create()
mydb.connect()
mydb.populate()
mydb.close()
return
if args[0] == 'init':
if len(args) > 1: raise CommandException
mydb.admin()
mydb.create()
mydb.connect()
mydb.populate()
mydb.close()
return
if args[0] == 'clean':
if len(args) > 1: raise CommandException
mydb.connect()
mydb.clean()
return
raise CommandException
import db
source = db.Database()
source.host = options.host
source.db = options.db
source.passwd = options.passwd
source.user = options.user
source.connect()
#source.update_dict(globals())
if type(options.method) is str:
source.method = options.method
if options.runs is None:
runs = source.allRuns
else:
rx = re.compile(options.runs)
runs = []
for run in source.allRuns:
if rx.match(run.name):
runs.append(run)
if command == 'runs':
user = None
opts, args = getopts(args, '-u')
if len(args):
raise CommandException
for o,a in opts:
if o == '-u':
user = a
source.listRuns(user)
return
if command == 'stats':
if len(args) == 0:
source.listStats()
elif len(args) == 1:
source.listStats(args[0])
else:
raise CommandException
return
if command == 'formulas':
if len(args) == 0:
source.listFormulas()
elif len(args) == 1:
source.listFormulas(args[0])
else:
raise CommandException
return
if command == 'samples':
if len(args):
raise CommandException
source.listTicks(runs)
return
if command == 'stability':
if len(args) < 2:
raise CommandException
try:
merge = int(args[0])
except ValueError:
usage()
stats = source.getStat(args[1])
source.method = 'sum'
def disp(*args):
print "%-35s %12s %12s %4s %5s %5s %5s %10s" % args
# temporary variable containing a bunch of dashes
d = '-' * 100
#loop through all the stats selected
for stat in stats:
print "%s:" % stat.name
disp("run name", "average", "stdev", ">10%", ">1SDV", ">2SDV",
"SAMP", "CV")
disp(d[:35], d[:12], d[:12], d[:4], d[:5], d[:5], d[:5], d[:10])
#loop through all the selected runs
for run in runs:
runTicks = source.retTicks([ run ])
#throw away the first one, it's 0
runTicks.pop(0)
source.ticks = runTicks
avg = 0
stdev = 0
numoutsideavg = 0
numoutside1std = 0
numoutside2std = 0
pairRunTicks = []
if value(stat, run.run) == 1e300*1e300:
continue
for t in range(0, len(runTicks)-(merge-1), merge):
tempPair = []
for p in range(0,merge):
tempPair.append(runTicks[t+p])
pairRunTicks.append(tempPair)
#loop through all the various ticks for each run
for tick in pairRunTicks:
source.ticks = tick
avg += value(stat, run.run)
avg /= len(pairRunTicks)
for tick in pairRunTicks:
source.ticks = tick
val = value(stat, run.run)
stdev += pow((val-avg),2)
stdev = math.sqrt(stdev / len(pairRunTicks))
for tick in pairRunTicks:
source.ticks = tick
val = value(stat, run.run)
if (val < (avg * .9)) or (val > (avg * 1.1)):
numoutsideavg += 1
if (val < (avg - stdev)) or (val > (avg + stdev)):
numoutside1std += 1
if (val < (avg - (2*stdev))) or (val > (avg + (2*stdev))):
numoutside2std += 1
if avg > 1000:
disp(run.name, "%.1f" % avg, "%.1f" % stdev,
"%d" % numoutsideavg, "%d" % numoutside1std,
"%d" % numoutside2std, "%d" % len(pairRunTicks),
"%.3f" % (stdev/avg*100))
elif avg > 100:
disp(run.name, "%.1f" % avg, "%.1f" % stdev,
"%d" % numoutsideavg, "%d" % numoutside1std,
"%d" % numoutside2std, "%d" % len(pairRunTicks),
"%.5f" % (stdev/avg*100))
else:
disp(run.name, "%.5f" % avg, "%.5f" % stdev,
"%d" % numoutsideavg, "%d" % numoutside1std,
"%d" % numoutside2std, "%d" % len(pairRunTicks),
"%.7f" % (stdev/avg*100))
return
if command == 'all':
if len(args):
raise CommandException
all = [ 'bps', 'misses', 'mpkb', 'ipkb', 'pps', 'bpt' ]
for command in all:
commands(options, command, args)
if options.ticks:
if not options.graph:
print 'only displaying sample %s' % options.ticks
source.ticks = [ int(x) for x in options.ticks.split() ]
from output import StatOutput
output = StatOutput(options.jobfile, source)
output.xlabel = 'System Configuration'
output.colormap = 'RdYlGn'
if command == 'stat' or command == 'formula':
if len(args) != 1:
raise CommandException
if command == 'stat':
stats = source.getStat(args[0])
if command == 'formula':
stats = eval(args[0])
for stat in stats:
output.stat = stat
output.ylabel = stat.name
if options.graph:
output.graph(stat.name, options.graphdir)
