fluentpy3.md

Table of Contents

• Preface
• Chapter 1: The Python Data Model
• Chapter 2: An array of sequences
• Chapter 3: Dictionaries and sets
• Chapter 4: Text versus bytes
• Chapter 5: First-class functions
• Chapter 6: Design patterns with first-class functions
• Chapter 7: Function decorators and closures
• Chapter 8: Object references, mutability and recycling
• Chapter 9: A Pythonic object
• Chapter 10: Sequence hacking, hashing and slicing
• Chapter 11: Interfaces: from protocols to ABCs
• Chapter 12: Inheritance: for good or for worse
• Chapter 13: Operator overloading: doing it right
• Chapter 14: Iterables, iterators and generators
• Chapter 15: Context managers and else blocks
• Chapter 16: Coroutines
• Chapter 17: Concurrency with futures
• Chapter 18: Concurrency with asyncio
• Chapter 19: Dynamic attributes and properties
• Chapter 20: Attribute descriptors
• Chapter 21: Class metaprogramming
• Afterword
• Support scripts
• Python jargon

Preface

• Exception problems
• The Python Tutorial — Python 3.7.2 documentation
• What’s New In Python 3.0 — Python v3.0.1 documentation
• doctest — Test interactive Python examples — Python 3.7.2 documentation
• GitHub - fluentpython/example-code: Example code for the book Fluent Python
• Online Learning and Training - O'Reilly Media
• Online Learning Platform Pricing - O'Reilly Media
• Enterprise Online Learning Platform - O'Reilly Media
• Online Learning for Government - O'Reilly Media
• Online Learning with O'Reilly - O'Reilly Media
• Online Learning and Training - O'Reilly Media
• Sign in: Safari
• Fluent Python - O'Reilly Media
• O'Reilly Media - Technology and Business Training
• O'Reilly Media - Home | Facebook
• O'Reilly Media (@OReillyMedia) on Twitter
• O'Reilly - YouTube
• User Alex Martelli - Stack Overflow
• Google Groups
• Coffee Lab: cafeteria premiada e escola de baristas
• Garoa Hacker Clube

Chapter 1: The Python Data Model

• Jim Hugunin - Story of Jython
• Jython Essentials - O'Reilly Media
• Reserved word - Wikipedia
• 404 Not Found
• 404 Not Found
• 7.1. string — Common string operations — Python 2.7.16 documentation
• python - Difference between str and repr? - Stack Overflow
• Built-in Types — Python 3.7.2 documentation
• 3. Data model — Python 3.7.2 documentation
• Python Humor | Python.org
• Search
• User Alex Martelli - Stack Overflow
• Python Cookbook, 3rd Edition - O'Reilly Media
• Object model - Wikipedia
• 3. Data model — Python 3.7.2 documentation
• Welcome to zope.interface’s documentation! — zope.interface 4.5.1.dev0 documentation

Chapter 2: An array of sequences

• example-code/listcomp_speed.py at master · fluentpython/example-code · GitHub
• GitHub - fluentpython/example-code: Example code for the book Fluent Python
• PEP 3132 -- Extended Iterable Unpacking | Python.org
• gettext — Multilingual internationalization services — Python 3.7.2 documentation
• PEP 3113 -- Removal of Tuple Parameter Unpacking | Python.org
• Python Tutor - Visualize Python, Java, C, C++, JavaScript, TypeScript, and Ruby code execution
• Fluent interface - Wikipedia
• SortedCollection « Python recipes « ActiveState Code
• bisect — Array bisection algorithm — Python 3.7.2 documentation
• pickle — Python object serialization — Python 3.7.2 documentation
• python - When should a memoryview be used? - Stack Overflow
• The Netlib
• Installing packages — SciPy.org
• Python Data Analysis Library — pandas: Python Data Analysis Library
• Page not found · GitHub Pages
• Python Cookbook, 3rd Edition - O'Reilly Media
• Sorting HOW TO — Python 3.7.2 documentation
• Issue 2292: Missing *-unpacking generalizations - Python tracker
• PEP 448 -- Additional Unpacking Generalizations | Python.org
• Less copies in Python with the buffer protocol and memoryviews - Eli Bendersky's website
• Python for Data Analysis - O'Reilly Media
• The Jupyter Notebook — IPython
• collections — Container datatypes — Python 3.7.2 documentation
• E.W. Dijkstra Archive: Why numbering should start at zero (EWD 831)
• 3. Data model — Python 3.7.2 documentation
• Timsort - Wikipedia
• Groklaw - Oracle v. Google - Day 14 Filings - JMOL's Denied In Part ~mw
• Python Humor | Python.org

