If you need to optimize for performance, a common approach in Python is to extend it in C/C++. It's quite easy to do. Many high performance modules in Python are written in C/C++.

It's also easy to embed Python in a C/C++ program, should you feel the need to add some scripting support to it. A very nice feature of Python, in my opinion.