Ask HN: What to do with historical aggregated data after algorithm change?

Hello there, I would like to hear your advise. What do you do with existing aggregated data in lambda architecture after algorithm change? Lets say when you improve it.<p>Do you reprocess all historical data with a new algorithm? Do you use versioning for algorithms and computed metrics? What about clients who already used aggregated data in the past?<p>Thank you!