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https://github.com/danielfrg/illusionist
Interactive client-only reports based on Jupyter Notebooks and Jupyter widgets.
https://github.com/danielfrg/illusionist
client-side dashboard jupyter-notebook jupyter-widgets reports
Last synced: 3 months ago
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Interactive client-only reports based on Jupyter Notebooks and Jupyter widgets.
- Host: GitHub
- URL: https://github.com/danielfrg/illusionist
- Owner: danielfrg
- License: apache-2.0
- Created: 2020-05-12T18:24:27.000Z (almost 5 years ago)
- Default Branch: main
- Last Pushed: 2024-04-12T19:03:20.000Z (10 months ago)
- Last Synced: 2024-04-14T13:10:04.553Z (10 months ago)
- Topics: client-side, dashboard, jupyter-notebook, jupyter-widgets, reports
- Language: Python
- Homepage: https://illusionist.danielfrg.com
- Size: 11.6 MB
- Stars: 11
- Watchers: 3
- Forks: 2
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.txt
Awesome Lists containing this project
README
# illusionist
[](https://pypi.org/project/illusionist/)
[](https://github.com/danielfrg/illusionist/actions/workflows/test.yml)
[](https://github.com/danielfrg/illusionist/actions/workflows/docs.yml)
[](https://codecov.io/gh/danielfrg/illusionist?branch=master)
[](https://github.com/danielfrg/illusionist/blob/master/LICENSE.txt)Illusionist takes a Jupyter Notebook with a kernel and widgets and exports a
static HTML report that maintains the interactivity of the widgets without a
live Jupyter kernel.It does this by pre-calculating and serializing all the possible outputs
and it generates a self-contained asset that has no runtime requirements.A good analogy is the [static HTML export](https://nextjs.org/docs/advanced-features/static-html-export)
of a dynamic web server like [Next.JS](https://nextjs.org/).
A Jupyter Notebook connected to a live kernel is equivalent to a web server and
an illusionist report would be the static HTML version of the content.
An static site generator pre-renders the content and illusionist pre-calculates
the outputs of the widgets.The main idea of Jupyter Notebooks and Jupyter widgets is to make data closer
to the code and data scientists while maintaining interactivity, they do a great job at that.
Illusionist maintains the same development workflow Jupyter users are used to by using
standard Jupyter tooling such as `ipywidgets` and `nbconvert`.
No need to import anything in your notebook to generate an interactive report using illusionist,
just run one `nbconvert` command.The generated assets are easy to deploy, scale and have a big longevity by
removing a lot of deployment requirements and dependencies.
Like a regular [static web page](https://en.wikipedia.org/wiki/Static_web_page).Learn more and see examples at [illusionist.danielfrg.com](https://illusionist.danielfrg.com).