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Secret Recipes of the Python Ninja

You're reading from   Secret Recipes of the Python Ninja Over 70 recipes that uncover powerful programming tactics in Python

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Product type Paperback
Published in May 2018
Publisher Packt
ISBN-13 9781788294874
Length 380 pages
Edition 1st Edition
Languages
Tools
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Author (1):
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Cody Jackson Cody Jackson
Author Profile Icon Cody Jackson
Cody Jackson
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Table of Contents (11) Chapters Close

Preface 1. Working with Python Modules FREE CHAPTER 2. Utilizing the Python Interpreter 3. Working with Decorators 4. Using Python Collections 5. Generators, Coroutines, and Parallel Processing 6. Working with Python's Math Module 7. Improving Python Performance with PyPy 8. Python Enhancement Proposals 9. Documenting with LyX 10. Other Books You May Enjoy

Introduction

Python is an interpreted language. Interpreted languages use middleware to read the source code and generate system-specific machine language. Compiled languages use a compiler to convert the source code directly into machine language; there is no middle step in the process.

The benefit of compiled languages is that, without the interpretation step, the code is executed directly by the system and yields the fastest processing time available. In addition, compilers have the ability to look at the source code as it is being converted and apply optimizations to make the machine code that much faster.

For example, if the compiler is analyzing the source code and sees that code spends a large amount of time in a particular loop, it can apply one of several optimization algorithms to the code to improve performance, such as breaking a single loop into multiple loops that...

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