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Dependency Fix Summary

Issues Fixed

1. βœ… AttributeError: module 'utils' has no attribute 'setup_logging'

Problem: The application was crashing on startup with:

AttributeError: module 'utils' has no attribute 'setup_logging'

Root Cause:

  • Python was importing the utils/ package directory instead of finding the setup_logging() function
  • The utils/__init__.py file was empty and didn't expose the required functions

Solution: Updated /workspace/utils/__init__.py to:

  • Import setup_logger from utils/logger.py
  • Create a setup_logging() wrapper function for backward compatibility
  • Dynamically import all utility functions from the standalone utils.py file
  • Properly export all functions via __all__

2. βœ… Plotly Dependency Management

Problem:

  • No graceful handling when plotly is not installed
  • Charts would crash the application

Solution: Updated /workspace/app.py to:

  • Check if plotly is available on import
  • Set PLOTLY_AVAILABLE flag
  • Create dummy plotly objects if not available
  • Modified generate_chart() to show helpful error message when plotly is missing
  • Log dependency status on startup

3. βœ… Transformers Dependency Management

Problem:

  • Inconsistent handling of missing transformers library
  • Warning message but no clear status

Solution:

  • Enhanced logging to show transformers availability status
  • Already had proper handling in ai_models.py with TRANSFORMERS_AVAILABLE flag
  • Added status logging in app.py to show all dependency statuses at startup

4. βœ… Requirements Files Updated

Updated /workspace/requirements.txt:

  • Added pandas
  • Added comments about optional dependencies
  • Clear separation between core and optional packages

Updated /workspace/requirements_gradio.txt:

  • Marked plotly as REQUIRED for chart features
  • Added transformers, torch, and sentencepiece for AI features
  • Clear comments explaining which dependencies are optional

Dependency Status

Required Dependencies (Core API)

  • βœ“ fastapi
  • βœ“ uvicorn
  • βœ“ pydantic
  • βœ“ sqlalchemy
  • βœ“ httpx
  • βœ“ websockets
  • βœ“ requests
  • βœ“ aiohttp
  • βœ“ pandas

Required Dependencies (Gradio Dashboard)

  • gradio (CRITICAL - app exits if not installed)
  • plotly (REQUIRED for charts - graceful degradation if missing)

Optional Dependencies (AI Features)

  • transformers (AI sentiment analysis - gracefully disabled if missing)
  • torch (required by transformers)
  • sentencepiece (required by some models)

Installation Instructions

Install Core API Dependencies

pip install -r requirements.txt

Install Gradio Dashboard Dependencies

pip install -r requirements_gradio.txt

Install AI/ML Dependencies (Optional)

pip install transformers torch sentencepiece

Quick Install (All Features)

pip install -r requirements.txt
pip install -r requirements_gradio.txt

Testing

Run the dependency test script:

python3 test_dependencies.py

This will check:

  • βœ“ utils.setup_logging() functionality
  • βœ“ All utility helper functions
  • βœ“ Availability of gradio, plotly, transformers
  • βœ“ AI models module
  • βœ“ app.py syntax validation

Startup Behavior

Before Fix

Traceback (most recent call last):
  File "/app/app.py", line 27, in <module>
    logger = utils.setup_logging()
AttributeError: module 'utils' has no attribute 'setup_logging'

After Fix

{"timestamp": "2025-11-16T15:47:32.594534Z", "level": "INFO", "logger": "crypto_aggregator", ...}
{"timestamp": "...", "level": "INFO", "message": "Dependency Status:"}
{"timestamp": "...", "level": "INFO", "message": "  - Gradio: βœ“ Available"}
{"timestamp": "...", "level": "INFO", "message": "  - Plotly: βœ“ Available"}
{"timestamp": "...", "level": "INFO", "message": "  - Transformers: βœ— Missing (AI features disabled)"}

Graceful Degradation

  • No Gradio: Application exits with clear error message
  • No Plotly: Charts show helpful message, dashboard continues to work
  • No Transformers: AI features disabled, rest of app works normally

Files Modified

  1. /workspace/utils/__init__.py - Added setup_logging() and utility function exports
  2. /workspace/app.py - Added dependency checking and graceful handling
  3. /workspace/requirements.txt - Added pandas and documentation
  4. /workspace/requirements_gradio.txt - Added transformers and AI dependencies

Files Created

  1. /workspace/test_dependencies.py - Comprehensive dependency testing script
  2. /workspace/DEPENDENCY_FIX_SUMMARY.md - This documentation

Verification

All fixes have been tested and verified:

  • βœ“ utils.setup_logging() works correctly
  • βœ“ All utility functions accessible (format_number, calculate_rsi, etc.)
  • βœ“ App handles missing dependencies gracefully
  • βœ“ Requirements files updated with all dependencies
  • βœ“ Clear installation instructions provided
  • βœ“ Test script created for future validation

Next Steps

To run the application with all features:

  1. Install dependencies:

    pip install -r requirements_gradio.txt
    
  2. Run the application:

    python3 app.py
    

The application will now start successfully and show clear status messages about which features are available based on installed dependencies.