Giant parsnip from Korean shop
Sounds like Daikon Radish to me. It is commonly found in Korean supermarkets and looks slightly like parsnip. Some can grow longer than 2 feet.



Another possibility is Parsley Root. These look very similar to Parsnips but are generally not as bulbous near the top, longer and more slender.