How do I get a list of subscribers that opened a message?

Looking at the api documentation I don't see a way to get all the subscribers who opened a message.  The     opens are under messages collections which means each message must be iterated to find the opens.  With a list of 400k I don't see how I would have enough api calls to iterate 1 broadcast message.  Am I missing something or is it not possible?
