Comment by YetAnotherNick

I guess so. Virtual environments doesn't solve any of the problems as python authors either don't specify the version or their dependency author doesn't specify it. Try running any of the program which is >3 years old. I remember in one of the programs I needed to pin 10 dependency versions manually to make it run.