dsaviz
See your code run, line by line. Supports Python today. Step through a program and watch variables, objects and pointers change, drawn as boxes and arrows.
Live: https://and.github.io/dsaviz/
It's like Python Tutor, but everything runs in your browser. Python is executed by Pyodide (CPython compiled to WebAssembly), so there's no backend to host, nothing to keep alive, and your code never leaves your machine. The site is just static files on GitHub Pages.
What it's good for
- Linked lists: objects keep their place while you step, so you can watch a single
.next arrow move when a link is rewired.
- Recursion: every call gets its own frame on the stack, with its return value.
- Trees, lists, dicts, aliasing: see when two names point at the same object.
Using it
Everything is on one page: code on the left, the drawing on the right.
- Pick an example or type your own code. The drawing updates a moment after you stop typing (Ctrl/⌘ + Enter re-runs straight away). If you're mid-edit and the code doesn't parse, the last working drawing stays up and the bad line is marked.
- Step with Next / Prev, the slider, or the ← → keys. The editor highlights the line that just ran and the one that runs next.
- The box above the drawing says, in plain English, what the last line did ("
Node 'x'.next now points to Node 'b' (was Node 'y')").
- Whatever changed is coral: the pointer that moved, values that changed, and name tags that moved. A dashed grey line shows where a pointer used to go.
- Clearer arrows (on by default) sends each arrow to the nearest side of its target, so a pointer back to an earlier node, as in a reversed list, enters that node from the right or arcs over the row instead of doubling back underneath. Turn it off to have every arrow enter from the left, like Python Tutor.
- The explanation box keeps the same height for the whole run, so the drawing doesn't jump as you step. Float ⧉ turns it into a small window you can drag anywhere and resize from its corner; Dock puts it back. Its position is remembered.
- Labels (the default) shows variables as name tags on the box they point to, so only links between objects are drawn as arrows. Arrows draws every variable as an arrow, like Python Tutor.
- Click a variable's name, in its frame or on its name tag, to give it its own colours: a line colour for its arrow and name tag, and a border colour around the variable and the box it points to. Colours are saved per program in your browser (with your last code), so they're still there after a refresh, and they follow the program while you edit it.
The same panel can Fade a variable (its row, name tag and arrow go faint) or Fade all others to focus on one. Click a box's header to fade that box and the arrows leaving it. Show all brings everything back. Fading is saved per program too.
- Drag any box to rearrange the drawing. Moved boxes stay put while you step and while you edit; Reset layout puts them back.
- Copy link puts your code in the URL, so you can share or bookmark it. The code is compressed (DEFLATE, built into the browser) to keep links short, and the link carries the code's length and a checksum, so a link that got cut short when it was shared shows a warning instead of loading broken code. Older plain
#code= links still open. Editing the code removes the link from the address bar, so a refresh shows your latest version.
After a refresh you're back on the same code, at the step you were on, with your colours.
The first visit downloads Python (about 10 MB). After that, the browser caches it.
How it works
your code ──▶ tracer.py (runs inside Pyodide)
│ sys.settrace records a snapshot at every line:
│ the call stack + every object reachable from it
▼
JSON trace ──▶ app.js draws frames, objects and arrows for the chosen step
tracer.py has no browser dependencies, so it runs and is tested under normal CPython too.- Object positions are worked out once for the whole run, so boxes don't jump between steps. An object sits to the right of the first object that ever pointed at it, which makes linked lists read as horizontal chains.
- Objects that nothing points to any more disappear, just like garbage collection.
Limits
- Stops after 1,000 steps (so infinite loops end with a warning instead of hanging the tab).
- Standard library only; no
input().
- Long lists and dicts show their first 50 items.
Developing
No build step. Serve the folder with any static server:
python3 -m http.server 8000
# open http://localhost:8000
To work offline, install Pyodide locally and point the page at it:
npm install pyodide
ln -s node_modules/pyodide _pyodide
# open http://localhost:8000/?pyodide=/_pyodide/
When you change app.js, style.css, examples.js or tracer.py, bump the ?v= number on their links in index.html (all three use the same number). That number is also the app version shown in the footer, and app.js uses it to fetch tracer.py. GitHub Pages and browsers cache these files for a while, and without a new number a visitor can get the new page with old code.
Run the tracer tests:
python3 -m unittest discover -s tests
Credits
Inspired by Philip Guo's Python Tutor. Python in the browser by Pyodide.
See WISHLIST.md for what's planned next.
MIT licence.
