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cpython/Tools/pybench/pybench.py

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#!/usr/local/bin/python -O
""" A Python Benchmark Suite
"""
#
# Note: Please keep this module compatible to Python 1.5.2.
#
# Tests may include features in later Python versions, but these
# should then be embedded in try-except clauses in the configuration
# module Setup.py.
#
# pybench Copyright
__copyright__ = """\
Copyright (c), 1997-2006, Marc-Andre Lemburg (mal@lemburg.com)
Copyright (c), 2000-2006, eGenix.com Software GmbH (info@egenix.com)
All Rights Reserved.
Permission to use, copy, modify, and distribute this software and its
documentation for any purpose and without fee or royalty is hereby
granted, provided that the above copyright notice appear in all copies
and that both that copyright notice and this permission notice appear
in supporting documentation or portions thereof, including
modifications, that you make.
THE AUTHOR MARC-ANDRE LEMBURG DISCLAIMS ALL WARRANTIES WITH REGARD TO
THIS SOFTWARE, INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND
FITNESS, IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL,
INDIRECT OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING
FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT,
NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION
WITH THE USE OR PERFORMANCE OF THIS SOFTWARE !
"""
# Version number
__version__ = '1.3'
#
# NOTE: Use xrange for all test loops unless you want to face
# a 20MB process !
#
# All tests should have rounds set to values so that a run()
# takes between 20-50 seconds. This is to get fairly good
# clock() values. You can use option -w to speedup the tests
# by a fixed integer factor (the "warp factor").
#
import sys,time,operator
from CommandLine import *
try:
import cPickle
pickle = cPickle
except ImportError:
import pickle
### Test baseclass
class Test:
""" All test must have this class as baseclass. It provides
the necessary interface to the benchmark machinery.
The tests must set .rounds to a value high enough to let the
test run between 20-50 seconds. This is needed because
clock()-timing only gives rather inaccurate values (on Linux,
for example, it is accurate to a few hundreths of a
second). If you don't want to wait that long, use a warp
factor larger than 1.
It is also important to set the .operations variable to a
value representing the number of "virtual operations" done per
call of .run().
If you change a test in some way, don't forget to increase
it's version number.
"""
### Instance variables that each test should override
# Version number of the test as float (x.yy); this is important
# for comparisons of benchmark runs - tests with unequal version
# number will not get compared.
version = 1.0
# The number of abstract operations done in each round of the
# test. An operation is the basic unit of what you want to
# measure. The benchmark will output the amount of run-time per
# operation. Note that in order to raise the measured timings
# significantly above noise level, it is often required to repeat
# sets of operations more than once per test round. The measured
# overhead per test round should be less than 1 second.
operations = 1
# Number of rounds to execute per test run. This should be
# adjusted to a figure that results in a test run-time of between
# 20-50 seconds.
rounds = 100000
### Internal variables
# Mark this class as implementing a test
is_a_test = 1
# Misc. internal variables
last_timing = (0,0,0) # last timing (real,run,calibration)
warp = 1 # warp factor this test uses
cruns = 20 # number of calibration runs
overhead = None # list of calibration timings
def __init__(self,warp=1):
if warp > 1:
self.rounds = self.rounds / warp
self.warp = warp
self.times = []
self.overhead = []
# We want these to be in the instance dict, so that pickle
# saves them
self.version = self.version
self.operations = self.operations
self.rounds = self.rounds
def run(self):
""" Run the test in two phases: first calibrate, then
do the actual test. Be careful to keep the calibration
timing low w/r to the test timing.
"""
test = self.test
calibrate = self.calibrate
clock = time.clock
cruns = self.cruns
# first calibrate
offset = 0.0
for i in range(cruns):
t = clock()
calibrate()
t = clock() - t
offset = offset + t
offset = offset / cruns
# now the real thing
t = clock()
test()
t = clock() - t
self.last_timing = (t-offset,t,offset)
self.times.append(t-offset)
def calibrate(self):
""" Calibrate the test.
