Python: Row Mapping Question When does row mapping need a refactor? (Click to reveal answer) Answer When the rule is no longer easy to explain, test, or change without surprising nearby code. Refactoring is justified by reduced risk and better clarity, not by aesthetic preference alone. Additional NotesWhen does row mapping need a refactor? Track: Python Topic: Data Access Focus: Row Mapping Topics: Data Access Python Row Mapping