为什么我可以在 Mac OS X 上使用 Cython 编译为 C 但不能编译为 C++

Question

我想弄清楚如何使用 Cython 在 python 中使用 C/C++ 代码。我可以将以下示例用作 C 代码：

sum.h：

#ifndef MY_SUM_H_
#define MY_SUM_H_

int my_sum(int a, int b);

#endif

sum.c:

int my_sum(int a, int b){
    return a + b;
}

test.pyx：

cdef extern from "my_sum.h":
    cdef int my_sum(int a, int b)

cpdef sum_wrap(int a, int b):
    return my_sum(a, b)

setup.py：

from distutils.core import setup
from distutils.extension import Extension
from Cython.Distutils import build_ext

ext_modules = [Extension("test", ["test.pyx", "my_sum.c"], language = "c")]

setup(cmdclass = {'build_ext': build_ext}, ext_modules = ext_modules)

但是，如果我尝试将其作为 C++ 代码进行测试，则会失败。我将 sum.c 重命名为 sum.cpp 并在 setup.py 中将 language 更改为 c++。之后，它看起来像这样：

from distutils.core import setup
from distutils.extension import Extension
from Cython.Distutils import build_ext

ext_modules = [Extension("test", ["test.pyx", "my_sum.cpp"], language = "c++")]

setup(cmdclass = {'build_ext': build_ext}, ext_modules = ext_modules)

应该够了吧？它会产生以下错误：

$ python setup.py build_ext --inplace
running build_ext
cythoning test.pyx to test.cpp
/Users/jensrenders/miniconda3/lib/python3.7/site-packages/Cython/Compiler/Main.py:367: FutureWarning: Cython directive 'language_level' not set, using 2 for now (Py2). This will change in a later release! File: /Users/jensrenders/Dropbox/cython_demo/test.pyx
  tree = Parsing.p_module(s, pxd, full_module_name)
building 'test' extension
gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/jensrenders/miniconda3/include -arch x86_64 -I/Users/jensrenders/miniconda3/include -arch x86_64 -I/Users/jensrenders/miniconda3/include/python3.7m -c test.cpp -o build/temp.macosx-10.7-x86_64-3.7/test.o
warning: include path for stdlibc++ headers not found; pass '-std=libc++' on the command line to use the libc++ standard
      library instead [-Wstdlibcxx-not-found]
1 warning generated.
gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/jensrenders/miniconda3/include -arch x86_64 -I/Users/jensrenders/miniconda3/include -arch x86_64 -I/Users/jensrenders/miniconda3/include/python3.7m -c my_sum.cpp -o build/temp.macosx-10.7-x86_64-3.7/my_sum.o
warning: include path for stdlibc++ headers not found; pass '-std=libc++' on the command line to use the libc++ standard
      library instead [-Wstdlibcxx-not-found]
1 warning generated.
g++ -bundle -undefined dynamic_lookup -L/Users/jensrenders/miniconda3/lib -arch x86_64 -L/Users/jensrenders/miniconda3/lib -arch x86_64 -arch x86_64 build/temp.macosx-10.7-x86_64-3.7/test.o build/temp.macosx-10.7-x86_64-3.7/my_sum.o -o /Users/jensrenders/Dropbox/cython_demo/test.cpython-37m-darwin.so
clang: warning: libstdc++ is deprecated; move to libc++ with a minimum deployment target of OS X 10.9 [-Wdeprecated]
ld: library not found for -lstdc++
clang: error: linker command failed with exit code 1 (use -v to see invocation)
error: command 'g++' failed with exit status 1

我确实得到了一个test.cpp 文件作为输出，但没有共享对象。 是什么原因造成的，如何解决？

感谢您的帮助！

---

编辑： 正如@MaximEgorushkin 指出的那样，cython 尝试使用gcc 编译C++ 文件很奇怪。我可以通过将 os.environ["CC"] = "g++" 添加到setup.py 来强制它使用g++，但这并不能解决问题：

$ python setup.py build_ext --inplace
running build_ext
building 'test' extension
g++ -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/jensrenders/miniconda3/include -arch x86_64 -I/Users/jensrenders/miniconda3/include -arch x86_64 -I/Users/jensrenders/miniconda3/include/python3.7m -c test.cpp -o build/temp.macosx-10.7-x86_64-3.7/test.o
warning: include path for stdlibc++ headers not found; pass '-std=libc++' on the command line to use the libc++ standard
      library instead [-Wstdlibcxx-not-found]
1 warning generated.
g++ -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/jensrenders/miniconda3/include -arch x86_64 -I/Users/jensrenders/miniconda3/include -arch x86_64 -I/Users/jensrenders/miniconda3/include/python3.7m -c my_sum.cpp -o build/temp.macosx-10.7-x86_64-3.7/my_sum.o
warning: include path for stdlibc++ headers not found; pass '-std=libc++' on the command line to use the libc++ standard
      library instead [-Wstdlibcxx-not-found]
1 warning generated.
g++ -bundle -undefined dynamic_lookup -L/Users/jensrenders/miniconda3/lib -arch x86_64 -L/Users/jensrenders/miniconda3/lib -arch x86_64 -arch x86_64 build/temp.macosx-10.7-x86_64-3.7/test.o build/temp.macosx-10.7-x86_64-3.7/my_sum.o -o /Users/jensrenders/Dropbox/cython_demo/test.cpython-37m-darwin.so
clang: warning: libstdc++ is deprecated; move to libc++ with a minimum deployment target of OS X 10.9 [-Wdeprecated]
ld: library not found for -lstdc++
clang: error: linker command failed with exit code 1 (use -v to see invocation)
error: command 'g++' failed with exit status 1

Answer 1

这是一个类似的问题： https://github.com/pandas-dev/pandas/issues/23424

正如他们所建议的，并且如输出中的行所示

clang: warning: libstdc++ is deprecated; move to libc++ with a minimum deployment target of OS X 10.9 [-Wdeprecated]

添加extra_link_args=["-stdlib=libc++", "-mmacosx-version-min=10.9"] 解决了这个问题。 setup.py 然后看起来像这样：

from distutils.core import setup
from distutils.extension import Extension
from Cython.Distutils import build_ext

ext_modules = [Extension("test",
                         sources=["test.pyx", "my_sum.cpp"],
                         language="c++",
                         extra_link_args=["-stdlib=libc++", "-mmacosx-version-min=10.9"])]

setup(cmdclass = {'build_ext': build_ext}, ext_modules = ext_modules)