Invisible villagers in Survival offline

I encountered 2 invisible mobs, the first made villager sounds and the second was a wandering trader. The first villager seemed to occupy stone blocks taking damage when the correct block was hit, I could not screenshot this. The wandering trader had a lead attatched to a llama, the llama attacked me after I killed its master.