Introduction
When writing tests for a program, we often need to consider dependencies and external APIs that we prefer not to call every time the test runs. Calling these external dependencies not only adds complexity to our tests but also incurs costs. To address this issue, we can use test doubles.
What Are Test Doubles?
Test doubles offer an alternative to real dependencies. While we commonly refer to all of them as mocks, there are various test doubles, each serving different purposes.
Let's briefly review each type of test double:
- Fake: Fakes are actual implementations of dependencies, in a simpler and chipper way. Consider a scenario where we have a database dependency. We can create a fake in-memory database that implements the database interface, allowing us to use it as a substitute for the actual database.
- Dummy: Dummies act as placeholder objects. We don't utilize their functionalities; instead, we pass parameters just to fulfill test requirements. We don't want to test their logic or behavior.
- Mock: Sometimes we want to test the behavior of our logic rather than the implementation or output. Mocks are for this purpose. For instance, ensuring a specific API called only once per request can be achieved by mocking that API.
- Stub: When testing particular logic, we might need to assess the program's state rather than its behavior. Stubs come into play by generating predefined responses for specific parameters.
- Spy: Spies, similar to stubs, offer dynamic behavior based on how they're invoked, providing a more interactive aspect. We can say that spies inherit from both stubs and mocks.
If you're unfamiliar with test doubles and want to read more about them, check the resources I've referenced at the end of the post.
Test Doubles by an Example
Now that we've reviewed all test doubles, let's explain each of them using a real-world Go example.
Imagine we have a Payment service that depends on a payment gateway and contains a ProcessPayment method implementing logic when a user submits a payment. We want to write some test double for the payment package.
Payment Gateway Dependency
First of all, let's define a simple implementation of an example gateway:
package gateway
import "errors"
type RealPaymentGateway struct{}
func (r *RealPaymentGateway) ProcessPayment(amount float64) error {
if amount <= 0 {
return errors.New("invalid payment amount")
}
return nil
}
Payment Processor
Now, let's create a simple implementation of the PaymentProcessor. A gateway is as an input for this processor, and it includes a Process function that calls the ProcessPayment method of the gateway.
package payment
type PaymentGateway interface {
ProcessPayment(amount float64) error
}
type PaymentProcessor struct {
gateway PaymentGateway
}
func NewPaymentProcessor(gateway PaymentGateway) *PaymentProcessor {
return &PaymentProcessor{
gateway: gateway,
}
}
func (p *PaymentProcessor) Process(amount float64) error {
return p.gateway.ProcessPayment(amount)
}
Now, let's initialize our program with the main function:
package main
import (
"fmt"
"github.com/aminrashidbeigi/go-test-doubles/gateway"
"github.com/aminrashidbeigi/go-test-doubles/payment"
)
func main() {
realPaymentGateway := &gateway.RealPaymentGateway{}
paymentProcessor := payment.NewPaymentProcessor(realPaymentGateway)
amount := 100.0
err := paymentProcessor.Process(amount)
if err != nil {
fmt.Println("Payment failed:", err)
return
}
fmt.Println("Payment processed successfully!")
}
When we run this program we get this output:
Payment processed successfully!
So, our program works well. Now, we've reached the fun part – writing tests!
Test Doubles Implementations
Dummy
As I said, dummy just pass parameters to initialize a dependency and we don’t expect anything from them. In this example, the PaymentGatewayDummy satisfies the PaymentGateway interface by implementing the ProcessPayment method but does nothing inside the method. It's simply there to fulfill the requirement of a PaymentGateway object for the tests that rely on this interface.
type PaymentGatewayDummy struct{}
func (d *PaymentGatewayDummy) ProcessPayment(amount float64) error {
return nil
}
func TestPaymentProcessor_WithDummy(t *testing.T) {
paymentProcessor := payment.NewPaymentProcessor(&PaymentGatewayDummy{})
err := paymentProcessor.Process(100.0)
if err != nil {
t.Errorf("Expected no error, got %v", err)
}
}
Fake
In the payment system example, the PaymentGatewayFake provides an alternative implementation with simpler logic. Here's the fake implementation:
type PaymentGatewayFake struct{}
func (f *PaymentGatewayFake) ProcessPayment(amount float64) error {
if amount <= 0 {
return errors.New("invalid amount")
}
return nil
}
func TestPaymentProcessor_WithFake(t *testing.T) {
paymentProcessor := payment.NewPaymentProcessor(&PaymentGatewayFake{})
err := paymentProcessor.Process(0)
if err == nil {
t.Error("Expected an error for zero amount, got none")
}
errNegative := paymentProcessor.Process(-10)
if errNegative == nil {
t.Error("Expected an error for negative amount, got none")
}
}
Mock
Mocks are used to define and enforce expectations on interactions with an object. They specify certain method calls with specific parameters and help verify that these interactions occur as expected during tests. In this example, the mock records each call made to ProcessPayment, allowing later verification to ensure that the expected method calls happened in the specified order and with the correct parameters.
