Analyzing Open Source / Proprietary Mix

I recently was asked what proportion of our codebase was proprietary, and what proportion was third party (open source). We rely heavily on open source, but this is the first time I've really tried to quantify this.

Any suggestions on how to do this? Any tools out there to do it?