Good point. Late arriving data is such a challenging problem. Perhaps if you have the load date, you could condition on that. We will think about the 'snapshot

Good point. Late arriving data is such a challenging problem. Perhaps if you have the load date, you could condition on that. We will think about the 'snapshot the outputs' approach as well.