如何与Python中的MATLAB交互?

问题描述

一个朋友问我要创建一个小的Web界面来接受一些输入，然后将其发送给MATLAB进行数字运算并输出结果.我是一名Python/Django开发人员，因此可以处理Web界面，但是对于MATLAB却一无所知.具体来说:

A friend asked me about creating a small web interface that accepts some inputs, sends them to MATLAB for number crunching and outputs the results. I'm a Python/Django developer by trade, so I can handle the web interface, but I am clueless when it comes to MATLAB. Specifically:

• 我想真的要避免将其托管在Windows服务器上.使用Windows上创建的脚本让MATLAB在Linux上运行是否有任何问题?
• 我应该研究将命令打包还是将其编译为C并使用ctypes与之交互吗?
• 如果要走编译的道路，那么关于将其编译并在Python中工作，我应该知道些什么吗? (自从我编译或使用C以来已经很长时间了)

• I'd really like to avoid hosting this on a Windows server. Any issues getting MATLAB running in Linux with scripts created on Windows?
• Should I be looking into shelling out commands or compiling it to C and using ctypes to interact with it?
• If compiling is the way to go, is there anything I should know about getting it compiled and working in Python? (It's been a long time since I've compiled or worked with C)

有关如何实现此目标的任何建议，技巧或窍门?

Any suggestions, tips, or tricks on how to pull this off?

推荐答案

有一个 python-matlab桥接器，其独特之处在于Matlab作为服务器在后台运行，因此您不必每次调用Matlab函数时就拥有启动成本.

There is a python-matlab bridge which is unique in the sense that Matlab runs in the background as a server so you don't have the startup cost each time you call a Matlab function.

下载和以下代码一样简单:

it's as easy as downloading and the following code:

from pymatbridge import Matlab
mlab = Matlab(matlab='/Applications/MATLAB_R2011a.app/bin/matlab')
mlab.start()
res = mlab.run('path/to/yourfunc.m', {'arg1': 3, 'arg2': 5})
print res['result']

yourfunc.m的内容如下所示:

where the contents of yourfunc.m would be something like this:

%% MATLAB
function lol = yourfunc(args)
    arg1 = args.arg1;
    arg2 = args.arg2;
    lol = arg1 + arg2;
end

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