Created
June 18, 2012 21:50
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Showing that try/except is slower than isinstance
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''' | |
Example showing that isinstance checks are faster than doing a "it's better to ask for forgiveness than | |
permission approach. | |
''' | |
from timeit import Timer | |
# Silly timing code that can be ignored | |
def timeruns(runs, num_iterations = 100): | |
return [(label, Timer(cmd, imports).timeit(num_iterations)) | |
for cmd, imports, label in runs] | |
def format_runs(runresults): | |
result = "Timing Results:\n%s\n" % ("-" * 20) | |
minlabel, mintime = "Arbitrary label", 12319283719827319.0 | |
maxlabel, maxtime = "Arbitrary label", -1.0 | |
for label, time in runresults: | |
result += "%s : %s\n" % (label, time) | |
if time < mintime: | |
mintime = time | |
minlabel = label | |
if time > maxtime: | |
maxtime = time | |
maxlabel = label | |
result += "%s\n" % ("-" * 20) | |
per_faster = round((1.0 - mintime / maxtime) * 100) | |
result += ("Fastest time: %s - %s (%s%% faster than slowest)\n" % | |
(minlabel, mintime, per_faster)) | |
result += "Slowest time: %s - %s\n" % (maxlabel, maxtime) | |
return result | |
# Do an eq using try/except on AttributeError | |
class Foo(object): | |
def __init__(self, val): | |
self.val = val | |
def __eq__(self, other): | |
try: | |
return other.val == self.val | |
except AttributeError: | |
return NotImplemented | |
# Do an eq using a simple isinstance check | |
class Bar(object): | |
def __init__(self, val): | |
self.val = val | |
def __eq__(self, other): | |
if isinstance(other, Bar): | |
return other.val == self.val | |
return NotImplemented | |
if __name__ == "__main__": | |
setup = """ | |
from __main__ import Foo, Bar | |
f = Foo(42) | |
b = Bar(42) | |
""" | |
num_iter = 1000000 | |
runs = [("f == '42kldfj'", setup, "doing exception"), | |
("b == '42kldfj'", setup, "doing isinstance")] | |
print(format_runs(timeruns(runs, num_iter))) |
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