I found the following example in Python's document.
def test():
"""Stupid test function"""
L = []
for i in range(100):
L.append(i)
if __name__ == '__main__':
import timeit
print(timeit.timeit("test()", setup="from __main__ import test"))
However that only works when the code is defined in a script. How can I test a function that is defined in a Python repl? Hope someone can point me the right direction. Below is my testing.
>>> import timeit
>>> dir(timeit)
['Timer', '__all__', '__builtins__', '__cached__', '__doc__', '__file__', '__loader__', '__name__', '__package__', '__sp
ec__', '_globals', 'default_number', 'default_repeat', 'default_timer', 'dummy_src_name', 'gc', 'itertools', 'main', 're
indent', 'repeat', 'sys', 'template', 'time', 'timeit']
>>> help(timeit.timeit)
Help on function timeit in module timeit:
timeit(stmt='pass', setup='pass', timer=<built-in function perf_counter>, number=1000000, globals=None)
Convenience function to create Timer object and call timeit method.
>>> timeit.timeit('''a=""; a+="b"*1000;''')
0.14870357161726633
>>> timeit.timeit('''a=""; a+="b"*1000;''')
0.13576636550958954
>>>
>>>
>>> def testme():
... a = ""
... a = "eyang" * 10000
...
>>> timeit("testme()")
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
TypeError: 'module' object is not callable
>>>
>>> timeit("testme()", setup="from __main__ import testme")
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
TypeError: 'module' object is not callable
>>>
If you're running an interactive console session aka REPL, it is the __main__
module:
In [228]: def x():print "foo"
In [229]: from __main__ import x
In [230]: x()
foo
That said, in IPython, there's the timeit
magic command that runs the code in the interactive namespace by default, saving you the need to type the set-up code.