All the villagers in my trading hall and iron farm despawned

In my friend and I's  minecraft world all the villagers despawned in our trading hall and iron farm. Also in many villages around the area. I'm not sure how this occured but this is quite frustrating because we had protection 4, thorns 3, mending and all overpowered enchantments. We lost over 40 villagers overall.