Usually when something doesn't go as quick as you were hoping, profiling is unhelpful and you have to take the python bytecode to bits to find out what the hell it's doing inside.
When you are attempting to do a very specific thing. Not going to go into what that might be, unless you're curious, but sometimes you do need to know exactly or as close to exactly how your code is operating.
