/ComfyUI-to-Python-Extension

A powerful tool that translates ComfyUI workflows into executable Python code.

Primary LanguagePythonMIT LicenseMIT

ComfyUI-to-Python-Extension

The ComfyUI-to-Python-Extension lets you translates ComfyUI workflows into executable Python code. Designed to bridge the gap between ComfyUI's visual interface and Python's programming environment, this script facilitates the seamless transition from design to code execution. Whether you're a data scientist, a software developer, or an AI enthusiast, this tool streamlines the process of implementing ComfyUI workflows in Python.

  1. Navigate to the ComfyUI-to-Python-Extension folder and install requirements

    pip install -r requirements.txt

  2. Launch ComfyUI, click the gear icon over Queue Prompt, then check Enable Dev mode Options. THE SCRIPT WILL NOT WORK IF YOU DO NOT ENABLE THIS OPTION!

Enable Dev Mode Options

  1. Load up your favorite workflows, then click the newly enabled Save (API Format) button under Queue Prompt

  2. Move the downloaded .json workflow file to your ComfyUI/ComfyUI-to-Python-Extension folder

  3. Run the script:

    python src/comfyui_to_python.py

    answer the prompts for input and output file:

    Using xformers cross attention

> ComfyUI worflow file (.json): workflow_api.json
> Output to (.py): generated_code.py

  4. After running comfyui_to_python.py, a new .py file will be created in the current working directory. If you made no changes, look for workflow_api.py.

  5. Now you can execute the newly created .py file to generate images without launching a server:

    python generated_code.py