An easy way to do this that I've used is to cache web requests. This way, I can run the part of the code that gets the data again with say a modification to grab data from additional urls, and I'm not unnecessarily rerunning my existing URLs. With this method, I don't need to modify existing code either, best of both worlds.

For this I've used the requests-cache lib.