Managing Large PostgreSQL Tables with Native Partitioning and pg_partman

Large PostgreSQL tables storing time-based data suffer from slow queries, bloated indexes, and costly maintenance. Native range partitioning splits data into smaller physical tables, enabling partition pruning and instant data drops, but requires manual creation and cleanup of partitions. pg_partman automates this lifecycle—creating future partitions and enforcing retention policies—removing the operational burden.