Interactive Python call tree visualizer — upload a project, explore its call graph in the browser
Project description
VizPy
Interactive Python call tree visualizer. Upload a Python project and explore its function call graph in the browser.
Features
- Interactive web UI — zoom, pan, drag nodes, collapse subtrees
- Cross-module resolution — follows imports across files to draw edges between modules
- Dark mode — toggle with one click
- Headless mode — render a static SVG from the command line (requires Graphviz)
- Folder or zip upload — drag-and-drop a
.zipor browse for a local folder
Installation
pip install vizzpy
Headless SVG rendering additionally requires the Graphviz system package:
# macOS
brew install graphviz
# Debian/Ubuntu
apt install graphviz
Usage
Web UI (recommended)
vizzpy --serve
# open http://127.0.0.1:8000
Upload a .zip of your Python project or select a local folder, then click Analyze.
- Scroll / pinch to zoom
- Drag background to pan
- Drag nodes to rearrange
- Double-click a node to collapse/expand its call subtree
- Hover a node to see its docstring
Headless SVG
vizzpy --headless ./myproject --output call_tree.svg
Options
vizzpy --serve [--host HOST] [--port PORT]
vizzpy --headless PROJECT_PATH [--output OUTPUT.svg]
How it works
VizPy uses Python's ast module to do a two-pass analysis of your source files:
- Scope pass — collects every top-level function and class method with its qualified name (
module.ClassName.method) - Edge pass — walks each file again, resolves
self.method(),cls.method(), imported names, and direct calls to project-internal functions
Results are rendered in the browser with dagre-d3 (vendored, works offline). Calls to stdlib or third-party libraries are silently excluded.
Development
git clone https://github.com/atulsaurav/vizzpy
cd vizzpy
pip install -e ".[dev]"
# run tests
pytest
# run with coverage
pytest --cov=vizzpy --cov-report=term-missing
License
MIT
Project details
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