Flutter 2: How to extend ThemeData

Update in 2022: With the release of Flutter 3.0, we have a better solution:

Flutter 3: How to extend ThemeData

Problem

The way to extend ThemeData in Flutter has been a frequently asked question on StackOverflow: Is it possible “extend” ThemeData in Flutter.