Automating Real‑Time and Offline Data Verification for Ranking Lists during Large‑Scale Promotions
The article describes the evolution from manual to semi‑automatic and finally fully automatic solutions for verifying real‑time and offline ranking data during major sales events, detailing rule extraction, Hive‑based SQL generation, execution, and the resulting reduction in human effort.