How to get heap / RAM usage of a program?

I don't find how I can get the peak RAM usage of the program without putting process.memory() on every step

That's what you'd have to do I'm afraid - there's no way to get peak RAM usage without doing that. It's a bit tricky to get a solid figure for that because of garbage collection.