gem5/util/stats/stats.py
Nathan Binkert ab10712341 stats python fixes for dealing with vectors better. graph tweaking
ipkb stat and formulas from the command line.

util/stats/info.py:
    no need to raise an attribute error if two values aren't found
    in the exact same set of runs.  Would be good to check that each
    run is the same though.
util/stats/stats.py:
    more graph tweaking
    command to execute a formula from the command line.
    add interrupts per kilobyte of data

--HG--
extra : convert_revision : 78d6b14d340d08edcbc69e4c1c5a4c1dd9bb10dd
2004-11-18 16:23:29 -05:00

617 lines
17 KiB
Python
Executable file

#!/usr/bin/env python
from __future__ import division
import re, sys
def usage():
print '''\
Usage: %s [-E] [-F] [-d <db> ] [-g <get> ] [-h <host>] [-p]
[-s <system>] [-r <runs> ] [-u <username>] <command> [command args]
''' % 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
def printval(name, value, invert = False):
if invert and value != 0.0:
value = 1 / value
if value == (1e300*1e300):
return
if printval.mode == 'G':
print '%s: %g' % (name, value)
elif printval.mode != 'F' and value > 1e6:
print '%s: %0.5e' % (name, value)
else:
print '%s: %f' % (name, value)
printval.mode = 'G'
def unique(list):
set = {}
map(set.__setitem__, list, [])
return set.keys()
def graphdata(runs, options, tag, label, value):
import info
configs = ['ste', 'hte', 'htd', 'ocm', 'occ', 'ocp' ]
#benchmarks = [ 'm', 's', 'nb1', 'nb2', 'nt1', 'nt2', 'w1', 'w2', 'w3', 'w4', 'ns', 'nm', 'nw1', 'nw2', 'nw3' ]
#benchmarks = [ 'm', 's', 'nb1', 'nb2', 'nt1', 'w1', 'w2', 'w3', 'ns', 'nm', 'w1s' ]
benchmarks = [ 'm', 's', 'nb1', 'nb2', 'w1', 'w2', 'w3', 'w4', 'ns', 'nm', 'nw1', 'snt' ]
#dmas = [ 'x', 'd', 'b' ]
dmas = [ 'x' ]
caches = [ '2', '4' ]
names = []
bench_system = {
'm' : 'client',
's' : 'client',
'snt' : 'client',
'nb1' : 'server',
'nb2' : 'server',
'nt1' : 'server',
'nt2' : 'server',
'w1' : 'server',
'w2' : 'server',
'w3' : 'server',
'w4' : 'server',
'w1s' : 'server',
'w2s' : 'server',
'w3s' : 'server',
'ns' : 'natbox',
'nm' : 'natbox',
'nw1' : 'natbox',
'nw2' : 'natbox',
'nw3' : 'natbox'
}
for bench in benchmarks:
if bench_system[bench] != options.system:
continue
for dma in dmas:
for cache in caches:
names.append([bench, dma, cache])
for bench,dma,cache in names:
base = '%s.%s.%s' % (bench, dma, cache)
fname = 'data/%s.%s.dat' % (tag, base)
f = open(fname, 'w')
print >>f, '#set TITLE = %s' % base
print >>f, '#set xlbl = Configuration'
print >>f, '#set ylbl = %s' % label
print >>f, '#set sublabels = %s' % ' '.join(configs)
for speed,freq in zip(['s', 'q'],['4GHz','10GHz']):
print >>f, '"%s"' % freq,
for conf in configs:
name = '%s.%s.%s.%s.%s' % (conf, bench, dma, cache, speed)
run = info.source.allRunNames[name]
info.display_run = run.run;
val = float(value)
if val == 1e300*1e300:
print >>f, 0.0,
else:
print >>f, "%f" % val,
print >>f
f.close()
def printdata(runs, value, invert = False):
import info
for run in runs:
info.display_run = run.run;
val = float(value)
printval(run.name, val)
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, info
info.source = db.Database()
info.source.host = options.host
info.source.db = options.db
info.source.passwd = options.passwd
info.source.user = options.user
info.source.connect()
info.source.update_dict(globals())
if type(options.get) is str:
info.source.get = options.get
if options.runs is None:
runs = info.source.allRuns
else:
rx = re.compile(options.runs)
runs = []
for run in info.source.allRuns:
if rx.match(run.name):
runs.append(run)
info.display_run = runs[0].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
info.source.listRuns(user)
return
if command == 'stats':
if len(args) == 0:
info.source.listStats()
elif len(args) == 1:
info.source.listStats(args[0])
else:
raise CommandException
return
if command == 'stat':
if len(args) != 1:
raise CommandException
stats = info.source.getStat(args[0])
for stat in stats:
if options.graph:
graphdata(runs, options, stat.name, stat.name, stat)
else:
if options.binned:
print 'kernel ticks'
stat.bins = 'kernel'
printdata(runs, stat)
print 'idle ticks'
