CodeGraph Analysis

ML-powered analysis workflows and data pipelines for CodeGraph/USA.

Features

• Workflow Orchestration: Celery-based distributed task processing
• ML Integration: LangChain and LlamaIndex for intelligent code analysis
• Data Pipelines: Scalable data processing with Pandas and NumPy
• REST API: FastAPI-based service for triggering analyses
• CLI Tools: Rich command-line interface for operations

Requirements

• Python 3.11+
• Poetry for dependency management
• Redis for task queue
• Docker (optional)

Installation

poetry install

Development

# Start API server
poetry run uvicorn codegraph_analysis.main:app --reload

# Run tests
poetry run pytest

# Format code
poetry run black src tests
poetry run ruff src tests

CLI Usage

poetry run python -m codegraph_analysis.cli analyze /path/to/repo

Testing

poetry run pytest
poetry run pytest --cov  # with coverage

License

Apache License 2.0