从c++调用MATLAB错误:无法解析的外部符号

Calling MATLAB from C++ errors: unresolved external symbol

本文关键字:外部 符号 调用 c++ MATLAB 错误      更新时间:2023-10-16

从c++调用MATLAB函数时,我遇到了几个错误。主要思路是:首先编译MATLAB函数并生成DLL文件,然后在c++中包含。h和。lib文件。最后,编写.cpp来测试和调用该函数。这是我的详细步骤,请告诉我哪里错了。

(使用MATLAB 2012b和Visual c++ 2008, Windows 7 64位)

在MATLAB

:

  1. mbuild -setupmex -setup设置Visual Microsoft Visual c++ 2008 SP1为编译器。
  2. 在文件夹C:UsersWangYudongDocumentsMATLABMyAdd_M中创建MyAdd.m,功能如下:

    function [c] = MyAdd(a, b)
    c = a + b;
    
  3. mcc -W cpplib:libMyAdd -T link:lib MyAdd编译MyAdd.m,生成libMyAdd.dlllibMyAdd.hlibMyAdd.lib等多个文件。

在c++

  1. 选择 vc++ DirectoriesInclude files添加E:MATLABR2012bexterninclude .

  2. 选择 vc++ DirectoriesLibrary files添加E:MATLABR2012bexternlibwin64microsoftC:UsersWangYudongDocumentsMATLABMyAdd_M .

  3. 选择 linkker InputAdditional Dependencies添加新条目:

    mclmcr.lib
    mclmcrrt.lib
    libmx.lib
    libmat.lib
    libMyAdd.lib
    
  4. 新建MyAdd_test.cpp,并将libMyAdd.dll, libMyAdd.hlibMyAdd.lib放在同一个文件夹中。在头文件中增加libMyAdd.h,在资源文件中增加libMyAdd.hlibMyAdd.lib

MyAdd_test.cpp的代码如下:

#include "mclmcr.h"
#include "matrix.h"
#include "mclcppclass.h"
#include "libMyAdd.h"
int main() {   
    double a = 6;
    double b = 9;
    double c;
    // initialize lib
    if( !libMyAddInitialize()) {
        std::cout << "Could not initialize libMyAdd!" << std::endl;
        return -1;
    }
    // allocate space
    mwArray mwA(1, 1, mxDOUBLE_CLASS);
    mwArray mwB(1, 1, mxDOUBLE_CLASS);
    mwArray mwC(1, 1, mxDOUBLE_CLASS);  
    // set data
    mwA.SetData(&a, 1);
    mwB.SetData(&b, 1);
    // use function: MyAdd
    MyAdd(1, mwC, mwA, mwB);
    // get data
    c = mwC.Get(1, 1);
    printf("c is %fn", c); 
    // terminate the lib
    libMyAddTerminate();   
    // terminate MCR
    mclTerminateApplication();
    return 0;
}  

最后,结果是

Compiling...
MyAdd_test.cpp
Linking...
MyAdd_test.obj : error LNK2019: unresolved external symbol _mclTerminateApplication_proxy referenced in function _main
MyAdd_test.obj : error LNK2019: unresolved external symbol _libMyAddTerminate referenced in function _main
MyAdd_test.obj : error LNK2019: unresolved external symbol "__declspec(dllimport) void __cdecl MyAdd(int,class mwArray &,class mwArray const &,class mwArray const &)" (__imp_?MyAdd@@YAXHAAVmwArray@@ABV1@1@Z) referenced in function _main
MyAdd_test.obj : error LNK2019: unresolved external symbol _libMyAddInitialize referenced in function _main
MyAdd_test.obj : error LNK2019: unresolved external symbol _mclGetMatrix referenced in function "public: __thiscall mwArray::mwArray(unsigned int,unsigned int,enum mxClassID,enum mxComplexity)" (??0mwArray@@QAE@IIW4mxClassID@@W4mxComplexity@@@Z)
MyAdd_test.obj : error LNK2019: unresolved external symbol _mclcppGetLastError referenced in function "public: static void __cdecl mwException::raise_error(void)" (?raise_error@mwException@@SAXXZ)
MyAdd_test.obj : error LNK2019: unresolved external symbol _mclcppCreateError referenced in function "public: __thiscall mwException::mwException(void)" (??0mwException@@QAE@XZ)
MyAdd_test.obj : error LNK2019: unresolved external symbol _ref_count_obj_addref referenced in function "public: __thiscall mwException::mwException(class mwException const &)" (??0mwException@@QAE@ABV0@@Z)
MyAdd_test.obj : error LNK2019: unresolved external symbol _ref_count_obj_release referenced in function "public: virtual __thiscall mwException::~mwException(void)" (??1mwException@@UAE@XZ)
MyAdd_test.obj : error LNK2019: unresolved external symbol _error_info_get_message referenced in function "public: virtual char const * __thiscall mwException::what(void)const " (?what@mwException@@UBEPBDXZ)
MyAdd_test.obj : error LNK2019: unresolved external symbol _array_ref_getV_int referenced in function "public: class mwArray __cdecl mwArray::GetPromoted(unsigned int,...)" (?GetPromoted@mwArray@@QAA?AV1@IZZ)
MyAdd_test.obj : error LNK2019: unresolved external symbol _array_ref_set_numeric_mxDouble referenced in function "public: void __thiscall mwArray::SetData(double *,unsigned int)" (?SetData@mwArray@@QAEXPANI@Z)
MyAdd_test.obj : error LNK2019: unresolved external symbol _array_ref_get_numeric_mxDouble referenced in function "public: __thiscall mwArray::operator double(void)const " (??BmwArray@@QBENXZ)
C:UsersWangYudongDocumentsVisual Studio 2008ProjectsMyAdd_CDebugMyAdd_C.exe : fatal error LNK1120: 13 unresolved externals

