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:target: https://github.com/sdpython/cpyquickhelper/
.. _l-README:
cpyquickhelper: python + C++ in different ways
==============================================
.. image:: https://travis-ci.com/sdpython/cpyquickhelper.svg?branch=master
:target: https://app.travis-ci.com/github/sdpython/cpyquickhelper
:alt: Build status
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:target: https://ci.appveyor.com/project/sdpython/cpyquickhelper
:alt: Build Status Windows
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:target: https://circleci.com/gh/sdpython/cpyquickhelper/tree/master
.. image:: https://dev.azure.com/xavierdupre3/cpyquickhelper/_apis/build/status/sdpython.cpyquickhelper
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:target: https://pypi.org/project/cpyquickhelper/
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:alt: MIT License
:target: http://opensource.org/licenses/MIT
.. image:: https://codecov.io/github/sdpython/cpyquickhelper/coverage.svg?branch=master
:target: https://codecov.io/github/sdpython/cpyquickhelper?branch=master
.. image:: http://img.shields.io/github/issues/sdpython/cpyquickhelper.png
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:target: https://github.com/sdpython/cpyquickhelper/issues
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:target: http://www.xavierdupre.fr/app/cpyquickhelper/helpsphinx/all_notebooks_coverage.html
:alt: Notebook Coverage
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:target: https://pepy.tech/project/cpyquickhelper/month
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:target: https://github.com/sdpython/cpyquickhelper/
:alt: size
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:target: https://github.com/sdpython/cpyquickhelper/
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:target: https://github.com/sdpython/cpyquickhelper/
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*cpyquickhelper* is a template to create a module with
C functions in different ways. It implements function
*measure_time*:
::
from cpyquickhelper.numbers import measure_time
from math import cos
res = measure_time(lambda: cos(0.5))
print(res)
::
{'average': 3.909366205334663e-06, 'deviation': 6.238702219064397e-07,
'min_exec': 3.635883331298828e-06, 'max_exec': 5.776062607765198e-06,
'repeat': 10, 'number': 50, 'context_size': 240}
It also implements an event profiler: it logs the timestamp
for every event such as functions call or returns, memory allocations.
::
import io
import numpy
from cpyquickhelper.profiling import EventProfiler
def custom_array(N):
a = numpy.zeros((N, N))
a[:, 0] = 1
a[0, :] = 1
return a
ev = EventProfiler(impl='c')
ev.start()
custom_array(3)
ev.stop()
df = ev.retrieve_results() # DataFrame
st = io.StringIO()
df.to_csv(st, index=False)
print(st.getvalue().replace("\r", ""))
::
time,value1,value2,event,name,mod,lineno,from_name,from_mod,from_line
822467345556400,0,0,return,_setup_profiler,cpyquickhelper/profiling/event_profiler.py,153,start,cpyquickhelper/profiling/event_profiler.py,126
822467345566700,0,0,c_call,_profiling_register_pyinstance,cpyquickhelper.profiling._event_profiler_c,109,_profiling_register_pyinstance,k.py,19
822467345569000,0,0,c_return,_profiling_register_pyinstance,cpyquickhelper.profiling._event_profiler_c,109,_profiling_register_pyinstance,k.py,19
822467345569700,0,0,return,start,cpyquickhelper/profiling/event_profiler.py,109,<module>,k.py,19
822467345575100,0,0,call,custom_array,k.py,5,<module>,k.py,19
822467345579600,0,0,c_call,zeros,numpy,5,zeros,k.py,19
822467345584300,2698130437280,32,malloc,start,cpyquickhelper/profiling/event_profiler.py,109,<module>,k.py,19
822467345590500,0,0,c_return,zeros,numpy,5,zeros,k.py,19
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822467345600400,0,0,free,start,cpyquickhelper/profiling/event_profiler.py,109,<module>,k.py,19
822467345600900,0,0,return,ndarray,numpy,5,ndarray,k.py,19
822467345603200,0,0,call,stop,cpyquickhelper/profiling/event_profiler.py,128,<module>,k.py,19
822467345604900,0,0,call,_restore_profiler,cpyquickhelper/profiling/event_profiler.py,168,stop,cpyquickhelper/profiling/event_profiler.py,151
822467345605600,0,0,c_call,setprofile,sys,168,setprofile,cpyquickhelper/profiling/event_profiler.py,151
**Links:**
* `GitHub/cpyquickhelper <https://github.com/sdpython/cpyquickhelper/>`_
* `documentation <http://www.xavierdupre.fr/app/cpyquickhelper/helpsphinx/index.html>`_
* `Blog <http://www.xavierdupre.fr/app/cpyquickhelper/helpsphinx/blog/main_0000.html#ap-main-0>`_
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