Build a Column Store

Build a columnar OLAP engine like ClickHouse/Parquet: row vs column layout, RLE/dictionary/bit-packing encodings, vectorized execution, predicate pushdown, hash + sort-merge joins, and the storage layer behind Snowflake, BigQuery, and modern data warehouses.