Advanced Python Development

1. Front Matter

   Pages i-xxii

   PDF

2. Prototyping and environments

   • Matthew Wilkes

   Pages 1-49

3. Testing, checking, linting

   • Matthew Wilkes

   Pages 51-101

4. Packaging scripts

   • Matthew Wilkes

   Pages 103-145

5. From script to framework

   • Matthew Wilkes

   Pages 147-182

6. Alternative interfaces

   • Matthew Wilkes

   Pages 183-245

7. Aggregation process

   • Matthew Wilkes

   Pages 247-281

8. Parallelization and async

   • Matthew Wilkes

   Pages 283-344

9. Advanced asyncio

   • Matthew Wilkes

   Pages 345-396

10. Viewing the data

    • Matthew Wilkes

    Pages 397-452

11. Speeding things up

    • Matthew Wilkes

    Pages 453-490

12. Fault tolerance

    • Matthew Wilkes

    Pages 491-540

13. Callbacks and data analysis

    • Matthew Wilkes

    Pages 541-587

14. Back Matter

    Pages 589-605

    PDF

This book builds on basic Python tutorials to explain various Python language features that aren’t routinely covered: from reusable console scripts that play double duty as micro-services by leveraging entry points, to using asyncio efficiently to collate data from a large number of sources. Along the way, it covers type-hint based linting, low-overhead testing and other automated quality checking to demonstrate a robust real-world development process.

Some powerful aspects of Python are often documented with contrived examples that explain the feature as a standalone example only. By following the design and build of a real-world application example from prototype to production quality you'll see not only how the various pieces of functionality work but how they integrate as part of the larger system design process. In addition, you'll benefit from the kind of useful asides and library recommendations that are a staple of conference Q&A sessions at Python conferences as well as discussions of modern Python best practice and techniques to better produce clear code that is easily maintainable.


Advanced Python Development is intended for developers who can already write simple programs in Python and want to understand when it’s appropriate to use new and advanced language features and to do so in a confident manner. It is especially of use to developers looking to progress to a more senior level and to very experienced developers who have thus far used older versions of Python.



What You'll Learn 

• Understand asynchronous programming
  
• Examine developing plugin architectures
  
• Work with type annotations
  
• Review testing techniques
  
• Explore packaging and dependency management
  

Who This Book Is For


Developers at the mid to seniorlevel who already have Python experience.

• Python
• asyncio
• mypy
• aiohttp
• entrypoints
• aio
• type annotations
• dynamic dispatch
• context managers
• coroutines
• pytest
• setuptools

• Leeds, UK

  Matthew Wilkes

Matthew Wilkes is a European software developer who has worked with Python on web projects for the last fifteen years. As well as developing software, he has long experience in mentoring Python developers in a commercial setting. 

He is also very involved in open source software, with commits to many popular

frameworks. His contributions in that space are focused on the details of database and security interactions of web frameworks.

 

Policies and ethics