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Python profiling decorator
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from cProfile import Profile | |
import pstats | |
def profile(sort_args=['cumulative'], print_args=[10]): | |
profiler = Profile() | |
def decorator(fn): | |
def inner(*args, **kwargs): | |
result = None | |
try: | |
result = profiler.runcall(fn, *args, **kwargs) | |
finally: | |
stats = pstats.Stats(profiler) | |
stats.strip_dirs().sort_stats(*sort_args).print_stats(*print_args) | |
return result | |
return inner | |
return decorator |
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""" | |
Python decorator for profiling a function using cProfile. Stats are output to wherever print statements would | |
normally go to, e.g. stdout or a log file. Can be used with Django view functions. | |
pstats' sort and print arguments can be supplied to the decorator. The default is to sort cumulatively and | |
list to first 10 lines. | |
See http://docs.python.org/library/profile.html#instant-user-s-manual for details on pstats sort and print arguments. | |
cProfile is a standard module in most python distributions. pstats is also in many but not all. If pstats doesn't | |
import then install the module via the python-profiler package. E.g. on apt-based systems: | |
sudo apt-get install python-profiler | |
""" | |
# Example without profiling arguments: | |
@profile(): | |
def my_function(my_args): | |
pass | |
# Example with profiling arguments: | |
@profile(sort_args=['cumulative', 'name'], print_args=[.5, 'init']): | |
def my_function(my_args): | |
pass |
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