1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340
|
#!/usr/bin/python
from __future__ import print_function
import os, sys, subprocess
from math import *
# The tests to run are near the bottom
MIN_REPS = 3
NUM_POINTS = 9
MIN_TIME = 0.1
MAX_TIME = 1.0
MAX_X = 100000
def makedir(x):
try:
os.mkdir(x)
except OSError:
pass
def rm(x):
try:
os.unlink(x)
except OSError:
pass
makedir('fig')
makedir('fig/relative')
makedir('fig/absolute')
makedir('.cache')
makedir('dat')
makedir('gnuplot')
limits = (128,)
current_limit = None
def make(limit):
global current_limit
current_limit = limit
setup = 'from blist import blist'
ns = []
for i in range(50+1):
ns.append(int(floor(10**(i*0.1))))
ns = list(i for i in sorted(set(ns)) if i <= MAX_X)
def smart_timeit(stmt, setup, hint):
n = hint
while 1:
v = timeit(stmt, setup, n)
if v[0]*n > MIN_TIME:
return v, n
n <<= 1
import timeit
timeit_path = timeit.__file__
timeit_cache = {}
def timeit(stmt, setup, rep):
assert rep >= MIN_REPS
key = (stmt, setup, rep, current_limit)
if key in timeit_cache:
return timeit_cache[key]
try:
n = NUM_POINTS
args =[sys.executable, timeit_path,
'-r', str(n), '-v', '-n', str(rep), '-s', setup, '--', stmt]
p = subprocess.Popen(args,
stdout=subprocess.PIPE, stderr=subprocess.PIPE)
so, se = p.communicate()
try:
lines = so.split(b'\n')
raw = lines[0]
number = int(lines[1].split()[0])
times = [float(x) / number for x in raw.split()[2:]]
times.sort()
# median, lower quartile, upper quartile
v = (times[n//2], times[n//4], times[3*n//4])
timeit_cache[key] = v
return v
except:
print(so)
print(se)
raise
except:
print(stmt)
print(setup)
raise
values = {}
def get_timing1(limit, label, setup_n, template, typename, use_rep_map):
f = open('dat/%s-%s.dat' % (str(limit), label), 'w')
print('#', label, file=f)
print('#', template.replace('\n', '\\n'), file=f)
if setup_n is None:
setup_n = "x = TypeToTest(range(n))"
else:
setup_n = setup_n
ftimeit = open('fig/%s.txt' % label, 'w')
print('<div class="blist_inner">Setup: <code>%s</code><br/>' % setup_n.replace('\n', '<br/>'),
file=ftimeit)
print('Timed: <code>%s</code></div>' % template.replace('\n', '<br/>'),
file=ftimeit)
ftimeit.close()
for i in reversed(list(range(len(ns)))):
n = ns[i]
key = (limit, label, setup_n, n, template, typename)
print(n, end=' ')
sys.stdout.flush()
setup2 = '\nTypeToTest = %s\nn = %d\n' % (typename, n)
setup3 = setup + '\n' + setup2 + setup_n
stmt = template
if not use_rep_map:
if i < len(ns)-1:
rep_map[n] = max(rep_map[n], rep_map[ns[i+1]])
v, rep = smart_timeit(stmt, setup3, rep_map[n])
if rep_map[n] < rep:
rep_map[n] = rep
else:
k = rep_map[n]
if k * values[key] > MAX_TIME:
k = max(MIN_REPS, int(ceil(MAX_TIME / values[key])))
v = timeit(stmt, setup3, k)
values[key] = v[0]
v = [x*1000 for x in v]
if typename == 'list':
list_values[n] = v[0]
print(n, file=f, end=' ')
for x in v:
print(x, file=f, end=' ')
for x in v:
print(x/list_values[n], file=f, end=' ')
print(file=f)
print()
f.close()
def get_timing(label, setup_n, template):
global rep_map, list_values
rep_map = {}
list_values = {}
for n in ns:
rep_map[n] = MIN_REPS
make('list')
get_timing1('list', label, setup_n, template, 'list', False)
