Python 高性能编程技巧精要

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Python 高性能编程技巧 Python Unlocked 是一本专门讲解高性能 Python 编程技巧的书籍,旨在帮助读者掌握高效的 Python 编程方法,提高编程效率和性能。下面是基于该书籍的知识点总结: 1. **高性能 Python 编程技巧**:本书涵盖了各种高性能 Python 编程技巧,旨在帮助读者提高编程效率和性能。这些技巧包括智能缓存、并行处理、数据压缩、优化算法等。 2. **Python 语言基础**:为了更好地理解高性能 Python 编程技巧,读者需要了解 Python 语言的基础知识,包括变量、数据类型、控制结构、函数、模块等。 3. **智能缓存**:智能缓存是高性能 Python 编程技巧之一,它可以大幅提高程序的执行速度。读者可以学习如何使用缓存来提高程序的性能。 4. **并行处理**:并行处理是高性能 Python 编程技巧之一,它可以大幅提高程序的执行速度。读者可以学习如何使用并行处理来提高程序的性能。 5. **数据压缩**:数据压缩是高性能 Python 编程技巧之一,它可以大幅减少数据的存储空间。读者可以学习如何使用数据压缩来提高程序的性能。 6. **优化算法**:优化算法是高性能 Python 编程技巧之一,它可以大幅提高程序的执行速度。读者可以学习如何使用优化算法来提高程序的性能。 7. **高性能 Python 库**:本书介绍了多种高性能 Python 库,包括 NumPy、SciPy、Pandas 等。这些库可以帮助读者提高编程效率和性能。 8. **性能优化**:性能优化是高性能 Python 编程技巧之一,它可以大幅提高程序的执行速度。读者可以学习如何使用性能优化来提高程序的性能。 9. **Python Best Practices**:本书介绍了 Python 编程 best practices,旨在帮助读者编写高质量、可维护的代码。 10. **Python 高级主题**:本书涵盖了多种 Python 高级主题,包括 Decorators、Generators、Itertools 等。这些主题可以帮助读者更好地理解 Python 语言。 Python Unlocked 是一本非常实用的书籍,旨在帮助读者掌握高性能 Python 编程技巧,提高编程效率和性能。
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Paperback: 172 pages Publisher: Packt Publishing (December 30, 2015) Language: English ISBN-10: 1785885995 ISBN-13: 978-1785885990 Key Features Write smarter, bug-free, high performance code with minimal effort Uncover the best tools and options available to Python developers today Deploy decorators, design patters, and various optimization techniques to use Python 3.5 effectively Book Description Python is a versatile programming language that can be used for a wide range of technical tasks―computation, statistics, data analysis, game development, and more. Though Python is easy to learn, it's range of features means there are many aspects of it that even experienced Python developers don't know about. Even if you're confident with the basics, its logic and syntax, by digging deeper you can work much more effectively with Python – and get more from the language. Python Unlocked walks you through the most effective techniques and best practices for high performance Python programming - showing you how to make the most of the Python language. You'll get to know objects and functions inside and out, and will learn how to use them to your advantage in your programming projects. You will also find out how to work with a range of design patterns including abstract factory, singleton, strategy pattern, all of which will help make programming with Python much more efficient. Finally, as the process of writing a program is never complete without testing it, you will learn to test threaded applications and run parallel tests. If you want the edge when it comes to Python, use this book to unlock the secrets of smarter Python programming. What you will learn Manipulate object creation processes for instances, classes, and functions Use the best possible language constructs to write data structures with super speed and maintainability Make efficient use of design patterns to decrease development time and make your code more maintainable Write better test cases with an impro