This method should execute everything that is needed to
setup and run the test - except for the actual operations
that you intend to measure. pybench uses this method to
measure the test implementation overhead.
"""
return
def test(self):
""" Run the test.
The test needs to run self.rounds executing
self.operations number of operations each.
"""
# do some tests
return
def stat(self):
""" Returns two value: average time per run and average per
operation.
"""
runs = len(self.times)
if runs == 0:
return 0,0
totaltime = reduce(operator.add,self.times,0.0)
avg = totaltime / float(runs)
op_avg = totaltime / float(runs * self.rounds * self.operations)
if self.overhead:
totaloverhead = reduce(operator.add,self.overhead,0.0)
ov_avg = totaloverhead / float(runs)
else:
# use self.last_timing - not too accurate
ov_avg = self.last_timing[2]
return avg,op_avg,ov_avg
### Load Setup
# This has to be done after the definition of the Test class, since
# the Setup module will import subclasses using this class.
import Setup
### Benchmark base class
class Benchmark:
name = '?' # Name of the benchmark
rounds = 1 # Number of rounds to run
warp = 1 # Warp factor
roundtime = 0 # Average round time
version = None # Benchmark version number (see __init__)
# as float x.yy
starttime = None # Benchmark start time
def __init__(self):
self.tests = {}
self.version = 0.31
def load_tests(self,setupmod,warp=1):
self.warp = warp
tests = self.tests
print 'Searching for tests...'
setupmod.__dict__.values()
for c in setupmod.__dict__.values():
if hasattr(c,'is_a_test') and c.__name__ != 'Test':
tests[c.__name__] = c(warp)
l = tests.keys()
l.sort()
for t in l:
print ' ',t
print
def run(self):
tests = self.tests.items()
tests.sort()
clock = time.clock
print 'Running %i round(s) of the suite: ' % self.rounds
print
self.starttime = time.time()
roundtime = clock()
for i in range(self.rounds):
print ' Round %-25i real abs overhead' % (i+1)
for j in range(len(tests)):
name,t = tests[j]
print '%30s:' % name,
t.run()
print ' %.3fr %.3fa %.3fo' % t.last_timing
print ' ----------------------'
print ' Average round time: %.3f seconds' % \
((clock() - roundtime)/(i+1))
print
self.roundtime = (clock() - roundtime) / self.rounds
print
def print_stat(self, compare_to=None, hidenoise=0):
if not compare_to:
print '%-30s per run per oper. overhead' % 'Tests:'
print '-'*72
tests = self.tests.items()
tests.sort()
for name,t in tests:
avg,op_avg,ov_avg = t.stat()
print '%30s: %10.2f ms %7.2f us %7.2f ms' % \
(name,avg*1000.0,op_avg*1000000.0,ov_avg*1000.0)
print '-'*72
print '%30s: %10.2f ms' % \
('Average round time',self.roundtime * 1000.0)
else:
print '%-30s per run per oper. diff *)' % \
'Tests:'
print '-'*72
tests = self.tests.items()
tests.sort()
compatible = 1
for name,t in tests:
avg,op_avg,ov_avg = t.stat()
try:
other = compare_to.tests[name]
except KeyError:
other = None
if other and other.version == t.version and \
other.operations == t.operations:
avg1,op_avg1,ov_avg1 = other.stat()
qop_avg = (op_avg/op_avg1-1.0)*100.0
if hidenoise and abs(qop_avg) < 10:
qop_avg = ''
else:
qop_avg = '%+7.2f%%' % qop_avg
else:
qavg,qop_avg = 'n/a', 'n/a'
compatible = 0
print '%30s: %10.2f ms %7.2f us %8s' % \
(name,avg*1000.0,op_avg*1000000.0,qop_avg)
print '-'*72
if compatible and compare_to.roundtime > 0 and \
compare_to.version == self.version:
print '%30s: %10.2f ms %+7.2f%%' % \
('Average round time',self.roundtime * 1000.0,
((self.roundtime*self.warp)/
(compare_to.roundtime*compare_to.warp)-1.0)*100.0)
else:
print '%30s: %10.2f ms n/a' % \
('Average round time',self.roundtime * 1000.0)
print
print '*) measured against: %s (rounds=%i, warp=%i)' % \
(compare_to.name,compare_to.rounds,compare_to.warp)
print
def print_machine():
import platform
print 'Machine Details:'
print ' Platform ID: %s' % platform.platform()
