Hi I'll b visitin London in Oct & i wanted 2 know if the winter collection will be out by the end of october?

Question

when is the best timing to buy good winter clothes(jumpers&coats) ?, i also wanted to know How do fashion seasons work? when i can go shopping in winter (in general not in the sale )

thx