There is a subtle difference between writing production code and test code. Both have to be intention-revealing and maintainable, but good tests are also specifications. As such, tests have to be crystal clear about what's being tested and show the usage of api/code being tested.
Quite a few times, I've seen test-data, setup for mocks, and assertions being tucked (far) away from the actual test, all in the name of maintainability. Hiding these things away makes reading tests harder, and can hide problems with the production code. Imagine a situation when you have (oh, no!) a constructor with ten parameters. To make tests more maintainable, you create a 'helper' method that returns a new instance of the class, and requires only three parameters. You just saved yourself from tons of copy-paste code-reuse, right?
That's certainly one way to look at the problem. However, why does the constructor need ten parameters? Could it be the case that the class has too many responsibilities? Now it's hard to tell; the tests are hiding the problem. This makes them less *useful* than they could be.
Next time you're writing tests and find yourself creating shortcuts for repetitive bits of code or heavy setup, pause and say to yourself: "Hmmm, how interesting...". Perhaps a better way to solve the problem will present itself.
Thanks to Ryan Cooper "Agile Guru" for help with this post.
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