custom jupyter widgets made easy
- create widgets without complicated cookiecutter templates
- publish to PyPI like any other Python package
- prototype within
.ipynb
or.py
files - run in Jupyter, JupyterLab, Google Colab, VSCode, and more
- develop (optionally) with Vite for instant HMR
Learn more in the announcement.
Warning: anywidget is new and under active development. It is not yet ready for production as APIs are subject to change.
anywidget is available on PyPI and may be installed with pip
:
pip install anywidget
It is also available on conda-forge. If you have Anaconda or Miniconda installed on your computer, you can install anywidget with the following command:
conda install -c conda-forge anywidget
import anywidget
import traitlets
class CounterWidget(anywidget.AnyWidget):
# Widget front-end JavaScript code
_esm = """
export function render(view) {
let getCount = () => view.model.get("count");
let button = document.createElement("button");
button.innerHTML = `count is ${getCount()}`;
button.addEventListener("click", () => {
view.model.set("count", getCount() + 1);
view.model.save_changes();
});
view.model.on("change:count", () => {
button.innerHTML = `count is ${getCount()}`;
});
view.el.appendChild(button);
}
"""
# Stateful property that can be accessed by JavaScript & Python
count = traitlets.Int(0).tag(sync=True)
Read the documentation to learn more.
pip install -e .
If you are using the classic Jupyter Notebook you need to install the nbextension:
jupyter nbextension install --py --symlink --sys-prefix anywidget
jupyter nbextension enable --py --sys-prefix anywidget
Note for developers:
- the
-e
pip option allows one to modify the Python code in-place. Restart the kernel in order to see the changes. - the
--symlink
argument on Linux or OS X allows one to modify the JavaScript code in-place. This feature is not available with Windows.
For developing with JupyterLab:
jupyter labextension develop --overwrite anywidget
npm version [major|minor|patch]
git tag -a vX.X.X -m "vX.X.X"
git push --follow-tags