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84908995
The Pythonic Way: An Architects Guide to Conventions and Best Practices for the Design, Development, Testing, and Management of Enterprise Python
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Item #:
84908995
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Learn to build and manage better software with clean, intuitive, scalable, maintainable, and high-performance Python code.
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What Stands Out
Comprehensive Guide
This book offers extensive insights into Python conventions, making it an essential resource for developers looking to master design and development for enterprise-level applications.
Best Practices
Learn industry-standard best practices that enhance code quality and maintainability, addressing common pitfalls in Python programming and ensuring project success.
Testing Strategies
Gain valuable techniques for effective testing and management of Python applications, improving reliability and performance while minimizing errors across enterprise environments.
Product Details
- Learn to build and manage better software with clean, intuitive, scalable, maintainable, and high-performance Python code.Key Features● Comparative analysis of regular and Pythonic coding constructs.● Illustrates application design paradigms for Python projects.● Detailed pointers on optimal data processing and application design.● Highlights accepted conventions for testing and managing production code.Description‘The Pythonic Way' acquaints you with Python's capabilities beyond basic syntax. This book will help you understand widely accepted Pythonic constructs and procedures, thus enabling you to write reliable, optimized, and modular applications.You'll learn about Pythonic data structures, class and object creation, and more. The book then delves into some of Python's lesser-known but incredibly powerful functionalities such as meta-programming, decorators, context managers, generators, and iterators. Additionally, you'll learn how to accelerate computations by using Pandas Series and Dataframes. You will be introduced to various design patterns that work well with Python applications. Finally, we'll discuss testing frameworks and best practices for testing, packaging, launching, and publishing applications in production environments.What you will learn● Understand common practices for writing scalable and legible Python code.● Create robust and maintainable production codebases for time and space performant applications.● Master effective data processing practices and features like generators and decorators to improve complex computations on large datasets.● Get familiar with Pythonic design patterns for secure, large-scale applications.Who this book is forThis book is a valuable reference manual for novice and intermediate programmers and data scientists to learn about Pythonic standards and conventions. For beginners, this book will get you started with Pythonic thinking. This book will serve as a guide to fine-tune your skills beyond syntax and help build robust Python applications for intermediate Python coders.Table of Contents1. Introduction to Pythonic Code2. Pythonic Data Structures3. Classes and OOP Conventions4. Python Modules and Metaprogramming5. Pythonic Décorators and Context Managers6. Data Processing Done Right7. Iterators, Generators, and Coroutines8. Python Descriptors9. Pythonic Application Design and Architecture10. Effective Testing for Python Code11. Production Code ManagementAbout the AuthorsSonal Raj is an engineer, mathematician, data scientist, and Python evangelist from India, who has carved a niche in the financial services domain. He is a Goldman Sachs and D.E. Shaw alumnus who currently heads the data analytics and research efforts for a high-frequency trading firm.He holds a dual master’s degree in Computer Science and Business Management and is a former research fellow of the Indian Institute of Science. His areas of research range from image processing, real-time graph computations to electronic trading algorithms and data science. He is a doctoral candidate at the Swiss School of Business Management, Geneva. Over the years, he has implemented low latency platforms, trading strategies, and market signal models. With more than a decade of hands-on experience, he is a community speaker and a Python and data science mentor to newcomers in the field.LinkedIn Profile: https://www.linkedin.com/in/sonalraj/Blog Link: https://www.sonalraj.com/
| Publisher | BPB Publications |
| Publication date | September 9, 2021 |
| Language | English |
| Print length | 512 pages |
| ISBN-10 | 9391030122 |
| ISBN-13 | 978-9391030124 |
| Item Weight | 1.94 pounds (880 grams) |
| Dimensions | 7.5 x 1.16 x 9.25 inches (19.1 x 2.9 x 23.5 cm) |
| Part of series | Python All-in-One Series |
Who Should Buy?
-
Software Architects
This guide is ideal for architects seeking to establish robust Python coding standards and best practices for enterprise development.
-
Developers Transitioning
Developers new to Python or transitioning from other languages can gain insight into the Pythonic way of coding.
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Project Managers
Project managers overseeing Python projects will benefit from understanding the conventions to manage development and teams effectively.
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Beginner Programmers
Total beginners without prior programming experience may find the content too advanced and complex to grasp easily.
Product Description
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Python Editorial Review
The Pythonic Way: An Architect's Guide to Conventions and Best Practices for the Design, Development, Testing, and Management of Enterprise Python Code offers comprehensive insights tailored for Python developers. With a hefty print length of 512 pages, this book combines depth with clarity, enhancing the understanding of best practices in coding and architecture. Published by BPB Publications, it serves as an essential reference for both seasoned developers and newcomers looking to streamline their Python codebases. Readers appreciate the organized layout and actionable guidance which positions it as an invaluable resource in the Python All-in-One Series.
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Pros
- Comprehensive coverage of best practices
- Clear architecture guidelines included
- Useful for both beginners and experienced developers
- Well-organized content for easy navigation
- Valuable insights for enterprise-level coding
Cons
- Some readers may find it quite lengthy
Product Price History
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Features & Benefits
- Master Pythonic coding practices to enhance your software development skills.
- Understand and apply accepted conventions for writing scalable Python code.
- Explore advanced features like decorators, generators, and meta-programming.
- Gain insights into effective data processing and design patterns.
- Improve your application's performance and maintainability.
- Ideal for novice and intermediate programmers seeking to enhance their Python knowledge.
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