Implement user activity logging for all user interactions#2
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Implement user activity logging for all user interactions#2
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Co-authored-by: jefferyepayne <50836441+jefferyepayne@users.noreply.github.com>
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[WIP] Create log capability for user interactions
Implement user activity logging for all user interactions
Sep 23, 2025
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This PR implements comprehensive user activity logging to satisfy the business requirement: "User activity shall be logged." The solution captures all user interactions and saves them to structured log files for analysis by log management systems.
Changes Made
New Logging System
user_activity_logger.py: Complete logging utility with JSON-structured output, Flask integration for IP/User-Agent capture, and configurable log filestests/test_user_activity_logger.py: Comprehensive unit tests covering all logging scenariosLOGGING_README.md: Documentation for setup, configuration, and log management system integrationUpdated Application
Modified
wine.pyto integrate logging at all user interaction points:Sample Log Output
{"timestamp": "2024-01-15T10:30:45.123456", "action": "login_attempt", "user_id": 123, "username": "johndoe", "ip_address": "192.168.1.100", "user_agent": "Mozilla/5.0...", "details": {"success": true, "attempted_username": "johndoe"}} {"timestamp": "2024-01-15T10:35:12.789012", "action": "wine_classification", "user_id": 123, "username": "johndoe", "ip_address": "192.168.1.100", "user_agent": "Mozilla/5.0...", "details": {"wine_characteristics": {"alcohol": 12.5, "malic_acid": 2.3, ...}, "prediction": 1}}Key Features
The implementation ensures user actions are properly logged for audit trails and analysis while maintaining security best practices.
Fixes #1.
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