DuckDB is the embedded analytical engine that has reshaped the landscape. It reads Parquet and CSV directly, vectorises execution and fits inside your Python process. A look at when it genuinely replaces a data warehouse.
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SQLite and DuckDB: When Each Is the Right Choice
SQLite and DuckDB share the embedded model but solve different problems. OLTP vs OLAP explained with practical criteria to choose.
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