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Could this be due to the use of synchronous publishing in rospy?

Looking at the code you posted, I don't see an explicit queue_size declared for your publisher. According to rospy/Overview/Publishers and Subscribers - queue_size: publish() behavior and queuing, the queue_size needs to be set for asynchronous publishing to work.