The correct answer 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 is associated with clear skies and fair weather. Following that, a rainy weekend suggests the arrival of a low-pressure system, which is generally associated with cloudy weather and precipitation.