Don't get why you drained all the fresh oil out, but glad you caught the leak.
I hope you don't mean you used a wrench to put it on. If you did good luck getting that thing off later. Usually for the filters its when they touch (ie stop spinning freely) and 1 more turn. That's all it needs. Also you could have just filled up what went out instead of draining all the good stuff out (unless it all was already out).