Book Image

Mastering IPython 4.0

By : Thomas Bitterman, Dipanjan Deb
Book Image

Mastering IPython 4.0

By: Thomas Bitterman, Dipanjan Deb

Overview of this book

IPython is an interactive computational environment in which you can combine code execution, rich text, mathematics, plots, and rich media. This book will get IPython developers up to date with the latest advancements in IPython and dive deep into interactive computing with IPython. This an advanced guide on interactive and parallel computing with IPython will explore advanced visualizations and high-performance computing with IPython in detail. You will quickly brush up your knowledge of IPython kernels and wrapper kernels, then we'?ll move to advanced concepts such as testing, Sphinx, JS events, interactive work, and the ZMQ cluster. The book will cover topics such as IPython Console Lexer, advanced configuration, and third-party tools. By the end of this book, you will be able to use IPython for interactive and parallel computing in a high-performance computing environment.
Table of Contents (18 chapters)
Mastering IPython 4.0
Credits
About the Author
About the Reviewer
www.PacktPub.com
Preface
6
Works Well with Others – IPython and Third-Party Tools
Index

Summary


In this chapter, we covered many of the basics of using IPython for development. IPython can be installed by hand, but there are also several all-in-one distributions available. These distributions automatically install many popular packages and provide advanced package management capability.

IPython offers functionality beyond a Python command line, however. In this chapter, we introduced configuration and magic commands. Configuration is accomplished by writing an IPython program to control various aspects of the environment through manipulating the configuration object.

Magic commands fall into many categories: OS equivalents, working with code, logging, debugging, documentation, profiling, and working with other languages, among others. Add to this the ability to create custom magic commands (in IPython or another language) and the IPython terminal becomes a much more powerful alternative to the standard Python terminal.

Also included is the debugger—ipdb. It is very similar to...