Legal Text Analysis Code Refactoring Plan

Project Status Analysis and Improvement Strategy

Current State Assessment

1. Identified File Duplication Issues

Database Management Files

/scripts/utils/
├── db_utils.py          [ORIGINAL]
└── db_manager.py        [NEW VERSION]

Key differences:

• db_utils.py contains core database operations
• db_manager.py includes MCP integration attempts

Text Processing Files

/scripts/pipeline/
├── text_processor_full.py  [ORIGINAL]
└── text_processor.py       [NEW VERSION]

Key differences:

• text_processor_full.py contains complete pipeline
• text_processor.py represents streamlined version

Logging Implementation

/scripts/utils/
├── preprocessing_logger.py  [ORIGINAL]
└── central_logger.py       [NEW VERSION]

2. Impact Analysis

Current Working Components

1. Database Connectivity
   • SQLite database connection functional
   • Basic CRUD operations working
   • Table structure maintained