I've done a bit more research - it does flower but they don't have petals. Later on, bulb-type lumps (sorry, not very good at this!) appear and the seeds are in there, As with all euphorbia, it's poisonous and has latex in the skin so can be an irritant. It's considered a weed, but so is buddleia according to Network Rail, so it's staying in the garden for now.