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The current Feast use timestamp to support time travel. With the upcoming integration with Iceberg, deltalake etc, we need to support snapshots based time travel as well.
- How materialize can use snapshot to incrementally load data.
- How get_historical_features can use snapshot to get the features at that time point.
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Is your feature request related to a problem? Please describe.
A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]
The current Feast use timestamp to support time travel. With the upcoming integration with Iceberg, deltalake etc, we need to support snapshots based time travel as well.
Describe the solution you'd like
A clear and concise description of what you want to happen.
Describe alternatives you've considered
A clear and concise description of any alternative solutions or features you've considered.
Additional context
Add any other context or screenshots about the feature request here.