Models (6 + 1 association table): - User: Authentication with bcrypt, admin role check, last_login tracking - Player: Digital signage devices with auth codes, status tracking, online detection - Group: Player/content organization with statistics properties - Content: Media files with type detection, file size helpers, position ordering - ServerLog: Audit trail with class methods for logging levels - PlayerFeedback: Player status updates with error tracking - group_content: Many-to-many association table for groups and content Model improvements: - Added type hints to all methods and properties - Added database indexes on frequently queried columns (username, auth_code, group_id, player_id, position, level, timestamp, status) - Added comprehensive docstrings - Added helper properties (is_online, is_admin, file_size_mb, etc.) - Added relationship back_populates for bidirectional navigation - Added timestamps (created_at, updated_at, last_seen, uploaded_at) Utils (4 modules): - logger.py: Logging utility with level-based functions (info, warning, error) - uploads.py: File upload handling with progress tracking, video optimization - group_player_management.py: Player/group status tracking and bulk operations - pptx_converter.py: PowerPoint to PDF conversion using LibreOffice Utils improvements: - Full type hints on all functions - Comprehensive error handling - Progress tracking for long-running operations - Video optimization (H.264, 30fps, max 1080p, 8Mbps) - Helper functions for time formatting and statistics - Proper logging of all operations Performance optimizations: - Database indexes on all foreign keys and frequently filtered columns - Lazy loading for relationships where appropriate - Efficient queries with proper ordering - Helper properties to avoid repeated calculations Ready for template migration and testing
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