donkirkby

Friday, August 17, 2012

Unit Tests

This is a discussion of the benefits and philosophy of test-driven development that I wrote many years ago. I don't think there's anything ground-breaking here, but it's a nice compilation of what I've read and learned over the years.

Whaddya mean, test?

A whale is not a fish, it's an insect. -- Peter Cook
A unit test is not a test, it's a specification. -- Agile development mindset

One of these is a joke, and one is a useful way to think about the world. When you write one unit test, you actually get two things.

  1. A safety net - If you or another developer make some changes that break the code, that unit test will start failing. If you run the test right after you make the change, then it's obvious that your change is the one that broke the code.
  2. A working example - If you write your test clearly, then other developers can look at it to see how your class should be used. Not only that, but error condition tests explicitly show how not to use it.

An example

There's a nice, simple example of a unit test in this blog post by Jeff Langr. It tests an implementation of the exponent function. Here are some excerpts:

First, a simple case of squaring the numbers from 1 to 10:

   public void testSquares() {
      for (int i = 1; i < 10; i++)
         assertEquals(i + " squared:", i * i, MathUtil.power(i, 2));
   }

Then, some more exotic cases:

   public void testOneRaisedToAnythingIsAlwaysOne() {
      assertEquals(1, MathUtil.power(1, 1));
      assertEquals(1, MathUtil.power(1, 2));
      assertEquals(1, MathUtil.power(1, LARGE_NUMBER));
   }

And, finally, some error conditions:

   public void testNegativeExponentsUnsupported() {
      try {
         MathUtil.power(1, -1);
         fail("should not be supported");
      }
      catch (UnsupportedOperationException expected) {
      
      }
   }

These three cases are typical of the kinds of things to put in your tests. You've specified how to use the class, as well as how not to use the class and shown what will happen when the class is abused.

Whaddya mean, test driven?

OK, I wrote my code and it works; now I have to write a unit test? That can be pretty painful. It's even worse if you get asked to try and write unit tests for existing code that someone else wrote. Why is it painful? Because there are two types of code: easy-to-test and hard-to-test code. If you write the tests after the code is finished, you're gambling. You might have written easy-to-test code, but maybe not. Once you find out, it's depressing to have to go back and change code that works, just so you can write the stupid test.

Why gamble? Write easy-to-test code the first time. The simplest way to be sure the code is easy to test is to write the test at the same time as the code. That's what the "driven" means in test-driven development. You write a little bit of test, then enough code to make the test compile and pass, but no more. Then you write a little bit more test, and just enough code to make it compile and pass. When you have enough tests to specify all the requirements for your class, your class is finished.

What makes code hard to test?

Hard-to-test code tends to have larger classes and methods that do several things at once. It can also have fuzzy relationships between those classes. Objects create instances of each other willy-nilly and messages fly back and forth. Testing a big class is hard because you probably need to set up a lot of input data, and there are probably a lot of different scenarios to test. If you have several big classes that you have to test as a group, the number of scenarios will often multiply together.

Easy-to-test code tends to have small classes that do one thing. It will often have more classes collaborating to accomplish the task, but the relationships and responsibilities of those classes are clear. Techniques like dependency injection mean that objects don't have to worry about creating the other objects they work with and that allows you test one class at a time instead of testing the whole group at once.

There are no guarantees, but easy-to-test code has a lot in common with easy-to-maintain code.

Writing clearly

If unit tests are going to be your class's specification document, they had better be easy to read. There are four things that every test should have to make it readable: a name that describes it, data that describes the starting conditions, the execution of the method being tested, and verification that the method did the right thing.

Diminishing returns

When are you done? You're done when you're comfortable that the code is nestled safely in its testing blanket. The hardest thing to learn is when to stop writing a test. Start small and learn from your experience. It's better to have a readable, stable test that only covers half an object's code than to have a big mess that covers all of the code but breaks all the time for bogus reasons.

An advantage of writing the test first is that the test and the code finish around the same time. If you write a failing test before you add each feature, you should have a pretty good test when you finish the last feature, and you won't have any existential angst over whether you've tested enough.

Refactoring

As you build the test and the class together, the design may evolve. As you add features, a class may need to be split into smaller classes. You can use refactoring techniques to do this safely. You may also need to refactor the test to make it more readable. Refactoring is a big topic, and the best place to start is Martin Fowler's book or his web site. Refactoring is a lot safer when you have the tests to catch mistakes.

Further Reading

Read this series of blog posts on writing unit tests. Find further discussion of unit tests as specs or specification by example. Some people talk about getting test infected when your perspective shifts and you can't imagine coding without tests.

All of this is covered in detail in Gerard Meszaros's excellent book, xUnit Test Patterns. Unsurprisingly, it's part of Martin Fowler's book series.

Labels:

0 Comments:

Post a Comment

Subscribe to Post Comments [Atom]

Links to this post:

Create a Link

<< Home