Getting the Most Recent Version of a Feature Value

There is a couple of interesting requirements from like a systems engineering perspective when it comes to feature data. In the online case you're generally looking for the freshest data so you want the most recent version of a feature value. And in the training or offline contexts you want to get the correct value for like a historical point in time. So that's a different set of priorities for those two different contexts that you need the feature values.

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