实际上,上面的工作是我从c++调用自定义MATLAB函数的测试。我接下来的工作是将一个MATLAB程序转换成c++,其中包含imread, edge, strel等图像处理功能。我试过MATLAB编码器,但它不能转换MATLAB函数。所以我尝试了上面的方法。是转换这些函数的有效方法还是我应该使用OpenCV实现它们?

在开始之前,请确保安装了受支持的编译器。如果您在64位Windows上使用VS Express版本,则可能是Visual c++和Windows SDK。接下来,您需要通过至少运行一次这些步骤来配置MATLAB:

>> mex -setup
>> mbuild -setup

现在给出下面的简单函数:

MyAdd.m

function c = MyAdd(a,b)
    c = a + b;
end

我们想用MATLAB编译器mcc构建一个c++共享库:

>> mcc -N -W cpplib:libMyAdd -T link:lib MyAdd.m -v

这将生成两个文件,包括一个头文件、一个DLL和一个导入库:

libMyAdd.h
libMyAdd.dll
libMyAdd.lib

接下来我们创建一个c++程序来测试上面的库:

MyAdd_test.cpp

#include "libMyAdd.h"
int main()
{
    // initialize MCR and lib
    if (!mclInitializeApplication(NULL,0))  {
        std::cerr << "could not initialize the application" << std::endl;
        return -1;
    }
    if(!libMyAddInitialize()) {
        std::cerr << "Could not initialize the library" << std::endl;
        return -1;
    }
    try {
        // create input
        double a[] = {1.0, 2.0, 3.0, 4.0};
        double b[] = {5.0, 6.0, 7.0, 8.0};
        mwArray in1(2, 2, mxDOUBLE_CLASS, mxREAL);
        mwArray in2(2, 2, mxDOUBLE_CLASS, mxREAL);
        in1.SetData(a, 4);
        in2.SetData(b, 4);
        // call function
        mwArray out;
        MyAdd(1, out, in1, in2);
        // show result
        std::cout << "in1 + in2 = " << std::endl;
        std::cout << out << std::endl;
        double c[4];
        out.GetData(c, 4);
        for(int i=0; i<4; i++) {
            std::cout << c[i] << " " << std::endl;
        }
    } catch (const mwException& e) {
        std::cerr << e.what() << std::endl;
        return -2;
    } catch (...) {
        std::cerr << "Unexpected error thrown" << std::endl;
        return -3;
    } 
    // cleanup
    libMyAddTerminate();   
    mclTerminateApplication();
    return 0;
}

我们可以直接从MATLAB内部编译这个程序:

>> mbuild MyAdd_test.cpp libMyAdd.lib -v
>> !MyAdd_test

我们也可以使用Visual Studio自己编译它。我们首先创建一个本机控制台应用程序,然后按如下方式设置项目设置:

  • 从菜单中选择"项目>属性"并将设置应用于"所有配置"(包括调试和发布目标)
  • 在C/c++属性下,通过添加包含生成的头文件libMyAdd.h的目录以及包含MATLAB头文件的目录来设置"附加包含目录":

    $matlabrootexterninclude
    
  • 同样在"链接器"下,设置"附加图书馆目录"。这将是与之前包含libMyAdd.lib的目录相同的目录,以及在我的情况下:

    $matlabrootexternlibwin32microsoft
    

    然后进入"链接器>输入",在"附加依赖项"中添加以下内容:

    libMyAdd.lib
    mclmcrrt.lib
    
  • 最后在"Debugging> Environment"下,您可能希望扩展PATH环境变量,以包含包含生成的libMyAdd.dll文件的目录。这样你就可以直接按F5编译,直接从vs中运行程序。

    PATH=%PATH%;C:pathtooutputfolder
    

如果你经常这样做,你可以创建一个属性表,然后可以在其他vc++项目中重用。