Data migration is like moving house — every data engineer has faced this headache: a pile of SQL statements that need rewriting, as if you have to disassemble and reassemble all the furniture.

Different systems’ SQL syntax is like different dialects. Although they all speak the SQL language, each has its own “accent” and habits. “If only there were a ‘translator’!” This is probably the wish of every engineer who has experienced system migration.