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by tomtom1337
126 days ago
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Definitely do not parse each row into eg pydantic models. You lose the entire performance benefit of pandas / polars by doing this. If you need it, use a dataframe validation library to ensure that values are within certain ranges. There are not yet good, fast implementations of proper types in Python dataframes (or databases for that matter) that I am aware of. |
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