Sahih Bukhari Volume 004, Book 054, Hadith Number 541.

Narated By Abu Huraira : Allah's Apostle said, "If somebody keeps a dog, he loses one Qirat (of the reward) of his good deeds everyday, except if he keeps it for the purpose of agriculture or for the protection of livestock."