ipyflex
A WYSIWYG layout editor for Jupyter widgets
Based on the React library FlexLayout, ipyflex allows you to compose the sophisticated dashboard layouts from existing Jupyter widgets without coding. It supports multiple tabs, resizable cards, drag-and-drop layout, save dashboard template to disk, and many more.
Example
Dynamic layout
Widget factory
https://user-images.githubusercontent.com/4451292/149482302-30579785-4d8e-4d50-9bcc-249bea4a9d95.mp4
Stock indexes dashboard
Documentation
You can read the documentation following this link: https://ipyflex.readthedocs.io
Installation
You can install using pip
:
pip install ipyflex
Or using conda
:
conda install -c conda-forge ipyflex
And if you use jupyterlab <= 2:
mamba install -c conda-forge jlpm
jupyter labextension install @jupyter-widgets/jupyterlab-manager ipyflex
Development Installation
Create a dev environment:
conda create -n ipyflex-dev -c conda-forge nodejs jlpm python jupyterlab
conda activate ipyflex-dev
Install the python. This will also build the TS package.
pip install -e ".[test, examples]"
When developing your extensions, you need to manually enable your extensions with the
notebook / lab frontend. For lab, this is done by the command:
jupyter labextension develop --overwrite .
jlpm run build
For classic notebook, you need to run:
jupyter nbextension install --sys-prefix --symlink --overwrite --py ipyflex
jupyter nbextension enable --sys-prefix --py ipyflex
Note that the --symlink
flag doesn't work on Windows, so you will here have to run
the install
command every time that you rebuild your extension. For certain installations
you might also need another flag instead of --sys-prefix
, but we won't cover the meaning
of those flags here.
How to see your changes
Typescript:
If you use JupyterLab to develop then you can watch the source directory and run JupyterLab at the same time in different
terminals to watch for changes in the extension's source and automatically rebuild the widget.
jlpm run watch
jupyter lab
After a change wait for the build to finish and then refresh your browser and the changes should take effect.
Python:
If you make a change to the python code then you will need to restart the notebook kernel to have it take effect.
Thanks
The following libraries / open-source projects were used or inspired in the development of ipyflex: