I have an application in C and at some point I need to solve a non-linear optimization problem. Unfortunately AFAIK there are very limited resources to do that in C (please let me know otherwise). However it is quite simple to do it in Python, eg scipy.optimize.minimize .
While I was trying to do that I encountered some of what it seems to be very frequent pitfalls, eg Python.h
not found, module not loading, segmentation fault on function call, etc.
What is a quick and easy first-timer's way to link the two programs?
There are some things that you have to make sure are in place in order to make this work:
python-dev
package). Python.h
file, eg by locate Python.h
. One of the occurrences should be in a sub(sub)folder in the include
folder, eg the path should be something like ../include/python2.7/Python.h
. #include “<path_to_Python.h>"
in your C code in order to be able to use the Python API. Use any tutorial to call your Python function. I used this one and it did the trick. However there were a couple of small points missing:
Whenever you use any Py<Name>
function, eg PyImport_Import()
, always check the result to make sure there was no error, eg
// Load the module object pModule = PyImport_Import(pName); if (!pModule) { PyErr_Print(); printf("ERROR in pModule\\n"); exit(1); }
Immediately after initializing the Python interpreter, ie after Py_Initialize();
, you have to append the current path to sys.path
in order to be able to load your module (assuming it is located in your current directory):
PyObject *sys = PyImport_ImportModule("sys"); PyObject *path = PyObject_GetAttrString(sys, "path"); PyList_Append(path, PyString_FromString("."));
.py
. ../include/python2.7/Python.h
file you used before? Include the include
folder in the list of the header files directories with the -I
option in the gcc
options during compilation, eg -I /System/Library/Frameworks/Python.framework/Versions/2.7/include
. include
folder is located, eg -L /System/Library/Frameworks/Python.framework/Versions/2.7/lib
, along with the -lpython2.7
option (of course adjusting it accordingly to your Python version). Now you must be able to successfully compile and execute your C program that calls in it your Python program.
I hope this was helpful and good luck!
Sources:
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