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Mastering Python
By :
Mastering Python
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Overview of this book
Python is a dynamic programming language. It is known for its high readability and hence it is often the first language learned by new programmers. Python being multi-paradigm, it can be used to achieve the same thing in different ways and it is compatible across different platforms. Even if you find writing Python code easy, writing code that is efficient, easy to maintain, and reuse is not so straightforward.
This book is an authoritative guide that will help you learn new advanced methods in a clear and contextualised way. It starts off by creating a project-specific environment using venv, introducing you to different Pythonic syntax and common pitfalls before moving on to cover the functional features in Python. It covers how to create different decorators, generators, and metaclasses. It also introduces you to functools.wraps and coroutines and how they work. Later on you will learn to use asyncio module for asynchronous clients and servers. You will also get familiar with different testing systems such as py.test, doctest, and unittest, and debugging tools such as Python debugger and faulthandler. You will learn to optimize application performance so that it works efficiently across multiple machines and Python versions. Finally, it will teach you how to access C functions with a simple Python call. By the end of the book, you will be able to write more advanced scripts and take on bigger challenges.
Table of Contents (21 chapters)
Preface
Getting Started – One Environment per Project
Interactive Python Interpreters
Pythonic Syntax and Common Pitfalls
Pythonic Design Patterns
Functional Programming – Readability Versus Brevity
Decorators – Enabling Code Reuse by Decorating
Generators and Coroutines – Infinity, One Step at a Time
Metaclasses – Making Classes (Not Instances) Smarter
Documentation – How to Use Sphinx and reStructuredText
Testing and Logging – Preparing for Bugs
Debugging – Solving the Bugs
Performance – Tracking and Reducing Your Memory and CPU Usage
asyncio – Multithreading without Threads
Multiprocessing – When a Single CPU Core Is Not Enough
Scientific Python and Plotting
Artificial Intelligence
Extensions in C/C++, System Calls, and C/C++ Libraries
Packaging – Creating Your Own Libraries or Applications
Other Books You May Enjoy
Index
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