Inline matplotlib plots in your terminal via sixel, in a tmux pane, over SSH
Project description
plotty
Inline matplotlib plots in your terminal — rendered as sixel in a dedicated tmux pane, including over SSH. No browser, no X11, no Jupyter server.
plotty is a matplotlib backend that draws figures directly in your terminal, so
a tmux + ipython (+ nvim) workflow shows plots the way a Jupyter or VS Code
notebook does. Activate it once and your figures appear in a tmux pane next to
your REPL — locally or on a remote machine over SSH. It's inspired by and the Python analogue of
MuxDisplay.jl.
import plotty
plotty.enable()
import matplotlib.pyplot as plt
plt.plot([1, 4, 9, 16]) # shows up in the plot pane
Why / when to use it
If you do interactive analysis in a terminal — ipython inside tmux, editing
in nvim, frequently SSH'd into a remote box — you normally lose inline plots:
plt.show() wants a GUI and Jupyter wants a browser. plotty fills that gap and
covers three setups:
- Local tmux. Run your REPL in one pane; plots render in another.
- Remote over SSH. Run everything on the remote inside tmux. Only the rendered sixel bytes cross the wire (drawn by your local terminal); the control plane — signals, pidfile, image hand-off — stays host-local, so it behaves exactly like a local session.
- Nested tmux (
local tmux → ssh → remote tmux). Supported with a small, one-time tmux config change — see Nested tmux.
Requirements
| Python | ≥ 3.7 |
| tmux | ≥ 3.4, built with sixel support (--enable-sixel) |
| Terminal | a sixel-capable terminal for display — e.g. WezTerm, foot, Konsole, xterm -ti vt340 |
| Python deps | matplotlib (and numpy, which ships with matplotlib) — that's all |
Check tmux:
tmux -V # need >= 3.4
strings "$(command -v tmux)" | grep -qi sixel && echo "sixel: yes" || echo "sixel: MISSING"
Not in tmux? plotty falls back to writing sixel straight to your terminal's stdout, so it still works in any sixel-capable terminal without tmux.
Install
plotty installs with uv (which indexes PyPI) or pip:
uv add plotty # add to your project (resolved + locked)
# or
uv pip install plotty # into the active environment
# or
pip install plotty
From source:
git clone https://github.com/xuesoso/plotty && cd plotty
uv pip install .
Quick start
import plotty
plotty.enable() # auto-detect a renderer, target the last tmux pane,
# and spawn a tiny viewer there
import matplotlib.pyplot as plt
plt.plot([1, 4, 9, 16])
# IPython: the figure appears automatically after each cell.
# Plain REPL: call plt.show().
plotty.disable() # stop the viewer and restore matplotlib
Inside tmux, plotty draws into the last pane of the current window by default,
so split a pane first (Ctrl-b "), then call enable(). Target another pane with
enable(target_pane=...).
Public API: enable(), disable(), redraw(), view().
Demo
Run the bundled example to see it in action (split off a plot pane first, then
python examples/demo.py). The GIF below is the expected output:
python examples/demo.py
How it works
Two cooperating pieces share state via the filesystem + OS signals:
- Backend (
module://plotty, runs in your REPL): on each figure it saves a PNG, atomically publishes it to~/.cache/plotty/last.png, and signals the viewer. - Viewer (runs in the plot pane): redraws on a new figure (
SIGUSR1) and on pane resize/zoom (SIGWINCH). It's event-driven (signal.pause()), idle at zero CPU, and self-cleaning.
Because only sixel bytes cross SSH and everything else is host-local, remote use is identical to local.
Display modes
- Viewer mode (default in tmux) — a small viewer process lives in the target pane and redraws on new figures and on pane resize/zoom. Recommended; it's the mode that survives resizing.
