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In a frying pan, fry the chorizo, onion and garlic for 5 mins or until the chorizo is browning on the outside. Drain the excess oil, then stir in the spices.
Pour in the tomatoes, lemon juice, chickpeas and seasoning. Bubble for 5 mins more to thicken slightly, then sprinkle over the parsley. Serve with toasted sourdough.