Do tenant have to be evicted from pha because of illegal act of guest?

I assume you are talking about a public housing project, which is typically owned by the Public Housing Authority (PHA). Yes, they can evict a tenant because of guest illegal activities, but they don't have to, especially if you make an agreement with them -- and abide by such -- that you won't have this person on the premises again.