How does a water aspirator create partial vacuum?

The pipe narrows. All the water coming in the big end has to go out the little end, so it is moving faster at the little end. A force is required to accelerate the water, so the pressure at the big end is higher than the pressure at the little end. Presto: partial vacuum.