This tool is an extension for ComfyUI that enhances the organization of node layouts within workflows, utilizing advanced algorithms to improve visual clarity. It addresses the limitations of the existing auto-arrange feature by ensuring that node connections are more visible and intuitively arranged.
- Enhances node layout visualization by applying advanced hierarchical graph drawing algorithms.
- Improves clarity in workflows by clearly indicating the direction and flow of connections between nodes.
- Offers customizable options for layout density, allowing users to adjust spacing between nodes and columns.
Context
This extension serves as a practical enhancement to ComfyUI, focusing on improving the layout of nodes within workflows for better visualization. By implementing advanced algorithms designed for directed acyclic graphs, it aims to create a more organized and readable representation of node connections.
Key Features & Benefits
The tool utilizes algorithms such as Dagre and ELK to optimize the positioning of nodes, which significantly improves the visual hierarchy of workflows. This results in a clearer understanding of how nodes interact, making it easier for users to follow the flow of data and connections.
Advanced Functionalities
One of the standout features is the ability to control layout density, which allows users to customize the spacing between columns and nodes. This flexibility is crucial for users working with complex workflows, as it helps to mitigate visual clutter and enhances overall readability.
Practical Benefits
By improving the clarity and organization of node layouts, this extension streamlines the workflow process in ComfyUI. Users can work more efficiently as they spend less time deciphering complex connections, thus enhancing their productivity and control over the creative process.
Credits/Acknowledgments
The development of this extension is inspired by discussions in the ComfyUI community, particularly a comment that influenced the layout approach. The implementation relies on external libraries like Dagre and ELK for graph drawing, with the tool being compatible with ComfyUI version 0.3 and above.