Book Image

Learning Jupyter 5 - Second Edition

Book Image

Learning Jupyter 5 - Second Edition

Overview of this book

The Jupyter Notebook allows you to create and share documents that contain live code, equations, visualizations, and explanatory text. The Jupyter Notebook system is extensively used in domains such as data cleaning and transformation, numerical simulation, statistical modeling, and machine learning. Learning Jupyter 5 will help you get to grips with interactive computing using real-world examples. The book starts with a detailed overview of the Jupyter Notebook system and its installation in different environments. Next, you will learn to integrate the Jupyter system with different programming languages such as R, Python, Java, JavaScript, and Julia, and explore various versions and packages that are compatible with the Notebook system. Moving ahead, you will master interactive widgets and namespaces and work with Jupyter in a multi-user mode. By the end of this book, you will have used Jupyter with a big dataset and be able to apply all the functionalities you’ve explored throughout the book. You will also have learned all about the Jupyter Notebook and be able to start performing data transformation, numerical simulation, and data visualization.
Table of Contents (18 chapters)
Title Page
Packt Upsell
Contributors
Preface
Index

Chapter 11. Multiuser Jupyter Notebooks

Jupyter Notebooks have the inherent ability to be modifiable by users when the user enters data or makes a selection. However, there is an issue with the standard implementation of the Notebook server software that does not account for more than one person working with a Notebook at the same time. The Notebook server software is the underlying Jupyter software that displays the page and interacts with the user—it follows the directions in your Notebook for display and interaction.

A Notebook server, really a specialized internet web server, typically creates a new path or thread of execution for each user to allow for multiple users. A problem arises when a lower-level subroutine, used for all instances, does not properly account for multiple users where each has their own set of data.

Note

Note that some of the coding/installs in this chapter may not work in a Windows environment.

In this chapter we will explore the following:

  • Give an example of the issue...