What are fakes in unit testing? Mocks vs Stubs
24 May 2021 #tutorial #csharpDo you know what are fakes? Are stubs and mocks the same thing? Do you know if you need any of them? Once I made the exact same questions. Let’s see what are fakes in unit testing.
In unit testing, fakes or test doubles are classes or components that replace external dependencies. Fakes simulate successful or failed scenarios to test the logic around the real dependencies they replace.
The best analogy to understand fakes are flight simulators. With a flight simulator, teachers create flight and environment conditions to train and test their pilot students in controlled scenarios.
Fakes are like flight simulators. Fakes return values, throw exceptions or record method calls to test the code around it. They create the conditions to test our code in controlled scenarios.
An example of Fakes
Let’s move to an example. In our last post when we wrote tests that use DateTime.Now, we slightly covered the concept of fakes. In that post, we wrote a validator for credit cards. It looks something like this:
public class CreditCardValidator : AbstractValidator<CreditCard>
{
public CreditCardValidator(ISystemClock systemClock)
{
// Rest of code here...
var now = systemClock.Now;
}
}
public interface ISystemClock
{
System.DateTime Now { get; }
}
public class SystemClock : ISystemClock
{
public DateTime Now
=> DateTime.Now;
}
We created a ISystemClock
interface with a Now
property to replace DateTime.Now
inside our validator. Then, in the unit tests, instead of using SystemClock
with the real date and time, we wrote a FixedDateClock
class to always return the same date and time.
This is one of the tests where wrote that uses the FixedDateClock
class.
[TestClass]
public class CreditCardValidationTests
{
[TestMethod]
public void CreditCard_ExpiredYear_ReturnsInvalid()
{
var when = new DateTime(2021, 01, 01);
var clock = new FixedDateClock(when);
// ^^^^^
var validator = new CreditCardValidator(clock);
var request = new CreditCardBuilder()
.WithExpirationYear(when.AddYears(-1).Year)
.Build();
var result = validator.TestValidate(request);
result.ShouldHaveAnyValidationError();
}
}
Well, that FixedDateClock
is a fake. It replaces the SystemClock
holding the real date and time with a testable alternative. With that fake in place, we make our tests use any date and time we want instead of the real date and time.
To be more precise, the FixedDateClock
is a stub. But, let’s find out about stubs and mocks.
What’s the difference between Mocks and Stubs?
Now that we know what fakes are, let’s see two types of fakes: mocks and stubs. This is the difference between them.
Both mocks and stubs are fakes or test doubles. Stubs provide values or exceptions to the code under test and mocks are used to assert that a method was called with the right parameters.
OrderService example
To better understand the difference between mocks and stubs, let’s use another example. Let’s process online orders with an OrderService
class.
This OrderService
checks if an item has stock available to then charge a credit card. Imagine it uses an online payment processing software and a microservice to find the stock of an item. We use two interfaces, IPaymentGateway
and IStockService
, to represent the two dependencies. Something like this,
public class OrderService
{
private readonly IPaymentGateway _paymentGateway;
private readonly IStockService _stockService;
public OrderService(IPaymentGateway paymentGateway, IStockService stockService)
{
_paymentGateway = paymentGateway;
_stockService = stockService;
}
public OrderResult PlaceOrder(Order order)
{
if (!_stockService.IsStockAvailable(order))
{
throw new OutOfStockException();
}
_paymentGateway.ProcessPayment(order);
return new PlaceOrderResult(order);
}
}
To test the OrderService
class, we should check two things:
- It should throw an exception if the purchased item doesn’t have stock.
- It should take a payment if the purchased item has enough stock.
Let’s write a test for the scenario of an item in stock.
Fake for available stock
First, we need a fake that returns if there’s stock available for any order. Let’s call it: AlwaysAvailableStockService
. It looks like this:
public class AlwaysAvailableStockService : IStockService
{
public bool IsStockAvailable(Order order)
{
return true;
}
}
As its name implies, it will always return stock for any order we pass. It simply returns true
.
