[파이썬] pytest와 BDD

Introduction

In the world of software development, testing is an essential part of the process. It helps ensure that our code works as expected and reduces the chances of introducing bugs. pytest is a popular testing framework in Python that provides a simple and efficient way to write tests.

On the other hand, Behavior-Driven Development (BDD) is a software development approach that emphasizes collaboration and communication between developers, testers, and stakeholders. BDD focuses on defining the behavior of a system through scenarios that describe the expected outcomes.

In this blog post, we will explore how pytest can be used in conjunction with BDD principles to create clean, readable, and maintainable tests.

Setting Up pytest

To get started with pytest, you need to install it first. You can use pip to install it by running the following command:

pip install pytest

Writing Tests with pytest

pytest provides a simple and expressive way to write tests. Let’s consider an example where we are testing a function that calculates the sum of two numbers:

def add_numbers(a, b):
    return a + b

def test_add_numbers():
    assert add_numbers(2, 2) == 4

In the above code snippet, we define a function add_numbers that takes two numbers as input and returns their sum. We then define a test function test_add_numbers that uses the assert statement to check if the result of calling add_numbers(2, 2) is equal to 4.

To run the pytest tests, save the above code in a file called test_example.py and execute the following command in the terminal:

pytest test_example.py

Integrating BDD with pytest

Now, let’s see how we can integrate BDD principles into our tests using the pytest-bdd plugin. You can install pytest-bdd by running the following command:

pip install pytest-bdd

Once installed, you can define your test scenarios using Gherkin syntax in feature files. For example, let’s consider a feature file called calculator.feature with the following content:

Feature: Calculator
    In order to perform calculations
    As a user
    I want to be able to use a calculator

Scenario: Addition
    Given I have entered 2 into the calculator
    And I have entered 2 into the calculator
    When I press the add button
    Then the result should be 4 on the screen

In the corresponding step definition file test_calculator.py, you can define the step implementations using pytest-bdd decorators:

import pytest

@pytest.mark.parametrize("a, b, expected_result", [(2, 2, 4)])
@when('I press the add button')
def step_press_add_button(a, b, expected_result):
    assert add_numbers(a, b) == expected_result

@given('I have entered {number:d} into the calculator')
def step_enter_number(number):
    # Code to enter the number into the calculator

@then('the result should be {result:d} on the screen')
def step_check_result(result):
    # Code to check the result on the screen

In the above code snippet, the pytest-bdd decorators @given, @when, and @then are used to define the step implementations corresponding to the Gherkin syntax in the feature file.

To run the BDD tests with pytest, execute the following command in the terminal:

pytest test_calculator.py

Conclusion

pytest and BDD are powerful tools that can greatly improve your testing workflow. By combining the simplicity and flexibility of pytest with the collaboration and communication aspects of BDD, you can create tests that are easier to read, understand, and maintain.

So, whether you are a fan of pytest or an advocate of BDD, incorporating both approaches can lead to more robust and effective testing in your Python projects.