The Hitchhiker′s Guide to Python
Best Practices for Development
Samenvatting
The Hitchhiker's Guide to Python takes the journeyman Pythonista to true expertise. More than any other language, Python was created with the philosophy of simplicity and parsimony. Now 25 years old, Python has become the primary or secondary language (after SQL) for many business users. With popularity comes diversity—and possibly dilution.
This guide, collaboratively written by over a hundred members of the Python community, describes best practices currently used by package and application developers. Unlike other books for this audience, The Hitchhiker’s Guide is light on reusable code and heavier on design philosophy, directing the reader to excellent sources that already exist.
Specificaties
Inhoudsopgave
Part I: Getting Started
1. Picking an Interpreter
The State of Python 2 Versus Python 3
Recommendations
So…3?
Implementations
2. Properly Installing Python
Installing Python on Mac OS X
Installing Python on Linux
Installing Python on Windows
Commercial Python Redistributions
3. Your Development Environment
Text Editors
IDEs
Enhanced Interactive Tools
Isolation Tools
Part II: Getting Down to Business
4. Writing Great Code
Code Style
Structuring Your Project
Testing Your Code
Documentation
Logging
Choosing a License
5. Reading Great Code
Common Features
HowDoI
Diamond
Tablib
Requests
Werkzeug
Flask
6. Shipping Great Code
Useful Vocabulary and Concepts
Packaging Your Code
Freezing Your Code
Packaging for Linux-Built Distributions
Executable ZIP Files
Part III: Scenario Guide
7. User Interaction
Jupyter Notebooks
Command-Line Applications
GUI Applications
Web Applications
8. Code Management and Improvement
Continuous Integration
System Administration
Speed
9. Software Interfaces
Web Clients
Data Serialization
Distributed Systems
Cryptography
10. Data Manipulation
Scientific Applications
Text Manipulation and Text Mining
11. Data Persistence
Structured Files
Database Libraries
Appendix A: Additional Notes
Index
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