Book Image

Jupyter Cookbook

By : Dan Toomey
Book Image

Jupyter Cookbook

By: Dan Toomey

Overview of this book

Jupyter has garnered a strong interest in the data science community of late, as it makes common data processing and analysis tasks much simpler. This book is for data science professionals who want to master various tasks related to Jupyter to create efficient, easy-to-share, scientific applications. The book starts with recipes on installing and running the Jupyter Notebook system on various platforms and configuring the various packages that can be used with it. You will then see how you can implement different programming languages and frameworks, such as Python, R, Julia, JavaScript, Scala, and Spark on your Jupyter Notebook. This book contains intuitive recipes on building interactive widgets to manipulate and visualize data in real time, sharing your code, creating a multi-user environment, and organizing your notebook. You will then get hands-on experience with Jupyter Labs, microservices, and deploying them on the web. By the end of this book, you will have taken your knowledge of Jupyter to the next level to perform all key tasks associated with it.
Table of Contents (17 chapters)
Title Page
Copyright and Credits
Packt Upsell
Contributors
Preface
Index

Using a widget container


A container is usually a box that groups controls/widgets together. You can imagine if you had a large form with many widgets; it would make it easier for the user if widgets are grouped into different containers like items.

How to do it...

We can use this script:

from ipywidgets import *
from IPython.display import display

slider = widgets.FloatSlider() 
message = widgets.Text(value='Hello World')

container = widgets.Box(children=[slider, message])
container.layout.border = '1px black solid'

display(container)

This results in a display:

The container box instantiates like other widgets. The difference is that we pass in the list of contained widgets in its constructor. Once constructed, we can add different adornments, such as a border. Then, like other graphical elements, we display the container, which automatically draws its contained widgets as well.