Analysis of Current Codebase Situation

Let me provide a clear analysis and path forward to address the file duplication issue:

Analysis of Current Codebase Situation

Current State

We have multiple versions of similar functionality across files:

1. Logging Implementation:

# Existing files
/scripts/utils/preprocessing_logger.py  # Original
/scripts/utils/central_logger.py       # New duplicate

# These contain overlapping logging functionality and need consolidation

1. Database Management:

# Existing files
/scripts/utils/db_utils.py            # Original
/scripts/utils/db_manager.py          # New duplicate

1. Text Processing:

/scripts/pipeline/text_processor.py    # Original
/scripts/pipeline/text_processor_new.py # New duplicate

Recommended Resolution Path

Instead of creating new files, let's modify the existing ones:

1. For each file we want to update:

# Step 1: Rename original to _full version
mv text_processor.py text_processor_full.py

# Step 2: Create clean version from original
cp text_processor_full.py text_processor.py

1. Then work on the clean version:

# text_processor.py
# Original code with improvements, keeping core structure
class TextProcessor:
    def __init__(self, db_path: str):
        self.logger = preprocessing_logger.setup_logger('text_processor')
        # Add improvements here while maintaining existing interface

Would you like me to:

1. Create a detailed consolidation plan for each specific file?