gpython

A Python notebook in the terminal, inspired by marimo: cells know which variables they define and use, and runs follow that graph.

Running a cell first runs the stale cells it depends on (never run, edited since, or their inputs changed), then the cell. What happens to the cells below it, the ones that use its variables, is the run mode (f3, saved):

• lazy (the default): they are only marked stale. You run what you want, when you want, without moving: r 6 runs cell c6, r r this cell, r C the cells down to this one, r a the cells after it, r A all, r s the stale ones (f4); r k restarts the kernel, r R restarts and runs all, r i interrupts (the same keys work in the editor's normal mode, where space r … is a synonym).
• reactive: they re-run automatically, like marimo.

Install

The package on PyPI is called gpynb; the command it installs is gpython. Needs Python 3.13 or newer.

uv tool install gpynb        # installs the `gpython` command globally
uv tool upgrade gpynb        # later, to update
uvx --from gpynb gpython     # or run it once without installing anything
pipx install gpynb           # if you use pipx instead of uv

From a checkout, ./gpython runs the working copy (it creates the venv on first use); uv run gpython does the same.

Usage

gpython                    # empty untitled notebook
gpython script.py          # a plain script is split into cells automatically
gpython a.py b.py          # several files: one tab each (gt / gT switch)
gpython notebooks/         # a directory: opens the file explorer there
gpython --no-vim nb.py     # plain editing, no modal keys
gpython --theme nord nb.py # colour theme for this run (ctrl+t picks one and remembers it)

Files: .py notebooks (plain scripts, # %% cells, Jupytext markdown cells), marimo notebooks (@app.cell) and .ipynb; see Files.

Keys

Three modes, shown in the top bar: INSERT (typing), NORMAL (vim keys in the editor) and CELL (Jupyter's command mode: the whole cell is selected and keys act on cells). escape goes INSERT → NORMAL → CELL; enter or i goes back into the editor. Clicking a cell's header selects it. f1 (or ? in cell mode) shows every key; the list lives in src/gpython/keymap.py.

Everywhere:

Key	Action
shift+enter	Run cell (markdown: render it), then go to the cell below (a new cell only on the last one)
ctrl+enter / ctrl+shift+enter / ctrl+e	Run cell (markdown: render it), stay
alt+enter	Run cell and insert a new cell below
f5 / f4	Run all / run stale cells
f6	Python environment: switch venv/interpreter, new uv or python venv, install packages
ctrl+k	Interrupt running code
ctrl+n / ctrl+shift+n	New cell below / above
ctrl+d	Delete cell (cells that used its variables are marked stale, or re-run when reactive; u in cell mode undoes)
alt+↑/↓, ctrl+↑/↓	Previous / next cell
ctrl+home / ctrl+end	First / last cell
alt+shift+↑/↓	Move the cell up / down
ctrl+s / :w	Save (asks for a name if untitled)
ctrl+b	Toggle the file explorer (see Files, windows and tabs)
ctrl+w …	Window commands: s split, v vsplit, h j k l move, q close, o only, T to tab
f1	Help
f2	Toggle variables panel (hidden at start)
f3	Toggle run mode, saved: lazy (default, cells that use the variables are only marked stale) / reactive (they re-run)
ctrl+p	Command palette: run all, restart kernel, …
ctrl+q / :q	Quit (asks when there are unsaved changes; :q! does not)

Vim normal mode (in the editor):

Key	Action
escape	Leave the editor: cell mode
J / K	Next / previous cell (3J jumps three)
j / k	Down / up a line; past the edge moves to the next cell
gg / G / 3G	First / last / third line of this cell
dd	Delete line, like vim (3dd three lines; u undoes). To delete the cell: esc, then dd
gJ	Join lines (vim's J)
/	Jump: /3 third cell (as numbered in the headers), /text next match after the cursor (smart case, highlighted)
n / N	Next / previous match of the last search, across cells (3n skips three)
* / #	Search forward / backward for the word under the cursor
gt / gT / 2gt	Next / previous / second tab
:	Ex command

Also h j k l w b e 0 ^ $, counts, i a I A o O, x X s S dw d$ dj D cc cw C yy p P u ctrl+r.

Cell mode. Whether you are in cell mode or in the editor is one choice for the whole notebook: moving across a rendered markdown or hidden-code cell (which is always selected as a cell), deleting, undoing, searching or switching tabs keeps it; escape, enter/i and clicks change it.

