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 saw a variety of useful features provided by IPython. While no single feature is of game-changing importance, each provides the right tool for its job.

IPython's timing utilities, whether through the utils.timing or the timeit and prun magics, provide a quick and easy way to measure application performance.

The AsyncResult class provides more than a variety of different methods of obtaining results from asynchronous jobs. Metadata about the results is also available, allowing the developer to access important information such as when a job was started and its error status.

Given this data about jobs, the Client class provides access to job-control functionality. In particular, queues can be accessed and jobs and engines can be stopped based on their status.

A Client object can be used to obtain a View object (either a DirectView or a LoadBalancedView). Both Views are the primary mechanisms by which jobs are started on engines.

DirectView works as a multiplexer. It...