else:
output.display(stat.name, options.printmode)
return
if len(args):
raise CommandException
from info import ProxyGroup
proxy = ProxyGroup(system = source[options.system])
system = proxy.system
etherdev = system.tsunami.etherdev0
bytes = etherdev.rxBytes + etherdev.txBytes
kbytes = bytes / 1024
packets = etherdev.rxPackets + etherdev.txPackets
def display():
if options.graph:
output.graph(command, options.graphdir, proxy)
else:
output.display(command, options.printmode)
if command == 'ticks':
output.stat = system.run0.numCycles
display()
return
if command == 'bytes':
output.stat = bytes
display()
return
if command == 'packets':
output.stat = packets
display()
return
if command == 'ppt' or command == 'tpp':
output.stat = packets / system.run0.numCycles
output.invert = command == 'tpp'
display()
return
if command == 'pps':
output.stat = packets / source['sim_seconds']
output.ylabel = 'Packets/s'
display()
return
if command == 'bpt' or command == 'tpb':
output.stat = bytes / system.run0.numCycles * 8
output.ylabel = 'bps / Hz'
output.invert = command == 'tpb'
display()
return
if command in ('rxbps', 'txbps', 'bps'):
if command == 'rxbps':
output.stat = etherdev.rxBandwidth / 1e9
if command == 'txbps':
output.stat = etherdev.txBandwidth / 1e9
if command == 'bps':
output.stat = (etherdev.rxBandwidth + etherdev.txBandwidth) / 1e9
output.ylabel = 'Bandwidth (Gbps)'
output.ylim = [ 0.0, 10.0 ]
display()
return
if command == 'bpp':
output.stat = bytes / packets
output.ylabel = 'Bytes / Packet'
display()
return
if command == 'rxbpp':
output.stat = etherdev.rxBytes / etherdev.rxPackets
output.ylabel = 'Receive Bytes / Packet'
display()
return
if command == 'txbpp':
output.stat = etherdev.txBytes / etherdev.txPackets
output.ylabel = 'Transmit Bytes / Packet'
display()
return
if command == 'rtp':
output.stat = etherdev.rxPackets / etherdev.txPackets
output.ylabel = 'rxPackets / txPackets'
display()
return
if command == 'rtb':
output.stat = etherdev.rxBytes / etherdev.txBytes
output.ylabel = 'rxBytes / txBytes'
display()
return
misses = system.l2.overall_mshr_misses
if command == 'misses':
output.stat = misses
output.ylabel = 'Overall MSHR Misses'
display()
return
if command == 'mpkb':
output.stat = misses / (bytes / 1024)
output.ylabel = 'Misses / KB'
display()
return
if command == 'ipkb':
interrupts = system.run0.kern.faults[4]
output.stat = interrupts / kbytes
output.ylabel = 'Interrupts / KB'
display()
return
if command == 'execute':
output.stat = system.run0.ISSUE__count
display()
return
if command == 'commit':
output.stat = system.run0.COM__count
display()
return
if command == 'fetch':
output.stat = system.run0.FETCH__count
display()
return
raise CommandException
class Options: pass
if __name__ == '__main__':
import getpass
options = Options()
options.host = None
options.db = None
options.passwd = ''
options.user = getpass.getuser()
options.runs = None
options.system = 'client'
options.method = None
options.graph = False
options.ticks = False
options.printmode = 'G'
jobfilename = None
options.jobfile = None
options.all = False
opts, args = getopts(sys.argv[1:], '-EFJad:g:h:j:m:pr:s:u:T:')
for o,a in opts:
if o == '-E':
options.printmode = 'E'
if o == '-F':
options.printmode = 'F'
if o == '-a':
options.all = True
if o == '-d':
options.db = a
if o == '-g':
options.graph = True;
options.graphdir = a
if o == '-h':
options.host = a
if o == '-J':
jobfilename = None
if o == '-j':
jobfilename = a
if o == '-m':
options.method = a
if o == '-p':
options.passwd = getpass.getpass()
if o == '-r':
options.runs = a
if o == '-u':
options.user = a
if o == '-s':
options.system = a
if o == '-T':
options.ticks = a
if jobfilename:
from jobfile import JobFile
options.jobfile = JobFile(jobfilename)
if not options.host:
options.host = options.jobfile.dbhost
if not options.db:
options.db = options.jobfile.statdb
if not options.host:
sys.exit('Database server must be provided from a jobfile or -h')
if not options.db:
sys.exit('Database name must be provided from a jobfile or -d')
if len(args) == 0:
usage()
command = args[0]
args = args[1:]
try:
commands(options, command, args)
except CommandException:
usage()