Well, they are an Atlantic species so California could only have this species of octopus shipped...
try any fish exporter/shop in Florida, thats the best bet. But even then it might not be 'true' joubini you get... there are several species that all look similar. O. mercatoris is often incorecctly labelled as joubini for example...
Does it need to be O.j.?