Fake for payment gateway
Second, the OrderService
works if it charges a credit card. But, we don’t want to charge a real credit card every time we run our test.
Let’s use a fake to record if the payment gateway was called or not. Let’s name this fake: FakePaymentGateway
. It looks like this:
public class FakePaymentGateway : IPaymentGateway
{
public bool WasCalled;
public void ProcessPayment(Order order)
{
WasCalled = true;
}
}
It has a public field WasCalled
we set to true
when the method ProcessPayment()
is called. This way we can assert if the payment gateway was called.
Now that we have AlwaysAvailableStockService
and FakePaymentGateway
in place, let’s write the actual test.
[TestClass]
public class OrderServiceTests
{
[TestMethod]
public void PlaceOrder_ItemInStock_CallsPaymentGateway()
{
var paymentGateway = new FakePaymentGateway();
var stockService = new AlwaysAvailableStockService();
var service = new OrderService(paymentGateway, stockService);
var order = new Order();
service.PlaceOrder(order);
Assert.IsTrue(paymentGateway.WasCalled);
// ^^^^^
}
}
The AlwaysAvailableStockService
fake is there to provide a value for our test. It’s a stub. And, the FakePaymentGateway
is used to assert that the OrderService
called the method to charge a credit card. It’s a mock. Actually, we could call it MockPaymentGateway
.
Again, stubs provides values and mocks are used to assert.
Let’s use fakes in our unit tests when we depend on external systems we don’t control. For example, third-party APIs and message queues. Let’s assert the right call were made or the right messages were sent.
In our test, we used the UnitOfWork_Scenario_ExpectedResult naming convention. For the expect result part, we used the keyword “Calls”. It shows we expect the OrderService
to call a payment gateway to charge credit cards.
Other types of fakes: dummies, stubs, spies and mocks
We learned about mocks and stubs. But, there are more types of fakes or doubles.
The book xUnit Patterns presents a broader category of fakes. It uses: dummies, stubs, spies and mocks. Let’s quickly go through them.
Dummies are used to respect the signature of methods and classes under test. A dummy is never called inside the code under test. A null
value or a null object, like NullLogger
, in a class constructor are dummies when we’re testing one of the class methods that doesn’t use that parameter.
Stubs feed our code under test with indirect input values. We use stubs when the real dependencies aren’t available in the test environment or when using one will have side effects. Like charging a credit card. For “xUnit Patterns” stubs are exactly the same as what we described earlier.
Spies are observation points added to the code under test. We use spies to check if the code under test called another component or not, and the parameters it used. According to “xUnit Patterns”, mocks we wrote earlier are actually spies.
Mocks are testable replacements that check if they were used correctly. We use mocks when we know in advanced the parameters the code under test will use. With mocks, we set the expected parameters to be used before calling the code under test. Then, we use a verification method in the mock itself to check if the mock was called with those exact same parameters.
Let’s not get confused with all these terms. Let’s stick to the types of fakes presented in the book The Art of Unit Testing. In there, there are only two types of fakes or test doubles: stubs and mocks. Everything else is a fake. Easier!
Parting thoughts
Voilà! That’s what fakes are in unit testing. Remember, stubs provide values for our tests and mocks assert that calls were made. That’s the difference between them.
Often, we use the terms fake, stubs and mocks interchangeably. And sometimes we use the term “mocking” to mean the replacement of external components with testable equivalents. But, we have seen there’s a distinction between all these terms.
If you want to start writing fakes with a mocking library, read my post on how to write fakes with Moq. Also, check these tips to write better stubs and mocks.
If you’re new to unit testing, read Unit Testing 101, 4 common mistakes when writing your first tests and 4 test naming conventions.
And don’t miss the rest of my Unit Testing 101 series where I cover more subjects like this one.
Happy testing!