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Issues when parsing large files #2

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SreeDan opened this issue Oct 7, 2024 · 0 comments
Open

Issues when parsing large files #2

SreeDan opened this issue Oct 7, 2024 · 0 comments

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@SreeDan
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SreeDan commented Oct 7, 2024

With the new polling rate on drivebrain, the files are getting very large. As we add more signals and put more data onto the VehicleState topic, the file size will just keep getting bigger. My computer and our cloud instance doesn't have the RAM to process all of this data in one go. As an immediate solution, we can start to sample the data at a lower rate (like 200hz).

Going forward, we will need to be able to quickly parse all the raw information in these files. One way we can combat this is by analyzing our data in batches and creating multiple data files, and then combining them at the end. We should also explore writing to HDF5 files because MATLAB can import data from them.

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