Skip to content

Conversation

@llbbl
Copy link

@llbbl llbbl commented Jun 18, 2025

Add Python Testing Infrastructure

Summary

This PR establishes a comprehensive testing infrastructure for the faceswap project using modern Python tooling and best practices.

Changes Made

Package Management

  • Poetry Setup: Introduced Poetry as the package manager with pyproject.toml configuration
  • Dependency Migration: Migrated existing dependencies from requirements.txt to Poetry format
  • Version Flexibility: Made dependency versions more flexible to improve compatibility

Testing Framework

  • pytest Configuration:
    • Configured pytest as the primary testing framework
    • Added coverage reporting with pytest-cov
    • Added mocking utilities with pytest-mock
    • Set up custom markers for test categorization (unit, integration, slow)

Testing Infrastructure

  • Directory Structure:
    tests/
    ├── __init__.py
    ├── conftest.py          # Shared fixtures
    ├── test_infrastructure_validation.py
    ├── unit/
    │   └── __init__.py
    └── integration/
        └── __init__.py
    

Pytest Fixtures

Created comprehensive fixtures in conftest.py:

  • temp_dir: Temporary directory management
  • sample_image: Test image generation
  • sample_video: Test video generation
  • mock_face_detector: Mocked face detection
  • mock_model: Mocked deep learning model
  • sample_config: Configuration fixture
  • mock_cli_args: Command line arguments mock
  • sample_training_data: Training data structure
  • capture_output: stdout/stderr capture utility

Configuration

  • Coverage Settings:

    • Source directories: lib, plugins, scripts
    • Report formats: terminal, HTML, XML
    • Coverage threshold: Currently 0% (to be increased as tests are added)
  • Test Discovery:

    • Test file patterns: test_*.py, *_test.py
    • Automatic test discovery in tests/ directory

Development Commands

  • poetry run test - Run all tests
  • poetry run tests - Alternative command (both work)
  • Standard pytest options are available (e.g., -v, -k, --no-cov)

Additional Setup

  • Updated .gitignore with:
    • Python testing artifacts (.pytest_cache/, .coverage, htmlcov/, etc.)
    • Claude-specific directories (.claude/*)
    • Build and virtual environment files
    • IDE-specific files

How to Use

  1. Install dependencies:

    poetry install
  2. Run tests:

    poetry run test
    # or
    poetry run tests
  3. Run specific tests:

    poetry run test tests/test_infrastructure_validation.py -v
  4. Run tests without coverage:

    poetry run test --no-cov
  5. Run tests with markers:

    poetry run test -m unit
    poetry run test -m "not slow"

Notes

  • The infrastructure is ready for developers to start writing tests immediately
  • Coverage threshold is set to 0% initially and should be increased as tests are added
  • Some fixtures gracefully handle missing system dependencies (e.g., OpenCV)
  • The validation test file verifies that all infrastructure components work correctly

Next Steps

  1. Write unit tests for individual modules in lib/, plugins/, and scripts/
  2. Add integration tests for end-to-end workflows
  3. Gradually increase coverage threshold as more tests are added
  4. Consider adding additional testing tools (e.g., hypothesis for property-based testing)

- Set up Poetry for modern Python dependency management
- Configure pytest with coverage reporting and custom markers
- Create test directory structure with unit/integration separation
- Add comprehensive pytest fixtures for common testing needs
- Configure testing commands (poetry run test/tests)
- Update .gitignore with testing and Claude-specific entries
- Add validation tests to verify infrastructure setup
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant