I m looking for a pop up/interactive childrens book that my grandma used to read to me.?

It had to do with space/aliens maybe/ planets/ stars. I remember it had a small rhyme that goes "star light star bright first star I see tonight. I wish i may i wish i might have this wish I wish tonight." It had little pop ups and things to pull so it was interactive. I just cant find what it was called.