print ' Executable: %s' % sys.executable
# There's a bug in Python 2.2b1+...
if sys.version[:6] == '2.2b1+':
return
print ' Python: %s' % platform.python_version()
print ' Compiler: %s' % platform.python_compiler()
buildno, builddate = platform.python_build()
print ' Build: %s (#%s)' % (builddate, buildno)
class PyBenchCmdline(Application):
header = ("PYBENCH - a benchmark test suite for Python "
"interpreters/compilers.")
version = __version__
options = [ArgumentOption('-n','number of rounds',Setup.Number_of_rounds),
ArgumentOption('-f','save benchmark to file arg',''),
ArgumentOption('-c','compare benchmark with the one in file arg',''),
ArgumentOption('-s','show benchmark in file arg, then exit',''),
SwitchOption('-S','show statistics of benchmarks',0),
ArgumentOption('-w','set warp factor to arg',Setup.Warp_factor),
SwitchOption('-d','hide noise in compares', 0),
SwitchOption('--no-gc','disable garbage collection', 0),
]
about = """\
The normal operation is to run the suite and display the
results. Use -f to save them for later reuse or comparisms.
Examples:
python1.5 pybench.py -w 100 -f p15
python1.4 pybench.py -w 100 -f p14
python pybench.py -s p15 -c p14
"""
copyright = __copyright__
def handle_S(self, value):
""" Display one line stats for each benchmark file given on the
command line.
"""
for benchmark in self.files:
try:
f = open(benchmark, 'rb')
bench = pickle.load(f)
f.close()
except IOError:
print '* Error opening/reading file %s' % repr(benchmark)
else:
print '%s,%-.2f,ms' % (benchmark, bench.roundtime*1000.0)
return 0
def main(self):
rounds = self.values['-n']
reportfile = self.values['-f']
show_bench = self.values['-s']
compare_to = self.values['-c']
hidenoise = self.values['-d']
warp = self.values['-w']
nogc = self.values['--no-gc']
# Switch off GC
if nogc:
try:
import gc
except ImportError:
nogc = 0
else:
if self.values['--no-gc']:
gc.disable()
print 'PYBENCH',__version__
print
if not compare_to:
print_machine()
print
if compare_to:
try:
f = open(compare_to,'rb')
bench = pickle.load(f)
bench.name = compare_to
f.close()
compare_to = bench
except IOError:
print '* Error opening/reading file',compare_to
compare_to = None
if show_bench:
try:
f = open(show_bench,'rb')
bench = pickle.load(f)
bench.name = show_bench
f.close()
print 'Benchmark: %s (rounds=%i, warp=%i)' % \
(bench.name,bench.rounds,bench.warp)
print
bench.print_stat(compare_to, hidenoise)
except IOError:
print '* Error opening/reading file',show_bench
print
return
if reportfile:
if nogc:
print 'Benchmark: %s (rounds=%i, warp=%i, no GC)' % \
(reportfile,rounds,warp)
else:
print 'Benchmark: %s (rounds=%i, warp=%i)' % \
(reportfile,rounds,warp)
print
# Create benchmark object
bench = Benchmark()
bench.rounds = rounds
bench.load_tests(Setup,warp)
try:
bench.run()
except KeyboardInterrupt:
print
print '*** KeyboardInterrupt -- Aborting'
print
return
bench.print_stat(compare_to)
# ring bell
sys.stderr.write('\007')
if reportfile:
try:
f = open(reportfile,'wb')
bench.name = reportfile
pickle.dump(bench,f)
f.close()
except IOError:
print '* Error opening/writing reportfile'
if __name__ == '__main__':
PyBenchCmdline()
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