Vegetable Vocabulary

I realised I hadn't taken a photo today so looked around the apartment for something to photograph. I decided I would use blip to get some help. We bought this vegetable in the supermarket at the weekend because it looked cool, thinking it would be like a cucumber. As you can see it is not like a cucumber at all! Can anyone name it? If anyone knows which bits you are supposed to eat that would be even better!