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PostgreSQL for Data Engineers: Indexes, Bulk Loads, and the Patterns That Actually Matter

The LedgerSync pipeline was inserting 1.5 million rows into PostgreSQL using pandas.to_sql() . It took four minutes per run. I switched to psycopg2's …

postgresdatabasesqlpsycopg2
Dev.to Jun 2, 2026, 21:27 UTC

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