In BrE, it's "hurry up [a bit]".
"We don't have enough time for shopping" is fine.
I would prefer something like "the department store doesn't have enough stock of all the items on display." We don't normally call things on display in a shop "exhibits". That's usually reserved for museums, art galleries etc.
Student or Learner