Master or Jack of all trades?

A friend asked a question recently and since then I have been turning over the question in my mind without a solid answer. The question was 'Is it better to have a lot of knowledge about one field or is it better to have knowledge about a lot of fields?'. In essence, is it better to be a 'jack of all trades and master of none' or a master of one field?