Future dog audio test plans - UQcsse3200/2024-studio-2 GitHub Wiki
Future Test Implementation Strategy
As the project continues to evolve, the testing strategy will be expanded and refined to ensure the reliability, scalability, and overall quality of the codebase. The approach to testing will be multifaceted, involving different layers of testing to cover various aspects of the system.
Unit Testing
Unit tests will be written for all newly developed components and existing ones that haven't been thoroughly tested yet. These tests will focus on:
- Edge Cases: Ensuring that the system handles unexpected inputs and boundary conditions correctly.
- Component Logic: Verifying that individual functions and methods behave as expected under different scenarios.
- Error Handling: Ensuring that all errors are correctly handled, logged, and do not cause the system to behave unpredictably.
As new features are introduced, a Test-Driven Development (TDD) approach may be adopted, ensuring that unit tests are written before the corresponding code, improving both coverage and quality.
Integration Testing
Integration tests will focus on validating the interaction between different modules and services in the system. These tests will help to:
- Ensure that data flow between different components (e.g., service layers and UI) is functioning correctly.
- Validate that third-party service integrations (APIs, databases, external libraries) work as intended.
- Verify that state management in complex workflows, especially with asynchronous operations, remains consistent and bug-free.
Integration tests will be key in identifying issues that only arise when components interact with one another.
End-to-End (E2E) Testing
E2E tests will be implemented to simulate real user interactions with the system and validate that all components work together seamlessly in production-like environments. These tests will include:
- User Flows: Verifying that key user actions, such as navigating through the interface and interacting with critical features, behave as expected.
- Cross-Browser and Cross-Device Testing: Ensuring the application is compatible across different browsers and devices, providing a consistent user experience.
- Regression Testing: Running automated E2E tests on each release to prevent previously fixed bugs from reoccurring.
Tools such as Selenium, Cypress, or Puppeteer may be used for automating E2E testing workflows.
Performance and Stress Testing
As the project scales, performance testing will be critical to ensuring that the system can handle increasing load without degradation in performance. The performance testing strategy will include:
- Load Testing: Simulating high user activity to measure response times and system stability under load.
- Stress Testing: Testing the system's limits to ensure it behaves gracefully under extreme conditions, such as high traffic or resource exhaustion.
- Profiling: Identifying performance bottlenecks in key areas, such as database queries or API response times, and optimizing them.
These tests will be performed regularly to monitor the system’s performance as new features and code changes are introduced.
Continuous Integration & Automated Testing
To ensure rapid feedback and maintain code quality, a Continuous Integration (CI) pipeline will be set up to run tests automatically on every pull request or code merge. This pipeline will:
- Run unit, integration, and E2E tests automatically.
- Generate detailed test coverage reports to track areas that require additional testing.
- Ensure that any test failures or code regressions are caught early and resolved promptly.
Automation will be a core part of this strategy, ensuring that tests are run frequently and consistently without manual intervention.
Future Goals
- Increase Test Coverage: As development continues, the goal is to achieve high test coverage across the entire codebase, ensuring that all critical paths are covered.
- Testing in Production: Implementing techniques like feature toggles and canary releases to test new features in a controlled production environment before full deployment.
- Security Testing: Introducing automated security tests to identify vulnerabilities, ensuring the system is protected against common threats such as XSS, SQL injection, and other potential exploits.
By adopting a comprehensive testing strategy, the project will be well-equipped to handle new features, performance demands, and the overall complexity of the system as it grows. This approach ensures a high-quality, reliable, and maintainable product for end-users.