for limit in limits:
print('Timing', label, limit, ':', end=' ')
sys.stdout.flush()
make(limit)
get_timing1(limit, label, setup_n, template, 'blist', False)
make('list')
get_timing1('list', label, setup_n, template, 'list', True)
for limit in limits:
print('Timing', label, limit, ':', end=' ')
sys.stdout.flush()
make(limit)
get_timing1(limit, label, setup_n, template, 'blist', True)
plot(label, True)
plot(label, False)
html(label)
def html(label):
fname = 'fig/%s.html' % label
f = open(fname, 'w')
if timing_d[label][0] is None:
setup = 'x = TypeToTest(range(n))'
else:
setup = timing_d[label][0]
print('''
<html>
<head>
<title>BList vs Python list timing results: %s</title>
<script src="svg.js"></script>
</head>
<body>
<div style="width: 100%%; background-color: #ccc;">
<a href="/">Home</a>
| <a href="/blist/">BList</a>
| <a href="http://pokersleuth.com/">Poker Sleuth</a>
| <a href="http://pokersleuth.com/poker-crunch.shtml">Poker Calculator</a>
| <a href="http://pokersleuth.com/hand-converter.shtml">Hand Converter</a>
</div>
<object data="absolute/%s.svg" width="480" height="360"
type="image/svg+xml"></object>
<object data="relative/%s.svg" width="480" height="360"
type="image/svg+xml"></object>
<p>
Setup:
<pre>
%s
</pre>
Timed:
<pre>
%s
</pre>
</body>
</html>
''' % (label, label, label, setup, timing_d[label][1]), file=f)
f.close()
def plot(label, relative):
safe_label = label.replace('_', '\\\\_')
fname = 'gnuplot/%s.gnuplot' % label
f = open(fname, 'w')
if relative:
d = 'fig/relative/'
else:
d = 'fig/absolute/'
print("""
set output "%s/%s.svg"
set xlabel "List Size (n)"
set title "%s"
set terminal svg size 480,360 dynamic enhanced
set size noratio 1,1
set key top left
set bars 0.2
set pointsize 0.5
set xtics ("1" 1, "10" 10, "100" 100, "1k" 1000, "10k" 10000, "100k" 100000, "1M" 1000000)
""" % (d, label, safe_label), file=f)
if relative:
print('set title "Normalized Execution Times, log-linear scale"', file=f)
print('set logscale x', file=f)
print('set yrange [0:*]', file=f)
print('set yrange [0:200]', file=f)
print('set ylabel "Execution Time (%)"', file=f)
k = 3
m = 100.0
else:
print('set title "Raw Execution Times, log-log scale"', file=f)
print('set logscale xy', file=f)
print('set yrange [0.00001:10]', file=f)
print('set ylabel "Execution Time"', file=f)
print('set ytics ("1 ns" 0.000001, "10 ns" 0.00001, "100 ns" 0.0001, "1 us" 0.001, "10 us" 0.01, "100 us" 0.1, "1 ms" 1.0, "10 ms" 10.0, "100 ms" 100.0)', file=f)
k = 0
m = 1.0
print (('plot "dat/list-%s.dat" using 1:(%f*$%d):(%f*$%d):(%f*$%d) title "list()" with yerr pt 1, \\' % (label, m, k+2, m, k+3, m, k+4)), file=f)
for limit in limits:
print ((' "dat/%d-%s.dat" using 1:(%f*$%d):(%f*$%d):(%f*$%d) title "blist()" with yerr pt 1 '% (limit, label, m, k+2, m, k+3, m, k+4)), file=f)
print(file=f)
f.flush()
f.close()
if os.system('gnuplot "%s"' % fname):
raise RuntimeError('Gnuplot failure')
timing_d = {}
def add_timing(name, auto, stmt):
timing_d[name] = (auto, stmt)
def run_timing(name):
auto, stmt = timing_d[name]
get_timing(name, auto, stmt)
def run_all():
for k in sorted(timing_d):
run_timing(k)
