What is a columnar storage format and why is Parquet efficient?

Columnar storage stores data by columns instead of rows, improving compression and query performance.

Formats like Parquet store values column-wise, enabling better compression, predicate pushdown, and reduced I/O for analytical queries. Instead of scanning entire rows, only required columns are read, significantly improving performance in large-scale analytics systems.