type PaymentGatewayMock struct {
calls []string
callAmount float64
}
func (m *PaymentGatewayMock) ProcessPayment(amount float64) error {
m.calls = append(m.calls, "ProcessPayment")
m.callAmount = amount
return nil
}
func (m *PaymentGatewayMock) VerifyCalls(expectedCalls []string) bool {
if len(expectedCalls) != len(m.calls) {
return false
}
for i, call := range expectedCalls {
if call != m.calls[i] {
return false
}
}
return true
}
func TestPaymentProcessor_WithMock(t *testing.T) {
paymentGatewayMock := &PaymentGatewayMock{}
paymentProcessor := payment.NewPaymentProcessor(paymentGatewayMock)
amount := 75.0
_ = paymentProcessor.Process(amount)
expectedCalls := []string{"ProcessPayment"}
if !paymentGatewayMock.VerifyCalls(expectedCalls) {
t.Errorf("Expected calls %v, got %v", expectedCalls, paymentGatewayMock.calls)
}
if paymentGatewayMock.callAmount != amount {
t.Errorf("Expected call amount %f, got %f", amount, paymentGatewayMock.callAmount)
}
}
Stub
The stub here represents a simplified version of the PaymentGateway. It has a success boolean field that determines whether the payment should be successful or fail. The ProcessPayment method of the stub checks the success field and returns an error if success is set to false, simulating a failed payment.
type PaymentGatewayStub struct {
success bool
}
func (s *PaymentGatewayStub) ProcessPayment(amount float64) error {
if !s.success {
return errors.New("payment failed")
}
return nil
}
func TestPaymentProcessor_WithStub_SuccessfulPayment(t *testing.T) {
paymentProcessor := payment.NewPaymentProcessor(&PaymentGatewayStub{success: true})
err := paymentProcessor.Process(100.0)
if err != nil {
t.Errorf("Expected no error, got %v", err)
}
}
func TestPaymentProcessor_WithStub_FailedPayment(t *testing.T) {
paymentProcessor := payment.NewPaymentProcessor(&PaymentGatewayStub{success: false})
err := paymentProcessor.Process(50.0)
if err == nil {
t.Error("Expected an error, got none")
}
}
Spy
The spy here is used to track and record information about interactions with the PaymentGateway. It has called and amount fields to record whether the ProcessPayment method has been called and the amount passed to it. During testing, the spy captures and records this information, allowing tests to assert whether certain interactions have occurred.
type PaymentGatewaySpy struct {
called bool
amount float64
}
func (s *PaymentGatewaySpy) ProcessPayment(amount float64) error {
s.called = true
s.amount = amount
return nil
}
func TestPaymentProcessor_WithSpy(t *testing.T) {
paymentGatewaySpy := &PaymentGatewaySpy{}
paymentProcessor := payment.NewPaymentProcessor(paymentGatewaySpy)
amount := 75.0
_ = paymentProcessor.Process(amount)
if !paymentGatewaySpy.called {
t.Error("Expected PaymentGatewaySpy to be called")
}
if paymentGatewaySpy.amount != amount {
t.Errorf("Expected amount %f, got %f", amount, paymentGatewaySpy.amount)
}
}
Wrapping up
Each type of test double—dummies, stubs, spies, mocks, and fakes—has its unique role in testing of our code. They help us check if our code works correctly, create specific situations for testing, and make sure our tests happen in a safe space with reduced complexity and cost.
I've placed all this code in a GitHub repository. You can check it here: Go Test Double.
Additionally, you can follow my Twitter for future posts.
Further Reading
- TestDouble - Martin Fowler
- Mocks Aren't Stubs - Martin Fowler
- Test Double - XUnitPatterns
Originally published at Go Test Doubles by Example
Top comments (0)