/anywidget

custom jupyter widgets made easy

Primary LanguagePythonMIT LicenseMIT

anywidget

PyPI License Open In Colab

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.

Installation

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

Usage

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.

Development

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

Release

npm version [major|minor|patch]
git tag -a vX.X.X -m "vX.X.X"
git push --follow-tags