Chapter 3: Dictionaries and sets

• Glossary — Python 3.7.2 documentation
• Built-in Types — Python 3.7.2 documentation
• Introduction — Pingo 0.1.x documentation
• Built-in Types — Python 3.7.2 documentation
• collections — Container datatypes — Python 3.7.2 documentation
• collections — Container datatypes — Python 3.7.2 documentation
• cpython: 7bdb71767091 Lib/_collections_abc.py
• PEP 455 -- Adding a key-transforming dictionary to collections | Python.org
• Issue 18986: Add a case-insensitive case-preserving dict - Python tracker
• example-code/transformdict.py at master · fluentpython/example-code · GitHub
• GitHub - fluentpython/example-code: Example code for the book Fluent Python
• Issue 8743: set() operators don't work with collections.Set instances - Python tracker
• cpython: 4243df51fe43 Objects/dictobject.c
• 3. Data model — Python 3.7.2 documentation
• cpython: 4243df51fe43 Objects/dictobject.c
• collections — Container datatypes — Python 3.7.2 documentation
• Python Cookbook, 3rd Edition - O'Reilly Media
• Beautiful Code - O'Reilly Media
• No title here :(
• PEP 218 -- Adding a Built-In Set Object Type | Python.org
• PEP 274 -- Dict Comprehensions | Python.org
• PHP: Arrays - Manual
• JSON: The Fat-Free Alternative to XML

Chapter 4: Text versus bytes

• Character Encoding & Unicode - How to (╯°□°）╯︵ ┻━┻ with dignity
• No title here :(
• PEP 461 -- Adding % formatting to bytes and bytearray | Python.org
• PEP 467 -- Minor API improvements for binary sequences | Python.org
• Pillow — Pillow (PIL Fork) 6.0.0.dev0 documentation
• mmap — Memory-mapped file support — Python 3.7.2 documentation
• Built-in Types — Python 3.7.2 documentation
• struct — Interpret bytes as packed binary data — Python 3.7.2 documentation
• Usage Statistics of Character Encodings for Websites, March 2019
• Encoding technologies Web Usage Distribution on the Entire Internet
• codecs — Codec registry and base classes — Python 3.7.2 documentation
• chardet · PyPI
• Pragmatic Unicode
• 1. Command line and environment — Python 3.7.2 documentation
• article.gmane.org | 523: Origin is unreachable
• article.gmane.org | 523: Origin is unreachable
• unicode - Difference between MBCS and UTF-8 on Windows - Stack Overflow
• locale — Internationalization services — Python 3.7.2 documentation
• Character Model for the World Wide Web: String Matching
• locale — Internationalization services — Python 3.7.2 documentation
• Language Identifier Constants and Strings - Windows applications | Microsoft Docs
• Code Page Identifiers - Windows applications | Microsoft Docs
• pyuca · PyPI
• GitHub - jtauber/pyuca: a Python implementation of the Unicode Collation Algorithm
• No title here :(
• unicodedata — Unicode Database — Python 3.7.2 documentation
• 2. Lexical analysis — Python 3.7.2 documentation
• re — Regular expression operations — Python 3.7.2 documentation
• PEP 383 -- Non-decodable Bytes in System Character Interfaces | Python.org
• Ned Batchelder: Pragmatic Unicode
• Unconfusing Unicode: What is Unicode? | Lennart Regebro: Python, Plone, Web
• diveintopython3.net - Registered at Namecheap.com
• Case study: porting chardet to Python 3 - Dive Into Python 3
• What’s New In Python 3.0 — Python v3.0.1 documentation
• The Updated Guide to Unicode on Python | Armin Ronacher's Thoughts and Writings
• Python Cookbook, 3rd Edition - O'Reilly Media
• Python 3 and ASCII Compatible Binary Protocols — Nick Coghlan's Python Notes 1.0 documentation
• Processing Text Files in Python 3 — Nick Coghlan's Python Notes 1.0 documentation
• codecs — Codec registry and base classes — Python 3.7.2 documentation
• cpython: 6dcc96fa3970 Tools/unicode/listcodecs.py
• Changing the Python default encoding considered harmful | Secret Weblog
• sys.setdefaultencoding is evil
• Unicode Explained - O'Reilly Media
• Unicode Demystified: A Practical Programmer's Guide to the Encoding Standard | InformIT
• Programming with Unicode — Programming with Unicode
• Case folding - Internationalization
• UAX #15: Unicode Normalization Forms
• FAQ - Normalization
• Unicode Consortium
• NFC FAQ - Macchiato
• Glossary
• AsciiDoc Home Page
• O'Reilly Atlas
• PEP 393 -- Flexible String Representation | Python.org

