|
| 1 | +# Curation Functionality Test Coverage |
| 2 | + |
| 3 | +This document describes the comprehensive test coverage added for the curation panel functionality in PhotoMapAI. |
| 4 | + |
| 5 | +## Overview |
| 6 | + |
| 7 | +The curation functionality (Model Training Dataset Curator) is a feature that helps users select representative images from their collection for training AI models. It uses algorithms like Farthest Point Sampling (FPS) and K-Means clustering with Monte Carlo iterations to select diverse and representative images. |
| 8 | + |
| 9 | +## Test Summary |
| 10 | + |
| 11 | +- **Total Backend Tests Added**: 13 |
| 12 | +- **Total Frontend Tests Added**: 30 |
| 13 | +- **Overall Test Suite**: 211 frontend tests, 34 backend tests |
| 14 | +- **All Tests Passing**: ✅ Yes |
| 15 | + |
| 16 | +## Backend Tests (`tests/backend/test_curation.py`) |
| 17 | + |
| 18 | +### 1. Synchronous Curation Tests |
| 19 | +- `test_curate_sync_endpoint`: Tests the `/api/curation/curate_sync` endpoint with both FPS and K-Means methods |
| 20 | +- `test_curate_sync_with_exclusions`: Tests that excluded indices are properly respected during curation |
| 21 | +- `test_curate_sync_validation`: Tests parameter validation (negative/zero/excessive target_count, invalid album) |
| 22 | +- `test_curate_multiple_iterations`: Tests curation with multiple Monte Carlo iterations for consensus |
| 23 | +- `test_curate_analysis_results_format`: Validates the structure and format of analysis results |
| 24 | + |
| 25 | +### 2. Asynchronous Curation Tests |
| 26 | +- `test_curate_async_endpoint`: Tests the async `/api/curation/curate` endpoint with progress polling |
| 27 | +- `test_curate_async_validation`: Tests validation of async curation parameters |
| 28 | +- `test_curate_async_iterations_capped`: Verifies that iterations are capped at the maximum (30) |
| 29 | +- `test_progress_nonexistent_job`: Tests error handling for invalid job IDs |
| 30 | + |
| 31 | +### 3. Export Functionality Tests |
| 32 | +- `test_export_endpoint`: Tests the `/api/curation/export` endpoint for exporting selected images |
| 33 | +- `test_export_validation`: Tests validation of export parameters (empty path, invalid path) |
| 34 | +- `test_export_path_traversal_protection`: Verifies security protection against path traversal attacks |
| 35 | +- `test_export_nonexistent_files`: Tests handling of nonexistent files during export |
| 36 | + |
| 37 | +## Frontend Tests (`tests/frontend/curation-functionality.test.js`) |
| 38 | + |
| 39 | +### 1. UI Component Tests |
| 40 | +- Panel toggle functionality |
| 41 | +- Slider synchronization between range and number inputs |
| 42 | +- Button state management (disabled/enabled states) |
| 43 | +- Status message display with proper color coding |
| 44 | + |
| 45 | +### 2. Parameter Validation Tests |
| 46 | +- Export path validation (empty/non-empty paths) |
| 47 | +- Method selection (FPS vs K-Means) |
| 48 | +- Iterations validation (capping at 30, minimum of 1) |
| 49 | +- localStorage integration for export path persistence |
| 50 | + |
| 51 | +### 3. Progress Tracking Tests |
| 52 | +- Progress bar display and updates |
| 53 | +- Progress percentage updates during async operations |
| 54 | +- Progress bar hiding after completion |
| 55 | + |
| 56 | +### 4. Exclusion/Locking Tests |
| 57 | +- Exclusion count display updates |
| 58 | +- Exclude mode toggle button state changes |
| 59 | +- Threshold-based exclusion logic |
| 60 | +- Clear exclusions functionality |
| 61 | + |
| 62 | +### 5. Export Functionality Tests |
| 63 | +- CSV header format validation |
| 64 | +- CSV value escaping for special characters |
| 65 | +- CSV row formatting with proper data types |
| 66 | +- Export button state based on path and selection |
| 67 | + |
| 68 | +### 6. Async Operation Tests |
| 69 | +- Successful curation start with job ID |
| 70 | +- Progress polling with "running" status |
| 71 | +- Progress polling with "completed" status |
