Looks like we have to let the seller change their mind before we close.
I will suggest the seller to find another rental nearby.
They are just attached to the house with full of memory. I even want to help them to find another rental or swap with other renters nearby.
Unfortunately my another rental nearby is more expensive and we cannot swap with that.
Thanks again!
Gu-shi