Refactored and Enhanced Python Backend Systems

• Day: 2025-11-21
• Time: 19:50 to 20:40
• Project: Dev
• Workspace: WP 2: Operational
• Status: In Progress
• Priority: MEDIUM
• Assignee: Matías Nehuen Iglesias
• Tags: Debugging, Refactoring, Python, Backend, Normalization

Description

Session Goal

The session aimed to debug and enhance various Python backend systems, focusing on error handling, cache management, data normalization, and system refactoring.

Key Activities

• Debugging Python Code: Identified root causes of errors and provided practical fixes with a testing checklist.
• Cache Management Enhancements: Improved design for cache management in the papers service, including code replacements and testing updates.
• Data Normalization: Developed a function to normalize paper lists into validated instances, incorporating deduplication and logging.
• Refactor Proposals: Proposed comprehensive refactors for file systems and TEI pipelines, focusing on performance, concurrency, and modularity.
• Module Implementations: Implemented modules for chunk and paper metadata handling, ensuring compatibility with existing systems.

Achievements

• Successfully debugged Python code with actionable fixes.
• Enhanced cache management and listing functionalities.
• Developed robust data normalization functions with error handling.
• Proposed and partially implemented refactor plans for improved system performance and modularity.

Pending Tasks

• Complete unit and acceptance testing for refactored systems.
• Implement remaining steps in the TEI pipeline refactor plan.

Evidence

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• event_ids: []