| 72 | +- Error handling with "error" status |
| 73 | + |
| 74 | +### 7. Frequency-Based Categorization Tests |
| 75 | +- High frequency items (≥90%) |
| 76 | +- Medium frequency items (70-89%) |
| 77 | +- Low frequency items (<70%) |
| 78 | + |
| 79 | +## Test Coverage by Feature |
| 80 | + |
| 81 | +### Core Curation Features |
| 82 | +✅ FPS (Farthest Point Sampling) algorithm |
| 83 | +✅ K-Means clustering algorithm |
| 84 | +✅ Monte Carlo iterations for consensus |
| 85 | +✅ Exclusion/locking of specific images |
| 86 | +✅ Threshold-based exclusion |
| 87 | + |
| 88 | +### API Endpoints |
| 89 | +✅ `/api/curation/curate` - Async curation with progress tracking |
| 90 | +✅ `/api/curation/curate/progress/{job_id}` - Progress polling |
| 91 | +✅ `/api/curation/curate_sync` - Synchronous curation |
| 92 | +✅ `/api/curation/export` - Export selected images |
| 93 | + |
| 94 | +### UI Components |
| 95 | +✅ Curation panel toggle |
| 96 | +✅ Target count slider and number input |
| 97 | +✅ Iterations input |
| 98 | +✅ Method selection (radio buttons) |
| 99 | +✅ Run/Clear/Export/CSV buttons |
| 100 | +✅ Export path input with validation |
| 101 | +✅ Progress bar |
| 102 | +✅ Status messages |
| 103 | +✅ Exclusion controls |
| 104 | + |
| 105 | +### Data Integrity |
| 106 | +✅ Analysis results format (filename, subfolder, count, frequency, index) |
| 107 | +✅ Frequency percentage calculation (0-100%) |
| 108 | +✅ CSV export format with proper escaping |
| 109 | +✅ Selected indices and files synchronization |
| 110 | + |
| 111 | +### Security |
| 112 | +✅ Path traversal protection for exports |
| 113 | +✅ Export restricted to user home directory |
| 114 | +✅ Input validation for all parameters |
| 115 | +✅ Error handling for malformed requests |
| 116 | + |
| 117 | +## Running the Tests |
| 118 | + |
| 119 | +### Frontend Tests |
| 120 | +```bash |
| 121 | +npm install |
| 122 | +npm test |
| 123 | +``` |
| 124 | + |
| 125 | +To run only curation tests: |
| 126 | +```bash |
| 127 | +npm test -- tests/frontend/curation-functionality.test.js |
| 128 | +``` |
| 129 | + |
| 130 | +### Backend Tests |
| 131 | +```bash |
| 132 | +pip install -e ".[testing]" |
| 133 | +pytest tests/backend/test_curation.py -v |
| 134 | +``` |
| 135 | + |
| 136 | +To run all backend tests: |
| 137 | +```bash |
| 138 | +pytest tests/backend -v |
| 139 | +``` |
| 140 | + |
| 141 | +## Test Quality Notes |
| 142 | + |
| 143 | +1. **Isolation**: Tests use fixtures and temporary directories to ensure isolation |
| 144 | +2. **Cleanup**: All tests properly clean up resources (albums, files, temp directories) |
| 145 | +3. **Realistic**: Tests use actual image files and perform real index creation |
| 146 | +4. **Comprehensive**: Tests cover success paths, error paths, edge cases, and validation |
| 147 | +5. **Fast**: Frontend tests run in ~2.5 seconds, backend curation tests in ~40 seconds |
| 148 | +6. **Maintainable**: Clear test names and documentation make tests easy to understand and maintain |
| 149 | + |
| 150 | +## Future Test Enhancements |
| 151 | + |
| 152 | +Potential areas for additional testing: |
| 153 | +- Integration tests combining frontend and backend |
| 154 | +- Performance tests with large image collections |
| 155 | +- UI interaction tests using Playwright or similar |
| 156 | +- Load testing for concurrent curation operations |
| 157 | +- Tests for specific algorithm behavior and convergence |
| 158 | + |
| 159 | +## Conclusion |
| 160 | + |
| 161 | +The curation functionality now has comprehensive test coverage including: |
| 162 | +- 13 backend tests covering all API endpoints and edge cases |
| 163 | +- 30 frontend tests covering UI components, validation, and user interactions |
| 164 | +- Security tests for path traversal protection |
| 165 | +- Async operation tests with progress polling |
| 166 | +- Data format and integrity validation |
| 167 | + |
| 168 | +All tests are passing and integrated into the existing test suite. |
0 commit comments