That's a Benjamin or Sheridan air rifle with the bolt action. When you open the bolt to load a pellet, it cocks. Then you pump the forend up to charge it. 8 pumps will really zing a pellet from one of those. They were the baddest pellet guns around when I was a kid.

It could be either .177, .20, or .22 caliber.