stat.bins = 'idle'
printdata(runs, stat)
print 'user ticks'
stat.bins = 'user'
printdata(runs, stat)
print 'interrupt ticks'
stat.bins = 'user'
printdata(runs, stat)
print 'total ticks'
stat.bins = None
print stat.name
printdata(runs, stat)
return
if command == 'formula':
if len(args) != 1:
raise CommandException
stats = eval(args[0])
for stat in stats:
if options.graph:
graphdata(runs, options, stat.name, stat.name, stat)
else:
if options.binned:
print 'kernel ticks'
stat.bins = 'kernel'
printdata(runs, stat)
print 'idle ticks'
stat.bins = 'idle'
printdata(runs, stat)
print 'user ticks'
stat.bins = 'user'
printdata(runs, stat)
print 'interrupt ticks'
stat.bins = 'user'
printdata(runs, stat)
print 'total ticks'
stat.bins = None
print args[0]
printdata(runs, stat)
return
if command == 'bins':
if len(args) == 0:
info.source.listBins()
elif len(args) == 1:
info.source.listBins(args[0])
else:
raise CommandException
return
if command == 'formulas':
if len(args) == 0:
info.source.listFormulas()
elif len(args) == 1:
info.source.listFormulas(args[0])
else:
raise CommandException
return
if command == 'samples':
if len(args):
raise CommandException
info.source.listTicks(runs)
return
if len(args):
raise CommandException
system = info.source.__dict__[options.system]
if command == 'usertime':
import copy
kernel = copy.copy(system.full_cpu.numCycles)
kernel.bins = 'kernel'
user = copy.copy(system.full_cpu.numCycles)
user.bins = 'user'
if options.graph:
graphdata(runs, options, 'usertime', 'User Fraction',
user / system.full_cpu.numCycles)
else:
printdata(runs, user / system.full_cpu.numCycles)
return
if command == 'ticks':
if options.binned:
print 'kernel ticks'
system.full_cpu.numCycles.bins = 'kernel'
printdata(runs, system.full_cpu.numCycles)
print 'idle ticks'
system.full_cpu.numCycles.bins = 'idle'
printdata(runs, system.full_cpu.numCycles)
print 'user ticks'
system.full_cpu.numCycles.bins = 'user'
printdata(runs, system.full_cpu.numCycles)
print 'total ticks'
system.full_cpu.numCycles.bins = None
printdata(runs, system.full_cpu.numCycles)
return
if command == 'packets':
packets = system.tsunami.etherdev.rxPackets
if options.graph:
graphdata(runs, options, 'packets', 'Packets', packets)
else:
printdata(runs, packets)
return
if command == 'ppt' or command == 'tpp':
ppt = system.tsunami.etherdev.rxPackets / sim_ticks
printdata(runs, ppt, command == 'tpp')
return
if command == 'pps':
pps = system.tsunami.etherdev.rxPackets / sim_seconds
if options.graph:
graphdata(runs, options, 'pps', 'Packets/s', pps)
else:
printdata(runs, pps)
return
if command == 'bpt' or command == 'tpb':
bytes = system.tsunami.etherdev.rxBytes + system.tsunami.etherdev.txBytes
bpt = bytes / sim_ticks * 8
if options.graph:
graphdata(runs, options, 'bpt', 'bps / Hz', bpt)
else:
printdata(runs, bpt, command == 'tpb')
return
if command == 'bptb' or command == 'tpbb':
bytes = system.tsunami.etherdev.rxBytes + system.tsunami.etherdev.txBytes
print 'kernel stats'
bytes.bins = 'kernel'
printdata(runs, bytes / ticks)
print 'idle stats'
bytes.bins = 'idle'
printdata(runs, bytes / ticks)
print 'user stats'
bytes.bins = 'user'
printdata(runs, bytes / ticks)
return
if command == 'bytes':
stat = system.tsunami.etherdev.rxBytes + system.tsunami.etherdev.txBytes
if options.binned:
print '%s kernel stats' % stat.name
stat.bins = 'kernel'
printdata(runs, stat)
print '%s idle stats' % stat.name
stat.bins = 'idle'
printdata(runs, stat)
print '%s user stats' % stat.name
stat.bins = 'user'
printdata(runs, stat)
print '%s total stats' % stat.name
stat.bins = None
printdata(runs, stat)
return
if command == 'rxbps':
gbps = system.tsunami.etherdev.rxBandwidth / 1e9
if options.graph:
graphdata(runs, options, 'rxbps', 'Bandwidth (Gbps)', gbps)
else:
printdata(runs, gbps)
return
if command == 'txbps':
gbps = system.tsunami.etherdev.txBandwidth / 1e9
if options.graph:
graphdata(runs, options, 'txbps', 'Bandwidth (Gbps)', gbps)
else:
printdata(runs, gbps)
return
if command == 'bps':
rxbps = system.tsunami.etherdev.rxBandwidth
txbps = system.tsunami.etherdev.txBandwidth
gbps = (rxbps + txbps) / 1e9
