Created
February 17, 2017 21:08
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A profiling context manager for python
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import arrow | |
import cProfile | |
import contextlib | |
import os | |
@contextlib.contextmanager | |
def profiled(dump_file_prefix='my-profile.prof', dump_file_dir='prof', logger=None): | |
""" | |
Profiles a section of code for later analysis. Use as a context manager | |
as in the following example: | |
.. code-block:: python | |
with profiled(dump_file_prefix='my-profile', dump_file_dir='prof'): | |
do_something_cool() | |
After the function is called, a cProfile dump file is available in the | |
'prof' directory with a filename that starts with 'my-profile'. The output | |
can be explored with the awesome tool `snakeviz | |
<https://jiffyclub.github.io/snakeviz/>`_. | |
""" | |
if not os.path.exists(dump_file_dir): | |
os.mkdir(dump_file_dir) | |
dump_filename = "{}/{}.{}.prof".format( | |
dump_file_dir, | |
dump_file_prefix, | |
arrow.now().format('YYYYMMDD.HHmmss.SSS'), | |
) | |
pr = cProfile.Profile() | |
pr.enable() | |
yield | |
pr.disable() | |
pr.dump_stats(dump_filename) | |
if logger is not None: | |
logger.info("Profile written to {}", dump_filename) |
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