Chapter 5: First-class functions

• The History of Python: Origins of Python's "Functional" Features
• Functional Programming HOWTO — Python 3.7.2 documentation
• Page not found | Django
• PEP 3155 -- Qualified name for classes and functions | Python.org
• cpython: 4243df51fe43 Lib/functools.py
• Python Cookbook, 3rd Edition - O'Reilly Media
• 3. Data model — Python 3.7.2 documentation
• PEP 3102 -- Keyword-Only Arguments | Python.org
• PEP 3107 -- Function Annotations | Python.org
• python - What are good uses for Python3's "Function Annotations" - Stack Overflow
• What good are Python function annotations? - Stack Overflow
• PEP 362 -- Function Signature Object | Python.org
• GitHub - kachayev/fn.py: Functional programming in Python: implementation of missing features to enjoy FP
• functional programming - Python: Why is functools.partial necessary? - Stack Overflow
• Introduction — bobo 2.2.0 documentation
• Fog Creek Software Discussion Forums
• Teaching Programming Languages in a Post-Linnaean Age
• cpython: 4243df51fe43 Misc/HISTORY
• Neopythonic: Tail Recursion Elimination

Chapter 6: Design patterns with first-class functions

• Design Patterns in Dynamic Languages
• Design Patterns in Dynamic Languages
• Python Cookbook, 3rd Edition - O'Reilly Media
• No title here :(
• Page Not Found

Chapter 7: Function decorators and closures

• dis — Disassembler for Python bytecode — Python 3.7.2 documentation
• PEP 3104 -- Access to Names in Outer Scopes | Python.org
• singledispatch · PyPI
• wrapt/README.md at develop · GrahamDumpleton/wrapt · GitHub
• wrapt/01-how-you-implemented-your-python-decorator-is-wrong.md at develop · GrahamDumpleton/wrapt · GitHub
• wrapt — wrapt 1.11.1 documentation
• decorator · PyPI
• PythonDecoratorLibrary - Python Wiki
• Five-minute Multimethods in Python
• Welcome to Reg’s documentation — Reg 0.12.dev0 documentation
• Morepath: Super Powered Python Web Framework — Morepath 0.19.dev0 documentation
• Closures in Python
• PEP 227 -- Statically Nested Scopes | Python.org
• The Roots of Lisp
• Recursive Functions of Symbolic Expressions and Their Computation by Machine, Part I

Chapter 8: Object references, mutability and recycling

• 3. Data model — Python 3.7.2 documentation
• Python Tutor - Visualize Python, Java, C, C++, JavaScript, TypeScript, and Ruby code execution
• copy — Shallow and deep copy operations — Python 3.7.2 documentation
• 3. Data model — Python 3.7.2 documentation
• PyPy, Garbage Collection, And A Deadlock
• weakref — Weak references — Python 3.7.2 documentation
• weakref — Weak references — Python 3.7.2 documentation
• 3. Data model — Python 3.7.2 documentation
• Python 103: Memory Model & Best Practices: O'Reilly Open Source Convention: OSCON, July 22 - 26, 2013 in Portland, OR
• Python 103: Mmmm... Understanding Python's Memory Model, Mutability, and Methods - YouTube
• PyMOTW
• The Python 2 Standard Library by Example – Doug Hellmann
• copy – Duplicate objects - Python Module of the Week
• gc — Garbage Collector interface — Python 3.7.2 documentation
• How does Python manage memory?
• PEP 442 -- Safe object finalization | Python.org
• String interning - Wikipedia

