
DoraCodeLens
Visual mind maps, DB & JSON tools for Python code
What it does
Every developer knows the pain of exploring an unfamiliar codebase—endless scrolling, manual tracing, scattered tools. DoraCodeLens brings clarity by turning Python projects into interactive visual mind maps inside VS Code–supported IDEs. It visualizes modules, classes, and functions with complexity scores, generates DB diagrams from ORM models, detects frameworks, adds inline code lens insights, Git analytics, and handy JSON tools—all in one fast workspace.
Does a similar job
all alternatives →- VPVisual Python – open source visual Python code generator2021 · github.com · ▲42
- VDVisualize Data Structures in VS Code2020 · github.com · ▲509

- CCCodemap – Codebase Visualizer for JavaScript, TypeScript, and Python2020 · codemap.app · ▲84
- PTPython Tools for Visual Studio2012 · pytools.codeplex.com · ▲139
- ALA local Python prototyping tool for Jupyter and Streamlit2023 · github.com · ▲65
Hey HN! I built a local Python prototyping tool that is finally the Python development environment I've always wanted. It has a Jupyter notebook for data crunching, a database of your choice (Python or MongoDB), and a Streamlit app for building a frontend visualization. You can edit the Streamlit backend via an embedded VSCode editor, or locally on your own IDE. The best part for me is that the database connectors within Jupyter and Streamlit are configured out-of-the-box, so you don't need to spend time thinking about how to tie all that together - you can just pick the database you want to…
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