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Index
Cover Table of Contents Mastering Python Mastering Python Credits About the Author About the Reviewers www.PacktPub.com Preface What you need for this book Who this book is for Conventions Reader feedback Customer support 1. Getting Started – One Environment per Project Bootstrapping pip using ensurepip Installing C/C++ packages Summary 2. Pythonic Syntax, Common Pitfalls, and Style Guide Common pitfalls Summary 3. Containers and Collections – Storing Data the Right Way Core collections Advanced collections Summary 4. Functional Programming – Readability Versus Brevity list comprehensions dict comprehensions set comprehensions lambda functions functools itertools Summary 5. Decorators – Enabling Code Reuse by Decorating Decorating class functions Decorating classes Useful decorators Summary 6. Generators and Coroutines – Infinity, One Step at a Time Coroutines Summary 7. Async IO – Multithreading without Threads Summary 8. Metaclasses – Making Classes (Not Instances) Smarter Abstract classes using collections.abc Automatically registering a plugin system Order of operations when instantiating classes Storing class attributes in definition order Summary 9. Documentation – How to Use Sphinx and reStructuredText The Sphinx documentation generator Documenting code Summary 10. Testing and Logging – Preparing for Bugs Testing with py.test Mock objects Logging Summary 11. Debugging – Solving the Bugs Interactive debugging Summary 12. Performance – Tracking and Reducing Your Memory and CPU Usage Timeit – comparing code snippet performance cProfile – finding the slowest components Line profiler Improving performance Memory usage Performance monitoring Summary 13. Multiprocessing – When a Single CPU Core Is Not Enough Hyper-threading versus physical CPU cores Creating a pool of workers Sharing data between processes Remote processes Summary 14. Extensions in C/C++, System Calls, and C/C++ Libraries Calling C/C++ with ctypes CFFI Native C/C++ extensions Summary 15. Packaging – Creating Your Own Libraries or Applications Setup parameters Packages Entry points Package data Testing packages C/C++ extensions Wheels – the new eggs Summary Index
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