I bought a movie from itunes on my mac air and now I can't find it.

I bought the movie Beautiful Creatures from iTunes on my Mac Air. I was in the middle of downloading it, when iTunes crashed and I had to reopen it. When I did, the movie was gone and so was the currently downloading option. I spent $20 on this movie and it seems the only option is to buy it again. I could really use some help! Thanks