ByteBrief
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(We tried widescreen once. It wasn't us.)
DuckDB's file_row_number option pages through Parquet files 2.53x faster than OFFSET by skipping row groups without decompression. The speed advantage depends on having many row groups. OFFSET internally uses a similar rewrite for pages under 1,000,000 rows.
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Summary by ByteBrief
Reproducing BM25, Dense Retrieval, SPLADE on MacBook