Hi,

I have video analytic data:
- time
- object type (car, person, etc)
- object bounding box (x,y,width,height)
- track id

I'd like to do transformations where I need to process detections belonging
to the same track in time order.

My input data is ordered by time. I do some filtering first (eg.: filter
cars) than apply sliding windows (eg.: 10 sec window size, with 5 sec step)
and group by track id.

Can we assume anything about the order of events in the windows? Is the
order preserved? I need to process them in time order, if the order is not
preserved what would be the best approach? I can of course collect and sort
the data but it has significant performance and memory impact. (I need to
process events on the billion scale).

Thank you,
Gyorgy


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György Balogh
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