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Python
Bulk Insert with executemany
Insert many rows in one round-trip using executemany. Orders-of-magnitude faster than a loop of single inserts — and the driver handles batching/parametrization for you.
@admin
Python
sqlite3 with Row Factory + Context
Stdlib sqlite3 is fine for embedded / small workloads. Use `with conn:` for automatic commit/rollback, and a row_factory so you get dicts (or namedtuples) instead of bare tuples.