Writing Failure Case First #
While this is important in development, it is necessary to find best practices on how this can be a generic pattern in many cases and how to get GitHub Copilot to suggest test cases appropriately.
In a development cycle, writing test cases is an essential aspect. When working with GitHub Copilot, it becomes even more convenient as it reads your implementation and generates test cases accordingly. While GitHub Copilot is very effective in generating success cases, it’s vital not to overlook the failure cases. Considering failure cases first can lead to more robust code.
To demonstrate the importance of this, consider a function that divides two numbers. GitHub Copilot might suggest a test case that covers the happy path. But what about when the denominator is zero?
def divide(a, b): return a / b # Failure test case def test_divide_by_zero(): # <YOUR CODE AND GITHUB COPILOT SUGGESTION HEERE>
- Exercise 1: Write a function that multiplies two numbers and include both successful and failure test cases (consider edge cases like multiplying large numbers).
- Exercise 2: Analyze an existing piece of code in your project and identify any missing failure test cases. Write these test cases and ensure they pass.
- Exercise 3: Implement a failure-first approach in your next project, writing the failure test cases before the actual implementation, and reflect on how this impacts your development process.
Checklist for Further Learning #
- Have you considered all potential failure cases in recent code?
- Do you consistently include failure test cases in your test suite?
- How can you encourage your team to adopt a TDD mindset in creating test cases?