I learned to purge eggplant from my grandmother . If the eggplant is very fresh, this operation can be omitted, but I do not find it counterproductive, on the contrary. It is not easy to know beforehand whether the eggplant will be sweet or bitter- you only find out when it is cooked, with the risk of having a bad result. I therefore always purge them.