No, if you play for long enough. you will see unique level (for boss it seems) and some levels later there will just be level without trapdoor.
huh, so there is an end
Oh no, a level without trapdoor sounds like a bug
It should be endless, but if I remember correctly there is only new stuff up to floor 7, when Onis start spawning.