- Inline mode (default outside tmux, or
enable(inline=True)) — the backend renders sixel itself, with no helper process, and writes it to the target pane's tty (in tmux) or to your stdout (no tmux). It does not auto-redraw on resize.
plotty.enable(inline=True) # force inline even inside tmux
Sixel encoders
plotty ships with a built-in, dependency-free sixel encoder (pure stdlib + numpy), so it works out of the box with no external tools.
If one is on your PATH, plotty auto-detects an external encoder for
higher-quality (dithered) output, in priority order:
Force the built-in encoder regardless of what's installed:
plotty.enable(imgcat="builtin") # or: PLOTTY_IMGCAT=builtin
plotty is sixel-only by design — sixel is the only path that survives tmux and SSH. Non-sixel terminal-image protocols (kitty / iTerm) are not used. A custom non-sixel
imgcat=may be passed but will warn that it may not display over SSH.
tmux configuration
plotty works with no config on a single tmux as long as tmux is ≥ 3.4 with sixel
and your terminal supports sixel (i.e. Wezterm, iTerm2, xterm, xfce term, VSCode). Reference Are We Sixel Yet? for a complete list. If plots don't appear (or you see raw
escape-sequence junk instead of an image), tmux hasn't recognized that your
terminal can render sixel — its auto-detection isn't always reliable, especially
over SSH. Tell it explicitly in ~/.tmux.conf:
set -as terminal-features ',*:sixel'
Nested tmux (local + remote)
A common remote setup is a tmux inside a tmux:
local terminal → local tmux → ssh → remote tmux → REPL + plot pane
For the image to flow all the way out, every tmux layer must render and forward the sixel — which means setting the feature on both the local and the remote tmux:
# add to ~/.tmux.conf on BOTH the local laptop and the remote machine
set -as terminal-features ',*:sixel'
Without this, the inner (remote) tmux doesn't know to forward sixel and the raw escape sequence leaks through as garbage characters. Verify a layer sees the feature with:
tmux display-message -p '#{client_termfeatures}' # should contain "sixel"
Both tmux layers must be ≥ 3.4 and built with sixel.
Configuration reference
enable() arguments (each has an environment-variable default):
| argument | env var | default | meaning |
|---|---|---|---|
target_pane |
PLOTTY_PANE |
-1 |
tmux pane for the plot; negative indexes from the end (-1 = last) |
size |
PLOTTY_SIZE |
60 |
display width in terminal cells |
dpi |
PLOTTY_DPI |
matplotlib default | savefig DPI of the source image (raise it for sharper plots at large size) |
imgcat |
PLOTTY_IMGCAT |
auto | renderer command; "builtin" forces the built-in encoder |
inline |
PLOTTY_INLINE |
auto | True/False to force inline vs viewer-pane mode |
clear |
PLOTTY_CLEAR |
True |
clear the pane before each draw |
close |
PLOTTY_CLOSE |
True |
close figures after display |
tmux |
PLOTTY_TMUX |
tmux |
tmux binary to use |
viewer |
— | True |
spawn the viewer process (tmux mode) |
verbose |
— | 1 |
print startup health-check warnings |
| — | PLOTTY_CACHE |
~/.cache/plotty |
state directory (last.png, pidfile) |
size and dpi are independent: size is how wide the image is displayed,
dpi is how many pixels the source has. For a crisp image at a large size,
raise dpi so the source has enough pixels.
Troubleshooting
- Garbage /
+++instead of an image: a tmux layer isn't forwarding sixel. Addset -as terminal-features ',*:sixel'to that layer (both layers if nested) and confirm tmux ≥ 3.4 with sixel. - Nothing appears: check
tmux -V≥ 3.4 and sixel support (strings $(command -v tmux) | grep -i sixel); confirm your terminal supports sixel; runplotty.enable(verbose=1)to print diagnostics. - Image too large / small: tune
size. Blurry when enlarged? raisedpi. - Plot doesn't refresh when you resize the pane: use viewer mode (the default in tmux); inline mode doesn't auto-redraw on resize.
License
MIT
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