Question: are they smoking real cigarettes in movies?
Answer: Yes, they are called herbal cigarettes . They are indeed the ones used by non-smoking actors, although they have other uses, in particular as a (probably outdated) smoking cessation tool. They are particularily useful for actors who are former smokers and do not want to relapse.