Chapter 9: A Pythonic object

• Paste Style Guide — Paste 1.7.5.1 documentation
• The definitive guide on how to use static, class or abstract methods in Python
• string — Common string operations — Python 3.7.2 documentation
• 3. Data model — Python 3.7.2 documentation
• 6. Modules — Python 3.7.2 documentation
• gettext — Multilingual internationalization services — Python 3.7.2 documentation
• NumPy — NumPy
• Python Data Analysis Library — pandas: Python Data Analysis Library
• string — Common string operations — Python 3.7.2 documentation
• 3. Data model — Python 3.7.2 documentation
• 3. Data model — Python 3.7.2 documentation
• Search
• Python Cookbook, 3rd Edition - O'Reilly Media
• 11 PEP 357: The 'index' method
• PEP 357 -- Allowing Any Object to be Used for Slicing | Python.org
• The Simplest Thing that Could Possibly Work
• GitHub - fluentpython/example-code: Example code for the book Fluent Python

Chapter 10: Sequence hacking, hashing and slicing

• Vector space model - Wikipedia
• gensim · PyPI
• Slice Objects — Python 3.7.2 documentation
• Built-in Functions — Python 3.7.2 documentation
• Hypersphere -- from Wolfram MathWorld
• n-sphere - Wikipedia
• string — Common string operations — Python 3.7.2 documentation
• Fold (higher-order function) - Wikipedia
• 3. Data model — Python 3.7.2 documentation
• KISS principle - Wikipedia
• polymorphism (was Re: Type checking in python?)
• Duck typing - Wikipedia
• GitHub - fluentpython/example-code: Example code for the book Fluent Python
• Pythonic way to sum n-th list element?

Chapter 11: Interfaces: from protocols to ABCs

• Built-in Types — Python 3.7.2 documentation
• Built-in Functions — Python 3.7.2 documentation
• Issue 16518: add "buffer protocol" to glossary - Python tracker
• Issue 22581: Other mentions of the buffer protocol - Python tracker
• random — Generate pseudo-random numbers — Python 3.7.2 documentation
• 3. Data model — Python 3.7.2 documentation
• Duck typing - Wikipedia
• No title here :(
• collections — Container datatypes — Python 3.7.2 documentation
• cpython: 7bdb71767091 Lib/_collections_abc.py
• cpython: 7bdb71767091 Lib/abc.py
• collections.abc — Abstract Base Classes for Containers — Python 3.7.2 documentation
• numbers — Numeric abstract base classes — Python 3.7.2 documentation
• abc — Abstract Base Classes — Python 3.7.2 documentation
• abc — Abstract Base Classes — Python 3.8.0a2 documentation
• abc — Abstract Base Classes — Python 3.8.0a2 documentation
• os — Miscellaneous operating system interfaces — Python 3.7.2 documentation
• Built-in Types — Python 3.7.2 documentation
• cpython: 7bdb71767091 Lib/_collections_abc.py
• cpython: 7bdb71767091 Lib/abc.py
• abc – Abstract Base Classes - Python Module of the Week
• PyMOTW
• pingo/board.py at master · garoa/pingo · GitHub
• No title here :(
• Python Cookbook, 3rd Edition - O'Reilly Media
• abc – Abstract Base Classes - Python Module of the Week
• PEP 3119 -- Introducing Abstract Base Classes | Python.org
• PEP 3141 -- A Type Hierarchy for Numbers | Python.org
• Contracts in Python
• Welcome to zope.interface’s documentation! — zope.interface 4.5.1.dev0 documentation
• A Python component architecture | Lennart Regebro: Python, Plone, Web
• mypy - Optional Static Typing for Python
• [Python-ideas] Optional static typing -- the crossroads
• PEP 482 -- Literature Overview for Type Hints | Python.org
• Ruby Kaigi 2014: Day 2
• The Early History Of Smalltalk

