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Service calls are blocking in the sense that the caller will block until the server returns a response, and that the server for a particular service will only handle one request at a time.

I don't believe there's anything in the specification that says that two different services advertised from the same node will block each other. In reality, I suspect that rospy handles each service in its own thread, so that they don't block each other.