Actually no meanings lol
are totally the same meaning.
か itself in this sentence is no meaning, just one of expression.
But I could say if you put か in this sentence, I feel like you put more your emotion in this sentence.
Maybe you really wanted to buy やきそばパン, but you can not buy it. It little bit make sentence more strong your emotion than without か.