Amazon Wins $6M in Damages Against Pirated DVD Stores, Plus Domain Takeovers

It's called out that some of the titles being pirated don't get sold as DVDs by Amazon. I have to wonder, how then can I legally own that media ever? if I can't as they won't sell it to me, isn't to that a problem?