> As a child I did not see it as violent
That's the problem. Hitting a tied up animal until it breaks is clearly a violent affair, similar how hanging puppets in nooses or putting a doll in a guillotine.
I'm sure that there are kids growing up in places where bullfights are common thinking that torturing and killing a bull in a party-like atmosphere is fine.