It’s like Kayla said. I’ll also point out that in general, we buy whole oranges at the market.
I think your confusion is due to the fact the word “fruit” is usually uncountable — “buy some fruit” or “buy some pieces of fruit.” When we name the fruit, however, it’s usually countable “buy some apples, oranges, and bananas.”