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…. Duckdb no long relies on pandas- use of pyarrow, multiprocessing and background thread batch writing to avoid memory pressure
…atches to increase tolerance to large files with large numbers of validation errors
…and error reports (#36)

* style: Additional logging around file transformation, business rules and error reports

* style: remove unnecessary f string

* refactor: further logging details

* refactor: tweaked some logging messages following review
@georgeRobertson georgeRobertson marked this pull request as ready for review February 10, 2026 13:17
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