Feature/ndit 655 refdata arrow integration#37
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stevenhsd merged 15 commits intodevelop_v06from Feb 12, 2026
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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
…ced test coverage for reference data loaders
…ttps://github.com/NHSDigital/data-validation-engine into feature/ndit-655_refdata_arrow_integration
…dation-engine into feature/ndit-655_refdata_arrow_integration
…eline/data contract rather than always instantiating new pool
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