Yes, it's possible. We've grown cantaloupe in containers. Last year we planted the Minnesota Midget variety in #15 (or #20) smart pots. It wasn't a huge yield, but It worked and they actually tasted good!

okay thank you! im not looking for huge yields just a few fruits for me to eat at home.

Sugar Cube did really well for me in a container. The fruit were really very tasty.