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Courses/Data Structures and Algorithms/Testing

Testing

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Test Case Best Practices

AI Generated - (4/8/2025)
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AI Generated - (4/8/2025)

Test Case Best Practices: How to Stop Writing Garbage and Start Testing Like a Legend

Let’s face it: most of us have written a test case at some point that looked like this:

java
@Test public void testSomething() { // TODO: fix later }

You ran it once, it passed, and you never touched it again. Fast-forward a few commits, and now your test suite is full of lies.

It’s time to do better. You’re not just testing anymore — you’re building a legacy. Let’s dive into how to write test cases that are reliable, maintainable, and worthy of a spot on your LinkedIn portfolio.


🎯 The Mindset: What Is a Test Case For, Anyway?

A good test case should do three things:

  1. Prove your code works for a given scenario

  2. Catch it when your code breaks

  3. Tell you exactly what went wrong

A bad test case does the opposite. It either passes when it shouldn’t, fails for no reason, or is so vague that future-you stares at it like it’s written in ancient Greek.


📋 Best Practices That Actually Matter

Let’s break it down into best practices that are worth remembering — and yes, you will be tested on this in the game of life (and maybe by your TA too).


✅ 1. Name Your Tests Like You're Naming Babies

Your test names should tell a story. If you see a test called test1, testStuff, or finalFinalTest, that’s an automatic F.

Better:

java
@Test public void shouldReturnFalseWhenPasswordIsIncorrect() { ... } @Test public void shouldThrowExceptionWhenUserIdIsNull() { ... }

Names like this are:

  • Descriptive ✅

  • Readable ✅

  • Self-documenting ✅


✅ 2. One Test = One Behavior

Your test case should focus on exactly one specific behavior.

Not “this and that and oh also this.” That’s not a test — that’s a chaotic relationship.

Bad:

java
@Test public void testLoginAndRegisterAndEmailSend() { ... }

Good:

java
@Test public void shouldAllowValidUserLogin() { ... }

When something fails, you should know exactly what broke.


✅ 3. Stick to the AAA Pattern

Every test should follow this clean, predictable structure:

  • Arrange → set up your test

  • Act → run the code you’re testing

  • Assert → verify the result

Example:

java
@Test public void shouldCalculateSnowRouteTimeCorrectly() { // Arrange RouteManager manager = new RouteManager(); // Act Route route = manager.calculateOptimalRoute("North", "South"); // Assert assertEquals(30, route.getEstimatedTime()); }

It reads like a sentence. You love to see it.


✅ 4. Test Both Happy AND Sad Paths

Don’t just test that things work when everything is perfect. Test the awkward, cursed, Prairie-blizzard-on-finals-week edge cases too.

Happy path:

java
@Test public void shouldAddUserSuccessfully() { ... }

Sad path:

java
@Test public void shouldFailToAddDuplicateUser() { ... }

Your app will break in weird places. Make sure your test cases can keep up.


✅ 5. Avoid Over-Mocking

Yes, mocking is cool — it lets you isolate your code from scary things like databases or external APIs.

But if your test is only mocks calling other mocks, you’ve lost the plot.

Mock what you must. But don’t mock reality out of your tests.


✅ 6. Keep Tests Fast

If your test suite takes longer than your coffee order at Tim’s, nobody’s gonna run it.

Unit tests should be milliseconds. Integration tests? Still fast. Regression tests? Automate them to run overnight if they’re beefy.

Fast = frequent = functional.


✅ 7. Use Constants and Builders

Ever written a test like this?

java
@Test public void shouldWorkIfUserHasPermissionAndRoleAndStatusAndFlagSet() { User user = new User("john", true, true, true, true, true); ... }

Yikes.

Instead, use builders or named constants:

java
User adminUser = UserBuilder.withAllPermissions();

Readable tests = maintainable tests.


✅ 8. Clean Up After Yourself

If your tests write files, use DBs, or spin up servers — clean up afterward. Don’t leave data lying around like it’s Welcome Week.

Use @AfterEach in JUnit to tidy things up.


✅ 9. Fail Loudly and Clearly

Don’t just fail. Fail well.

Use assertEquals(expected, actual, "Error: snowplow delay calculation is wrong") so when it crashes at 3am before your demo, the logs give you something to go on.


✅ 10. Don’t Test Implementation — Test Behavior

You’re testing what your code should do, not how it does it.

This means you can refactor the internals without rewriting the whole test suite — unless you hardcoded things like the exact number of loop iterations. Don’t be that person.


💡 Advanced (But Still Realistic) Tips

  • Use @ParameterizedTest in JUnit 5 for data-driven tests

  • Use @Nested classes to group related tests

  • Use @Tag to run fast or slow suites separately

You’re not just writing tests — you’re building a test ecosystem.


🤝 Test Cases in Regression Testing

Remember: regression testing is all about running existing test cases again to make sure you didn’t mess something up while “fixing” that one bug.

Good test cases = high-quality regression testing.
Bad test cases = lies that pass when your code is on fire.


🧠 TL;DR (Too Long, Didn’t Assert):

  • Give tests meaningful names

  • Test one behavior at a time

  • Follow Arrange-Act-Assert

  • Cover both success and failure cases

  • Avoid over-mocking

  • Keep it clean, readable, and fast

  • Fail loud. Fail smart.

  • Always clean up. Always.

Write test cases you’ll be proud of — even if you look at them during finals week on two hours of sleep and regret 98% of your life choices.

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