cython_tutorial | A porject for learning Cython | Machine Learning library
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A porject for learning Cython
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QUESTION
Note that I'm new to the C language. According to Basic Tutorial of Cython, I believe there are two ways of using Cython: Building the extension of pure Python code, and using Ctype variable (cdef).
What I don't understand is the difference between them. Which one of them is the more efficient or proper way to using Cython?
...ANSWER
Answered 2021-May-25 at 14:49Most Python codes can be directly "cythonized", with no change to your code. Nevertheless, to get the best of Cython, you need to adapt your Python code by providing the cdef
and the type of your variables. Not mandatory, but essential to get the decent speed up that you expect from Cython.
QUESTION
I'm new to Cython, but got it working by following this basic guide from the official docs:
All it says is: "Cython has a way to visualise where interaction with Python objects and Python’s C-API is taking place. For this, pass the annotate=True parameter to cythonize(). It produces a HTML file."
I'm very surprised that I couldn't just Google this one or that no one on stackoverflow has asked this. But I can't figure out how to get it to work. It doesn't show specifically what it wants. So I tried the most obvious syntax (in Setup.py):
...ANSWER
Answered 2019-Jul-13 at 17:28Here is what I finally used that now seems to work:
QUESTION
I'm testing out Cython on Windows 10 (Spyder 3.2.3) and Python 3.6.3 following the Tutorial, and I wrote this function:
...ANSWER
Answered 2017-Oct-13 at 19:41You have written a cdef
function and are trying to call it from python. Unfortunately, cdef
functions are not visible from python (see http://docs.cython.org/en/latest/src/userguide/language_basics.html#python-functions-vs-c-functions) so you need to do a little bit more work to expose your function to python. In particular you would need to write either a def
function or a cpdef
function that calls your cdef
function and then call that function from python.
QUESTION
I was playing with the cython tutorial (http://docs.cython.org/en/latest/src/tutorial/cython_tutorial.html)
And I have a directory like so:
...ANSWER
Answered 2017-Sep-29 at 21:40This was solved in a comment but posted as an answer for completeness:
Python is describing the functions as "built-in function" purely to mean that it's compiled in C, rather than meaning that it's a standard library function, and so there was issue with this - the correct function was being found in the correct module.
On my PC it appears as which is a more helpful message. I think this might be a Python 3 improvement (but I'm not 100% sure).
QUESTION
I'm trying to compile Cython code and use it as Python module. I followed Cython's basic tutorial. I've made file hellowolrd.pyx:
...ANSWER
Answered 2017-Sep-22 at 09:41Normally, the linker searches for a library with name libXXX.so
and not libXXX.so.1.0
(and if not successful, then for library with name libXXX.a
). Usually libXXX.so
is a symlink to libXXX.so.Y.0
which is the real library.
You can watch the linker working by calling the link-command with -Wl,--verbose
, e.g.:
QUESTION
I'm new to Cython, so please forgive me if this is a noob question. I'm trying to modify the primes example into a pure c++ (.h/.cpp) implementation which then is wrapped by a .pyx file.
primes.h:
...ANSWER
Answered 2017-Feb-15 at 22:14Could you rename primes.cpp
to e.g. primesc.cpp
? I think primes.pyx
is compiled to primes.cpp
by Cython as part of the build, so there's a filename clash.
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