########################################################################
# Tests to run are below here.
# The arguments to add_timing are as follows:
# 1) name of the test
# 2) setup code to run once. "None" means x = TypeToTest(range(n))
# 3) code to execute repeatedly in a loop
#
# The following symbols will autoamtically be defined:
# - blist
# - TypeToTest
# - n
add_timing('eq list', 'x = TypeToTest(range(n))\ny=range(n)', 'x==y')
#add_timing('eq recursive', 'x = TypeToTest()\nx.append(x)\ny = TypeToTest()\ny.append(y)', 'try:\n x==y\nexcept RuntimeError:\n pass')
add_timing('FIFO', None, """\
x.insert(0, 0)
x.pop(0)
""")
add_timing('LIFO', None, """\
x.append(0)
x.pop(-1)
""")
add_timing('add', None, "x + x")
add_timing('contains', None, "-1 in x")
#add_timing('getitem1', None, "x[0]")
#add_timing('getitem2', None, "x.__getitem__(0)")
add_timing('getitem3', 'x = TypeToTest(range(n))\nm = n//2', "x[m]")
add_timing('getslice', None, "x[1:-1]")
add_timing('forloop', None, "for i in x:\n pass")
add_timing('len', None, "len(x)")
add_timing('eq', None, "x == x")
add_timing('mul10', None, "x * 10")
#add_timing('setitem1', None, 'x[0] = 1')
add_timing('setitem3', 'x = TypeToTest(range(n))\nm = n//2', 'x[m] = 1')
add_timing('count', None, 'x.count(5)')
add_timing('reverse', None, 'x.reverse()')
add_timing('delslice', None, 'del x[len(x)//4:3*len(x)//4]\nx *= 2')
add_timing('setslice', None, 'x[:] = x')
add_timing('sort random', 'import random\nx = [random.randrange(n*4) for i in range(n)]', 'y = TypeToTest(x)\ny.sort()')
add_timing('sort random key', 'import random\nx = [random.randrange(n*4) for i in range(n)]', 'y = TypeToTest(x)\ny.sort(key=float)')
add_timing('sort sorted', None, 'x.sort()')
add_timing('sort sorted key', None, 'x.sort(key=int)')
add_timing('sort reversed', 'x = list(range(n))\nx.reverse()', 'y = TypeToTest(x)\ny.sort()')
add_timing('sort reversed key', 'x = list(range(n))\nx.reverse()', 'y = TypeToTest(x)\ny.sort(key=int)')
add_timing('sort random tuples', 'import random\nx = [(random.random(), random.random()) for i in range(n)]', 'y = TypeToTest(x)\ny.sort()')
ob_def = '''
import random
class ob:
def __init__(self, v):
self.v = v
def __lt__(self, other):
return self.v < other.v
x = [ob(random.randrange(n*4)) for i in range(n)]
'''
add_timing('sort random objects', ob_def, 'y = TypeToTest(x)\ny.sort()')
add_timing('sort sorted objects', ob_def + 'x.sort()', 'x.sort()')
add_timing('init from list', 'x = list(range(n))', 'y = TypeToTest(x)')
add_timing('init from tuple', 'x = tuple(range(n))', 'y = TypeToTest(x)')
add_timing('init from iterable', 'x = range(n)', 'y = TypeToTest(x)')
add_timing('init from same type', None, 'y = TypeToTest(x)')
add_timing('shuffle', 'from random import shuffle\nx = TypeToTest(range(n))', 'shuffle(x)')
if __name__ == '__main__':
make(128)
if len(sys.argv) == 1:
run_all()
else:
for name in sys.argv[1:]:
run_timing(name)
|