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PrefacePart I. Getting Started 1. Picking an Interpreter The State of Python 2 Versus Python 3 Recommendations So...3 Implementations CPython Stackless PyPy Jython IronPython PythonNet Skulpt MicroPython 2. Properly Installing Python Installing Python on Mac OS X Setuptools and pip virtualenv Installing Python on Linux Setuptools and pip Development Tools virtualenv Installing Python on Windows Setuptools and pip virtualenv Commercial Python Redistributions 3. Your Development Environment Text Editors Sublime Text Vim Emacs TextMate Atom Code IDEs PyCharm/Intellij IDEA Aptana Studio 3/Eclipse + LiClipse + PyDev WingIDE Spyder NIN]A-IDE Komodo IDE Eric (the Eric Python IDE) Visual Studio Enhanced Interactive Tools IDLE IPython bpython Isolation Tools Virtual Environments pyenv Autoenv virtualenvwrapper Buildout Conda DockerPart II. Getting Down to Business 4. Writing Great Code Code Style PEP 8 PEP 20 (a.k.a. The Zen of Python) General Advice Conventions Idioms Common Gotchas Structuring Your Project Modules Packages Object-Oriented Programming Decorators Dynamic Typing Mutable and Immutable Types Vendorizing Dependencies Testing Your Code Testing Basics Examples Other Popular Tools Documentation Project Documentation Project Publication Docstring Versus Block Comments Logging Logging in a Library Logging in an Application Choosing a License Upstream Licenses Options Licensing Resources 5. Reading Great Code Common Features HowDoI Reading a Single-File Script Structure Examples from HowDoI Style Examples from HowDoI Diamond Reading a Larger Application Structure Examples from Diamond Style Examples from Diamond Tablib Reading a Small Library Structure Examples from Tablib Style Examples from Tablib Requests Reading a Larger Library Structure Examples from Requests Style Examples from Requests Werkzeug Reading Code in a Toolkit Style Examples from Werkzeug Structure Examples from Werkzeug Flask Reading Code in a Framework Style Examples from Flask Structure Examples from Flask 6. Shipping Great Code Useful Vocabulary and Concepts Packaging Your Code Conda VyPI Freezing Your Code PyInstaller cx_Freeze py2app py2exe bbFreeze Packaging for Linux-Built Distributions Executable ZIP FilesPartIII. Scenario Guide 7. User Interaction Iupyter Notebooks Command-Line Applications GUI Applications Widget Libraries Game Development Web Applications Web Frameworks/Microframeworks Web Template Engines Web Deployment 8. Code Management and Improvement Continuous Integration System Administration Server Automation System and Task Monitoring Speed Interfacing with C/C++/FORTRAN Libraries 9. Software interfaces Web Clients Web APIs Data Serialization Distributed Systems Networking Cryptography 10. Data Manipulation Scientific Applications Text Manipulation and Text Mining String Tools in Pythons Standard Library Image Manipulation 11. Data Persistence Structured Files Database LibrariesA. Additional NotesIndex