if options.graph:
graphdata(runs, options, 'bps', 'Bandwidth (Gbps)', gbps)
else:
printdata(runs, gbps)
return
if command == 'misses':
stat = system.L2.overall_mshr_misses
if options.binned:
print '%s kernel stats' % stat.name
stat.bins = 'kernel'
printdata(runs, stat)
print '%s idle stats' % stat.name
stat.bins = 'idle'
printdata(runs, stat)
print '%s user stats' % stat.name
stat.bins = 'user'
printdata(runs, stat)
print '%s total stats' % stat.name
stat.bins = None
if options.graph:
graphdata(runs, options, 'misses', 'Overall MSHR Misses', stat)
else:
printdata(runs, stat)
return
if command == 'mpkb':
misses = system.L2.overall_mshr_misses
rxbytes = system.tsunami.etherdev.rxBytes
txbytes = system.tsunami.etherdev.txBytes
if options.binned:
print 'mpkb kernel stats'
misses.bins = 'kernel'
mpkb = misses / ((rxbytes + txbytes) / 1024)
printdata(runs, mpkb)
print 'mpkb idle stats'
misses.bins = 'idle'
mpkb = misses / ((rxbytes + txbytes) / 1024)
printdata(runs, mpkb)
print 'mpkb user stats'
misses.bins = 'user'
mpkb = misses / ((rxbytes + txbytes) / 1024)
printdata(runs, mpkb)
print 'mpkb total stats'
mpkb = misses / ((rxbytes + txbytes) / 1024)
misses.bins = None
if options.graph:
graphdata(runs, options, 'mpkb', 'Misses / KB', mpkb)
else:
printdata(runs, mpkb)
return
if command == 'ipkb':
interrupts = system.full_cpu.kern.faults[4]
rxbytes = system.tsunami.etherdev.rxBytes
txbytes = system.tsunami.etherdev.txBytes
if options.binned:
print 'ipkb kernel stats'
interrupts.bins = 'kernel'
ipkb = interrupts / ((rxbytes + txbytes) / 1024)
printdata(runs, ipkb)
print 'ipkb idle stats'
interrupts.bins = 'idle'
ipkb = interrupts / ((rxbytes + txbytes) / 1024)
printdata(runs, ipkb)
print 'ipkb user stats'
interrupts.bins = 'user'
ipkb = interrupts / ((rxbytes + txbytes) / 1024)
printdata(runs, ipkb)
print 'ipkb total stats'
ipkb = interrupts / ((rxbytes + txbytes) / 1024)
interrupts.bins = None
if options.graph:
graphdata(runs, options, 'ipkb', 'Interrupts / KB', ipkb)
else:
printdata(runs, ipkb)
return
if command == 'execute':
printdata(runs, system.full_cpu.ISSUE__count)
return
if command == 'commit':
printdata(runs, system.full_cpu.COM__count)
return
if command == 'fetch':
printdata(runs, system.full_cpu.FETCH__count)
return
if command == 'bpp':
ed = system.tsunami.etherdev
bpp = (ed.rxBytes + ed.txBytes) / (ed.rxPackets + ed.txPackets)
if options.graph:
graphdata(runs, options, 'bpp', 'Bytes / Packet', bpp)
else:
printdata(runs, bpp)
return
if command == 'rxbpp':
bpp = system.tsunami.etherdev.rxBytes / system.tsunami.etherdev.rxPackets
if options.graph:
graphdata(runs, options, 'rxbpp', 'Receive Bytes / Packet', bpp)
else:
printdata(runs, bpp)
return
if command == 'txbpp':
bpp = system.tsunami.etherdev.txBytes / system.tsunami.etherdev.txPackets
if options.graph:
graphdata(runs, options, 'txbpp', 'Transmit Bytes / Packet', bpp)
else:
printdata(runs, bpp)
return
if command == 'rtp':
rtp = system.tsunami.etherdev.rxPackets / system.tsunami.etherdev.txPackets
if options.graph:
graphdata(runs, options, 'rtp', 'rxPackets / txPackets', rtp)
else:
printdata(runs, rtp)
return
if command == 'rtb':
rtb = system.tsunami.etherdev.rxBytes / system.tsunami.etherdev.txBytes
if options.graph:
graphdata(runs, options, 'rtb', 'rxBytes / txBytes', rtb)
else:
printdata(runs, rtb)
return
raise CommandException
class Options: pass
if __name__ == '__main__':
import getpass
options = Options()
options.host = 'zizzer.pool'
options.db = None
options.passwd = ''
options.user = getpass.getuser()
options.runs = None
options.system = 'client'
options.get = None
options.binned = False
options.graph = False
opts, args = getopts(sys.argv[1:], '-BEFGd:g:h:pr:s:u:')
for o,a in opts:
if o == '-B':
options.binned = True
if o == '-E':
printval.mode = 'E'
if o == '-F':
printval.mode = 'F'
if o == '-G':
options.graph = True;
if o == '-d':
options.db = a
if o == '-g':
options.get = a
if o == '-h':
options.host = 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 len(args) == 0:
usage()
command = args[0]
args = args[1:]
try:
commands(options, command, args)
except CommandException:
usage()