In the scenario described, a sunny week is typically associated with high-pressure systems, which bring clear skies and stable weather. Following this sunny week, the forecast predicts a rainy weekend, which is usually indicative of a low-pressure system, as low-pressure systems are associated with cloudiness and precipitation.
Therefore, the correct answer would be:
first a high-pressure system, and then a low-pressure system.