RayDBG

A tool for static and dynamic analysis of Ray programs, using LLM.

Installation

pip3 install raydbg

# Setup CodeQL (optional)
raydbg init

Usage

Make sure you have set OPENAI_KEY environment variable to your OpenAI API key if you want to use LLM for more accurate analysis. You can also use --no-llm to disable LLM feature.

Static Analysis:

raydbg static --target <path_to_ray_file>

Dynamic Analysis:

raydbg dynamic --target <path_to_ray_file>

Example

git clone https://github.com/shouc/raydbg.git
cd raydbg

Run static analysis:

raydbg static --target examples/pi.py

Run dynamic analysis:

raydbg dynamic --target examples/pi.py