Created
January 21, 2012 16:43
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Benchmark of lazy properties in python
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from __future__ import print_function | |
import timeit | |
t1 = """ | |
class Test(): | |
_bar = None | |
@property | |
def bar(self): | |
if self._bar is not None: | |
return self._bar | |
self._bar = 42 | |
return self._bar | |
test = Test() | |
""" | |
t2 = """ | |
class Test(): | |
@property | |
def bar(self): | |
self.bar = 42 | |
return 42 | |
test = Test() | |
""" | |
t3 = """ | |
class LazyProperty(object): | |
def __init__(self, func): | |
self._func = func | |
self.__name__ = func.__name__ | |
self.__doc__ = func.__doc__ | |
def __get__(self, obj, klass=None): | |
if obj is None: return None | |
result = obj.__dict__[self.__name__] = self._func(obj) | |
return result | |
class Foo(object): | |
@LazyProperty | |
def bar(self): | |
return 42 | |
test = Foo() | |
""" | |
tests = (t1, t2, t3) | |
print("Calculation and one lookup") | |
for t in tests: | |
timer = timeit.Timer("test.bar; test.bar", t) | |
try: | |
print("%.2f usec/pass" % (1000000 * timer.timeit(number=100000)/100000)) | |
except: | |
timer.print_exc() | |
print("One post calculation lookup") | |
for t in tests: | |
timer = timeit.Timer("test.bar", t + "\ntest.bar") | |
try: | |
print("%.2f usec/pass" % (1000000 * timer.timeit(number=100000)/100000)) | |
except: | |
timer.print_exc() |
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