Also, it is quite common for third party C extension modules (those not distributed with Python) to contain memory leaks.  If you are using any third party extension, you should investigate it very carefully to verify it is not leaking memory.  You can use various memory debuggers to help find this problem.  Valrgind and purify come to mind.