On this page, we introduce how to implement a read-only Columnar Store (DuckDB) node leveraging the MySQL binlog mechanism. https://github.com/alibaba/AliSQL/blob/master/wiki/duckdb/du... In this implementation, we have performed extensive optimizations for binlog batch transmission, write operations, and more.