When I first moved here I was quick to learn that it was considered impolite or rude to walk and eat.
It is frowned upon unless in certain settings (festival, food trucks etc) generally. However, it seems to be changing a bit with the younger generation.
However, parents still teach their children that it is not something that should be done.
And I generally don’t do it as it makes me self conscious. I’d prefer to stop and “pull over” to eat or drink something.