Does anyone know the approximate size of the standing Waterdeep army? Also, what percentage of the army would Magic users and/or high ranking officials?

Does anyone know the approximate size of the standing Waterdeep army? Also, what percentage of the army would consist of magic users and/or high-ranking officials?

We are playing D&D 5e, but I would be interested in relevant lore from any edition.