Choose Columnar Format Based on Read Path, Not Features

The article argues that selecting a columnar storage format should start by modeling the actual read workload, including projection, selectivity, and concurrency. It provides a framework to estimate query cost and emphasizes testing with real engines, update patterns, and failure scenarios. The key takeaway: benchmark your specific workload rather than chasing the newest encoding features.