Key	Action
j / k (3j)	Select next / previous cell
gg / G / 3G	Select first / last / third cell
enter / i	Edit the cell (normal / insert mode); on markdown, show its source
a / b	Insert a cell above / below
dd	Delete cell (3dd three; u brings them back)
u (or z)	Undo the last cell action: delete, move, insert, markdown/code switch
yy / x / p / P	Copy / cut / paste below / paste above
J / K	Move the cell down / up
m / y	Markdown / code cell
h	Hide / show the cell's code (marimo hide_code)
o / O	Collapse output / clear output
l	Toggle line numbers
gt / gT	Next / previous tab
/	Jump to /3, or select the next cell matching /text
n / N	Select the next / previous cell matching the last search
escape	Clear pending keys and the search highlight
:, ?	Ex command, help

Ex commands: :w [file], :wa, :q, :q!, :wq, :qa, :wqa, :e file, :sp [file], :vs [file], :only, :tabnew [file], :tabclose, :tabn, :tabp, :ls, :noh, :Ex, :run, :runabove, :runbelow, :stale, :restart, :clear, :set vim|novim|lazy|nolazy|nu|nonu, :vars, :md, :code, :theme [name], :N (go to cell N), :help. :set novim, line numbers, the run mode and the theme are remembered in ~/.config/gpython/config.toml.

Cell headers read ✓ c3 [4] 0.42s defines x · uses y: display position, execution count (like Jupyter's In [4]) and run time.

Editing: Enter indents after : or an open bracket and dedents after return/pass/…; backspace in leading whitespace removes one indent level; Tab inserts four spaces.

shift+enter and ctrl+enter need a terminal that reports them (Ghostty, Kitty, WezTerm, iTerm2). In Terminal.app use ctrl+e and ctrl+n.

Markdown cells

A markdown cell shows rendered text (headings, lists, code, links) instead of an editor, and it never runs.

• Make one: ctrl+n for a new cell, then escape escape (cell mode; one escape with --no-vim) and m. Or type :md in any cell. y or :code turns it back into code. Turning a code cell into markdown removes its variables, so the cells that used them are marked stale (reactive mode re-runs them, and they fail).
• Edit: select the cell and press enter (or i), or double-click it.
• Render: escape escape (back to cell mode), shift+enter (render and go to the next cell), ctrl+enter (render and stay), or just move to another cell.
• Files: in .py notebooks a markdown cell is # %% [markdown] followed by lines starting with # (the Jupytext format). In plain scripts without markers, a top-level """text""" string is a markdown cell. .ipynb markdown cells load and save as markdown cells.

A code cell whose last line is a bare string ("""note""") does not print that string as its result.

Files, windows and tabs

gpython opens several notebooks at once, the way vim opens several files: each notebook is a window, windows can be split, and tabs group windows. Every notebook has its own kernel (its own variables, its own __file__).

File explorer (ctrl+b, :Ex, :e with no name). A tree of the notebook's folder on the left: folders and .py/.ipynb files, hidden files and other extensions behind .. Keys inside it:

Key	Action
j / k, gg / G	Move
h / l	Collapse (or go to the parent) / expand a folder; l on a file opens it
enter / o / t	Open the file in its own tab (a folder expands); a blank untitled window is reused
e	Open the file in the current window (like :e)
s / v	Open in a horizontal / vertical split
-	Go up: the parent folder becomes the root
C	Make the folder under the cursor the root
%	New notebook in the folder under the cursor
/, n	Search file names, repeat
.	Show hidden and non-notebook files
R	Reload
q, escape, ctrl+b	Hide the explorer

ctrl+b toggles the explorer from anywhere. The explorer stays open after a file is opened; ctrl+w h from the leftmost window (or ctrl+w w) goes back to it. A file that is already open is shown (its tab focused) instead of being opened twice. Clicking a file opens it too.

Windows (ctrl+w then a key, as in vim; not in insert mode, where ctrl+w deletes a word):

Key	Action
ctrl+w s / :sp [file]	Split: a new window below (an untitled notebook, or file)
ctrl+w v / :vs [file]	Vertical split: a new window to the right
ctrl+w h j k l	Focus the window to the left / below / above / right
ctrl+w w / ctrl+w p	Next / previous window (the explorer counts as the first)
ctrl+w q / :q	Close this window (asks if unsaved; closing the last one quits)
ctrl+w o / :only	Keep only this window
ctrl+w T	Move this window to a new tab
ctrl+w =, + - < >	Equalize / resize

When a tab has several windows each shows a status line with its file name, dirty mark and kernel state; the active window's line is highlighted.

Tabs: :tabnew [file], gt / gT / 2gt (normal and cell mode), :tabn, :tabp, :tabclose, :tabonly. The tab line appears above the notebook once there are two tabs (or a hidden buffer, see below); click a tab to switch. gpython a.py b.py opens one tab per file.

Buffers (as in vim): every opened notebook is a buffer with its own kernel, numbered in opening order. Closing a window (:q, ctrl+w q, :tabclose) only hides its notebook: variables and outputs stay, and the tab line lists hidden buffers (click one to show it).

