Place a large frying pan over a high heat and stir in the olive oil, tomatoes, garlic, parsley, cumin, paprika, salt, sugar and pepper. Bring to the boil then cover, reduce heat to low and leave to simmer gently, stirring occasionally, for about 25 minutes until the mixture becomes a thick sauce. If the sauce looks too dry at any point add 1-2 tbsps water.