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#!/usr/bin/env python | ||
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import sys | ||
import csv | ||
import timeit | ||
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MICRO = 10 ** 6 # how many microseconds in a sec | ||
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def noop(*args): | ||
pass | ||
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def main(): | ||
test_runs = 3 # 10 ** 3 | ||
test_range = 10 | ||
test_count = 30 | ||
w = csv.writer(sys.stdout) | ||
styles = ['map', 'list_comp', 'loop'] | ||
w.writerow(['test', ''] + styles) | ||
for t in range(6): | ||
for i in range(test_range): | ||
sr = {} | ||
for style in styles: | ||
tr = timeit.timeit( | ||
"t()", | ||
"from tests import test%(t)s as test_creator; t = test_creator('%(style)s', %(i)s)" % { 'style': style, 'i': (i+1)*test_count, 't': t+1 }, | ||
number = test_runs, | ||
) | ||
sr[style] = tr | ||
w.writerow(['test%s'%(t+1), str(i+1)] + ['%.3f' % (sr[s] * MICRO / test_runs) for s in styles]) | ||
sys.stdout.flush() | ||
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if __name__ == '__main__': | ||
main() |
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test,,map,list_comp,loop | ||
test1,1,7.073,7.312,6.040 | ||
test1,2,11.047,13.272,11.047 | ||
test1,3,15.656,18.994,18.676 | ||
test1,4,20.266,24.319,20.981 | ||
test1,5,25.034,30.041,25.988 | ||
test1,6,30.041,36.001,30.994 | ||
test1,7,37.352,41.008,36.319 | ||
test1,8,39.657,47.048,41.008 | ||
test1,9,44.346,51.975,45.935 | ||
test1,10,49.273,57.697,51.022 | ||
test2,1,287.930,185.013,173.648 | ||
test2,2,1090.686,706.355,662.645 | ||
test2,3,2418.280,1580.636,1471.996 | ||
test2,4,4273.335,2792.358,2616.962 | ||
test2,5,6728.013,4393.339,4031.022 | ||
test2,6,9556.055,6235.361,5791.028 | ||
test2,7,12981.335,8519.729,7884.979 | ||
test2,8,17022.292,11236.032,10465.701 | ||
test2,9,22599.379,14330.705,12998.343 | ||
test2,10,26715.040,17330.329,16053.677 | ||
test3,1,10192.633,6268.978,5851.348 | ||
test3,2,78685.045,50862.630,46212.355 | ||
test3,3,262993.018,172087.669,156613.668 | ||
test3,4,640459.379,403170.347,371235.609 | ||
test3,5,1199440.002,783643.961,719916.344 | ||
test3,6,2079129.060,1403111.935,1242798.646 | ||
test3,7,3284796.317,2186232.011,1971901.019 | ||
test3,8,4893622.398,3234438.976,2952066.024 | ||
test3,9,6955078.999,4623496.294,4196753.661 | ||
test3,10,9745362.282,6303009.033,5749389.966 | ||
test4,1,6.994,7.629,10.729 | ||
test4,2,11.047,13.351,18.279 | ||
test4,3,15.736,18.994,26.385 | ||
test4,4,20.663,24.716,34.650 | ||
test4,5,24.954,29.961,42.995 | ||
test4,6,30.041,36.319,51.339 | ||
test4,7,34.332,41.326,59.366 | ||
test4,8,39.339,46.968,67.711 | ||
test4,9,46.651,52.611,75.340 | ||
test4,10,49.035,58.015,83.367 | ||
test5,1,285.069,185.966,269.731 | ||
test5,2,1083.612,715.017,1042.684 | ||
test5,3,2417.644,1590.331,2313.375 | ||
test5,4,4258.951,2799.670,4119.396 | ||
test5,5,6670.316,4387.299,6473.303 | ||
test5,6,9569.327,6286.383,9232.283 | ||
test5,7,12976.964,8535.385,12587.706 | ||
test5,8,16931.375,11138.042,16382.694 | ||
test5,9,21411.339,14088.710,20821.969 | ||
test5,10,26506.344,17352.343,25577.386 | ||
test6,1,9703.000,6453.991,8619.308 | ||
test6,2,74633.042,51236.312,68336.964 | ||
test6,3,248765.310,171385.050,230781.317 | ||
test6,4,584289.312,407492.956,548589.309 | ||
test6,5,1140658.696,795018.673,1079078.674 | ||
test6,6,1970503.966,1414717.038,1884580.294 | ||
test6,7,3117335.399,2173988.342,2917993.943 | ||
test6,8,4658020.655,3324104.309,4449507.634 | ||
test6,9,6628776.709,4704991.738,6361190.637 | ||
test6,10,9101038.694,6487662.951,8635653.337 |
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def noop(*args): | ||
pass | ||
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def test1(style, count): | ||
x = range(count) | ||
if style == 'map': | ||
def test(): | ||
map(noop, x) | ||
if style == 'list_comp': | ||
def test(): | ||
[noop(a) for a in x] | ||
elif style == 'loop': | ||
def test(): | ||
for a in x: | ||
noop(a) | ||
return test | ||
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def test2(style, count): | ||
x = range(count) | ||
if style == 'map': | ||
def test(): | ||
map(lambda a: map(lambda b: noop(a,b), x), x) | ||
if style == 'list_comp': | ||
def test(): | ||
[noop(a, b) for a in x for b in x] | ||
elif style == 'loop': | ||
def test(): | ||
for a in x: | ||
for b in x: | ||
noop(a, b) | ||
return test | ||
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def test3(style, count): | ||
x = range(count) | ||
if style == 'map': | ||
def test(): | ||
map(lambda a: map(lambda b: map(lambda c: noop(a,b,c), x), x), x) | ||
if style == 'list_comp': | ||
def test(): | ||
[noop(a, b, c) for a in x for b in x for c in x] | ||
elif style == 'loop': | ||
def test(): | ||
for a in x: | ||
for b in x: | ||
for c in x: | ||
noop(a, b, c) | ||
return test | ||
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def test4(style, count): | ||
x = range(count) | ||
if style == 'map': | ||
def test(): | ||
return map(noop, x) | ||
if style == 'list_comp': | ||
def test(): | ||
return [noop(a) for a in x] | ||
elif style == 'loop': | ||
def test(): | ||
r = [] | ||
for a in x: | ||
r.append(noop(a)) | ||
return r | ||
return test | ||
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def test5(style, count): | ||
x = range(count) | ||
if style == 'map': | ||
def test(): | ||
return map(lambda a: map(lambda b: noop(a,b), x), x) | ||
if style == 'list_comp': | ||
def test(): | ||
return [noop(a, b) for a in x for b in x] | ||
elif style == 'loop': | ||
def test(): | ||
r = [] | ||
for a in x: | ||
for b in x: | ||
r.append(noop(a, b)) | ||
return r | ||
return test | ||
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def test6(style, count): | ||
x = range(count) | ||
if style == 'map': | ||
def test(): | ||
return map(lambda a: map(lambda b: map(lambda c: noop(a,b,c), x), x), x) | ||
if style == 'list_comp': | ||
def test(): | ||
return [noop(a, b, c) for a in x for b in x for c in x] | ||
elif style == 'loop': | ||
def test(): | ||
r = [] | ||
for a in x: | ||
for b in x: | ||
for c in x: | ||
r.append(noop(a, b, c)) | ||
return r | ||
return test |