Parsing Meta Blocks using Python's dataclass
Class Meta is a ubiquitous Python pattern that's often used to define class-specific attributes in a framework.
This is a powerful pattern, but parsing options can get redundant. I was recently prototyping a system and found myself spending more type writing type-checks and option validation than I did actually solving the problem at hand. This inspired me to come up with a simple design pattern to reduce complexity. This pattern leverages Python’s new excellent dataclass construct.
Here’s an example:
What this does:
- Ensures that valid arguments are passed and that they’re of the correct type. If, for example, quantity was a string, your program would throw a TypeError.
- Ensures that no invalid options are passed. If, for example, we added an extraneous option in our class Meta block, the program would also throw a TypeError.
All this in ~10 lines of code. This pattern is especially useful when dealing with tall inheritance chains and/or metaclasses.