Despite its name, the Desert Candle Cactus is not a cactus. Instead, Euphorbias are all a type of succulent. They contain a milky, latex, poisonous sap that's produced to deter herbivores. Native to south and west Africa the Desert Candle Cactus is extremely drought tolerant and likes dry, hot climates.