Command	Action
:ls / :buffers	List buffers: %a current, a shown, h hidden, + unsaved
:b N / :b name	Show that buffer in the current window (a partial, unique name works)
:bn / :bp	Next / previous buffer in the current window
:bd [N]	Delete the buffer and stop its kernel (asks if unsaved; :bd! does not)
:e file	Open a file in the current window (refuses if unsaved; :e! file discards)

:w saves the current notebook, :wa saves every buffer, :q on the last window quits (asking about any unsaved buffer), :qa quits, :wqa saves everything and quits. Hidden buffers keep their kernel process alive; :bd frees it.

Themes

ctrl+t opens a theme picker with live preview: move through the list and the whole notebook (editor syntax colours included) changes as you go; enter keeps the theme and writes it to ~/.config/gpython/config.toml, escape restores the one you had. Every later session starts in the saved theme. :theme name does the same without the picker and is saved too; --theme name applies to that run only; :theme alone shows the current one.

The default theme, terminal (also :theme default), uses your terminal's own colours and background, so gpython looks like whatever colorscheme the terminal has. Syntax colours are the terminal's 16 named colours.

Themes: terminal, catppuccin (mocha, macchiato, frappe, latte), gruvbox (dark, light), material (oceanic, palenight, darker, lighter), nord, dracula, tokyo-night, solarized (dark, light), monokai, plus Textual's built-in themes.

Python environments and packages

Each notebook's kernel runs in a Python environment. The header chip shows which one (Python 3.12.4 · .venv ▾); the bottom bar shows the kernel state with a dot (green ready, yellow starting or installing, red failed) and the live output of a running install.

At start a notebook uses the environment it last used; otherwise the nearest .venv / venv (next to the file, up to the project root) that has ipykernel; otherwise gpython's own interpreter. A project venv without ipykernel is pointed out once.

f6 (or a click on the header chip) opens the environment picker:

• Switch: every venv, uv env and conda env next to the notebook and in ~/.virtualenvs, ~/.venvs, conda's envs, plus uv's managed Pythons and python3.x on PATH. Type to filter, or type a path to a venv or a python. Picking a venv without ipykernel installs it first. Picking a bare interpreter offers to make a venv from it. Switching starts a fresh kernel (cells become stale) and is remembered for that notebook.
• New uv env: uv venv <folder> [--python 3.12], then ipykernel, then switch. Any Python version uv can download works.
• New venv: the same with python -m venv and pip, no uv needed.
• Install packages: uv pip install into the kernel's environment (pip without uv). New imports work without restarting the kernel.
• Add to project: uv add, writing to pyproject.toml and syncing into the kernel's environment.

The same as commands: :env (picker) or :env name|path, :venv [folder] [python], :uv venv [folder] [python], :pip numpy pandas, :pip list, :pip uninstall x, :uv add httpx, :uv <anything> (runs in the project). Inside cells, %uv pip install x and %uv add x target the kernel's own interpreter, and %pip uses uv in environments that have no pip.

Rules (same as marimo)

• A name may be defined in only one cell.
• Names starting with _ are private to their cell.
• In-place changes (xs.append(1), d["k"] = v) at a cell's top level are tracked: readers below run after the mutator, and running the mutator first re-runs the cell that created the object so it starts fresh.

Files

Notebooks are plain .py files. # %% markers (VS Code / Jupytext) are honoured; files without markers are split at top-level statements and saved back without markers, so a script stays a script. __file__ and the working directory match the notebook, like running it as a script.

marimo notebooks (import marimo as mo … @app.cell functions) open as cells and save back byte-identical when nothing changed: cell names, the hide_code=True decorator argument (such cells open with their code hidden; h in cell mode shows it) and mo.md(...) cells are kept. In the kernel a small marimo shim provides mo.md, mo.Html, mo.hstack, mo.vstack and mo.ui placeholders so such notebooks run. Not kept: other decorator arguments and comments after a cell's return.

Jupyter notebooks (.ipynb) open with their code and markdown cells, their stored outputs and execution counts, and save back as .ipynb with the current outputs (notebook metadata preserved).

Layout

graph.py dependency analysis · kernel.py IPython kernel in a subprocess via jupyter_client · notebook.py file formats (# %%, scripts, marimo, .ipynb) · vim.py modal editor and completion popup · cell.py one cell · pane.py one notebook window · windows.py tabs and split layout · explorer.py file tree · themes.py / themepicker.py / config.py · outputs.py rich outputs · keymap.py the key table (help and this README) · app.py + app.tcss the Textual app.

uv run pytest -q

Releases: bump version in pyproject.toml, commit, then push a vX.Y.Z tag; GitHub Actions builds and uploads to PyPI through trusted publishing.