The correct option is:
Ofirst a high-pressure system, and then a low-pressure system.
A sunny week typically indicates a high-pressure system which brings clear skies and stable weather. The forecast of a rainy weekend suggests the approach of a low-pressure system, which is often associated with clouds and precipitation.