I am a local. Tourism itself is certainly gets many complaints but its because its driving up the cost of living and the city's infrastructure suffers during peak times. Petty crime and vice isn't spoken about all that much really.
Personally I feel this is the safest city I've lived in. The pick pockets seem to get unsuspecting tourists but if you have any self awareness you'll be fine.