A Method to Convert a Python Callable to a C++ std::function Variable
For now, SWIG does not support std::function
yet. So, directly calling to the Python bindings of C++ methods whose parameter is a std::function
variable is not possible. But there is a method to convert a Python callable to a C++ std::function
variable without any modification to the original C++ source code.
For example, the following class has a method which takes a std::function<bool(int)>
variable as parameter:
#include <functional>
#include <iostream>
class MyClass {
public:
void setCallback(std::function<bool(int)> callback) {
m_callback = callback;
}
void executeCallback(int value) {
if (m_callback) {
bool result = m_callback(value);
std::cout << "Callback result: " << result << std::endl;
}
}
private:
std::function<bool(int)> m_callback;
};
To make the setCallback
method above usable in Python, the first step is to define a wrapper for a Python callable in the SWIG interface like this:
%{
#include <functional>
#include <Python.h>
std::function<bool(int)> make_std_function(PyObject* callable) {
return [callable](int value) -> bool {
PyGILState_STATE state = PyGILState_Ensure();
PyObject* arg = PyLong_FromLong(value);
PyObject* result = PyObject_CallFunctionObjArgs(callable, arg, NULL);
Py_DECREF(arg);
if (!result) {
PyErr_Print();
PyGILState_Release(state);
return false;
}
bool ret = PyObject_IsTrue(result);
Py_DECREF(result);
PyGILState_Release(state);
return ret;
};
}
%}
As shown above, the wrapper is able to convert a Python callable to a std::function<bool(int)>
variable. And here is how to use it.
%extend MyClass {
void setCallback(PyObject* callable) {
if (!PyCallable_Check(callable)) {
PyErr_SetString(PyExc_TypeError, "Argument must be a callable");
return;
}
$self->setCallback(make_std_function(callable));
}
}
At last, we can directly use setCallback
in Python now. And Python lambda
is also supported.
import example
def my_callback(value):
print(f"Callback called with value: {value}")
return value > 0
obj = example.MyClass()
obj.setCallback(my_callback)
obj.executeCallback(10)
obj.executeCallback(-5)
positive = lambda value: value > 0
obj.setCallback(positive)
obj.executeCallback(10)
obj.executeCallback(-5)
However, this is just a simple example and still needs more work in memory management.