Dmitry Zinoviev - Pythonic Programming: Tips for Becoming an Idiomatic Python Programmer
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- Book:Pythonic Programming: Tips for Becoming an Idiomatic Python Programmer
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Make your good Python code even better by following proven and effective pythonic programming tips. Avoid logical errors that usually go undetected by Python linters and code formatters, such as frequent data look-ups in long lists, improper use of local and global variables, and mishandled user input. Discover rare language features, like rational numbers, set comprehensions, counters, and pickling, that may boost your productivity. Discover how to apply general programming patterns, including caching, in your Python code. Become a better-than-average Python programmer, and develop self-documented, maintainable, easy-to-understand programs that are fast to run and hard to break.
Python is one of the most popular and rapidly growing modern programming languages. With more than 200 standard libraries and even more third-party libraries, it reaches into the software development areas as diverse as artificial intelligence, bioinformatics, natural language processing, and computer vision. Find out how to improve your understanding of the spirit of the language by using one hundred pythonic tips to make your code safer, faster, and better documented.
This programming style manual is a quick reference of helpful hints and a random source of inspiration. Choose the suitable data structures for searching and sorting jobs and become aware of how a wrong choice may cause your application to be completely ineffective. Understand global and local variables, class and instance attributes, and information-hiding techniques. Create functions with flexible interfaces. Manage intermediate computation results by caching them in files and memory to improve performance and reliability. Polish your documentation skills to make your code easy for other programmers to understand. As a bonus, discover Easter eggs cleverly planted in the standard library by its developers.
Polish, secure, and speed-up your Python applications, and make them easier to maintain by following pythonic programming tips.
What You Need:
You will need a Python interpreter (ideally, version 3.4 or above) and the standard Python library that usually comes with the interpreter.
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Python is a beautiful language. People from all walks of life can use it to create simple programs and websites quickly and easily. Sometimes too easily, one could say. Python is very forgiving of poor style and minor mistakes. As those simple programs and websites evolve, they often become maintenance nightmares. This book is an invaluable resource for anyone who wants to learn the correct Pythonian way of writing high-performance code that is easy to maintain and grow.
| Dmitri Tcherevik |
| Founder and CEO, Morebell, Inc. |
There are at least two reasons to read this book. First, it equips the reader with dozens of useful Python idioms that can and should be used on a daily basis by any practitioner. Second (and in my opinion even more important) is that it provides a consistent view of the language spirit and instills in the reader a true Pythonic view of the world of modern programming.
| Ilya Usvyatsky |
| Senior Software Development Engineer, Amazon Web Services |
As someone who uses Python to automate security operations, I find the tips in this book useful in writing and maintaining clean code for my scripts. I would recommend it especially to people who already know Python but are looking for tips in writing Pythonic code.
| Dan Wanjohi |
| Security Engineer, World Bank Group |
This is a great collection of unusual and useful Python features and a great chance to reflect about nonobvious points. Newbies will find a lot of new and useful information, and experienced developers will find new information and be reminded of most useful tips.
| Evgenii Kozhanov |
| Software Engineer, Inplat Technologies Ltd. |
This is a wonderful book. In highly accessible and always fun prose, it explores all the nooks and crannies of Python programming, exploring not only how it works but also what it means.
| Aditi Singh |
| Graduate Assistant, Kent State University |
Acknowledgments
This book is my third Pragmatic book produced in enjoyable cooperation with the outstanding editor Adaobi Obi Tulton. I cant stop admiring her helpfulness, mastery of the language, knowledge of the procedures, and willingness to understand the subject.
The book was inspired by many students that I had taught, tutored, and advised in the last twenty years, too plentiful to acknowledge by name. However, I must explicitly mention Andrea Olsen and Anna Nyulund: they were the muses of the book who triggered me into writing the manuscript.
My dear friend Dmitrii Cherevik was not an official technical reviewer, but his contribution to the clarity and correctness of the story is enormous.
The official technical reviewers combed the manuscript for any errors, typos, and inconsistencies that I overlooked. So here they are, listed in the alphabetic order of their last names: Anatol Gusakov, Evgenii Kozhanov, Svetlana Levitan, Emin Mammadov, Ankush Patel, Gabriela Karina Paulus, Aditi Singh, Ilya Usvyatsky, and Dan Wanjohi.
My beloved family: my wife, Anna; my daughter, Eugenia; my son, Roman; and my cats, Cesar and Susanas always, they provided immense encouragement and emotional support.
Last but not least, my dear friend Boris Bugalter loaned me his second display exclusively to be used as a part of the writers workstation so that I would spend less time juggling the windows and more time actually writing. And that was priceless.
Thank you!
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