Depends entirely on the crowds. You can walk through at a brisk pace in 5 min by dodging people (a lot of people will abruptly stop and take pics, so be careful not to run over people) or you can spread out your time, take pics at every single step and make it last an hour. It's up to you.
Crowds are normally manageable and if they're not, try a different time or different night.