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Future: Standardize TrackStatus data type #102

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3 tasks
Casper-Guo opened this issue Aug 26, 2024 · 0 comments
Open
3 tasks

Future: Standardize TrackStatus data type #102

Casper-Guo opened this issue Aug 26, 2024 · 0 comments

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@Casper-Guo
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Casper-Guo commented Aug 26, 2024

According to SCHEMA.md, the TrackStatus column should be int type. In reality, it is a mix of int and float type. This has not caused any issue yet because the data is standardized in visualization.py via _correct_dtype before it is used anywhere.

Todos:

  • Rewrite preprocessing pipeline so TrackStatus is always int
  • Reprocess existing data
  • Update _correct_dtype to reflect the change
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