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Initial migration is finished to the extend of currently written testing. A few more small things left:
Rewrite log trimming
Add tests for log trimming
Ensure column ordering is consistent
See if there's a way to bring back time-interval based rolling windowing. We were able to handle this in pandas because the index was a timedelta but there isn't an analogous approach available in polars.
Not an urgent task, but would be helpful to align with my processing libraries for other devices.
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