Yes, I understand what you're doing. What I don't understand is why. It sounds like that data you're indexing isn't time-series data, because time-series data typically doesn't need to be updated after a few days like you're data does. If the data isn't time-series data I suggest you stop treating it as such, and the problem you currently have would go away.