Heat the oil in a large pot or wok. When the oil is hot, add the onions and stir fry for 2 or 3 minutes. Add the cinnamon, peppercorns, cardamom and cloves and continue to stir fry until the onion is golden. Add the garlic and ginger pastes and stir another minute. Mix in the chopped tomatoes.