The correct response is: first a high-pressure system, and then a low-pressure system.
A sunny week typically indicates the presence of a high-pressure system, which generally brings clear skies and stable weather. Following that, the prediction of a rainy weekend suggests the arrival of a low-pressure system, which is associated with cloudiness and precipitation.