Chapter 12: Inheritance: for good or for worse

• Differences between PyPy and CPython — PyPy documentation
• collections — Container datatypes — Python 3.7.2 documentation
• GitHub - fluentpython/example-code: Example code for the book Fluent Python
• The Python 2.3 Method Resolution Order | Python.org
• tkinter — Python interface to Tcl/Tk — Python 3.7.2 documentation
• tkinter.ttk — Tk themed widgets — Python 3.7.2 documentation
• cpython: error
• Django Class-Based-View Inspector -- Classy CBV
• django/django/views/generic at master · django/django · GitHub
• Template method pattern - Wikipedia
• collections — Container datatypes — Python 3.7.2 documentation
• collections.abc — Abstract Base Classes for Containers — Python 3.7.2 documentation
• cpython: 7bdb71767091 Lib/_collections_abc.py
• Python’s super() considered super! | Deep Thoughts by Raymond Hettinger
• Python's Super Considered Harmful
• Setting Multiple Inheritance Straight
• The wonders of cooperative inheritance, or using super in Python 3
• Mixins considered harmful/1
• Mixins considered harmful/2
• Things to Know About Python Super [1 of 3]
• Things to Know About Python Super [2 of 3]
• Things to Know About Python Super [3 of 3]
• Interview with Dennis Ritchie, Bjarne Stroustrup, James Gosling

Chapter 13: Operator overloading: doing it right

• 6. Expressions — Python 3.7.2 documentation
• 3. Data model — Python 3.7.2 documentation
• collections — Container datatypes — Python 3.7.2 documentation
• 3. Data model — Python 3.7.2 documentation
• 3. Data model — Python 3.7.2 documentation
• numbers — Numeric abstract base classes — Python 3.7.2 documentation
• GitHub - fluentpython/example-code: Example code for the book Fluent Python
• PEP 465 -- A dedicated infix operator for matrix multiplication | Python.org
• cpython: c0e311e010fc Objects/typeobject.c
• What’s New In Python 3.0 — Python 3.7.2 documentation
• Issue 4395: Document auto ne generation; provide a use case for non-trivial ne - Python tracker
• PEP 8 -- Style Guide for Python Code | Python.org
• functools — Higher-order functions and operations on callable objects — Python 3.7.2 documentation
• Interview with Dennis Ritchie, Bjarne Stroustrup, James Gosling
• Interview with Dennis Ritchie, Bjarne Stroustrup, James Gosling
• CHICKEN Scheme
• Revenge of the Nerds

Chapter 14: Iterables, iterators and generators

• cpython: 7bdb71767091 Lib/_collections_abc.py
• cpython: 7bdb71767091 Lib/types.py
• PEP 255 -- Simple Generators | Python.org
• Python script isn't producing text in data file
• GitHub - fluentpython/example-code: Example code for the book Fluent Python
• os — Miscellaneous operating system interfaces — Python 3.7.2 documentation
• itertools — Functions creating iterators for efficient looping — Python 3.7.2 documentation
• PEP 380 -- Syntax for Delegating to a Subgenerator | Python.org
• Built-in Functions — Python 3.7.2 documentation
• GitHub - fluentpython/isis2json: CDS/ISIS to JSON database converter (compatible with CouchDB and MongoDB)
• isis2json/README.rst at master · fluentpython/isis2json · GitHub
• PEP 342 -- Coroutines via Enhanced Generators | Python.org
• :A Curious Course on Coroutines and Concurrency
• 6. Expressions — Python 3.7.2 documentation
• itertools — Functions creating iterators for efficient looping — Python 3.7.2 documentation
• itertools — Functions creating iterators for efficient looping — Python 3.7.2 documentation
• What’s New In Python 3.3 — Python 3.7.2 documentation
• The Code4Lib Journal – From ISIS to CouchDB: Databases and Data Models for Bibliographic Records
• types — Dynamic type creation and names for built-in types — Python 3.7.2 documentation
• types — Dynamic type creation and names for built-in types — Python 3.7.2 documentation
• Glossary — Python 3.8.0a2 documentation
• Glossary — Python 3.7.2 documentation
• Glossary — Python 3.7.2 documentation
• No title here :(

Chapter 15: Context managers and else blocks

• 8. Compound statements — Python 3.7.2 documentation
• Glossary — Python 3.7.2 documentation
• contextlib — Utilities for with-statement contexts — Python 3.7.2 documentation
• sys — System-specific parameters and functions — Python 3.7.2 documentation
• sqlite3 — DB-API 2.0 interface for SQLite databases — Python 3.7.2 documentation
• threading — Thread-based parallelism — Python 3.7.2 documentation
• decimal — Decimal fixed point and floating point arithmetic — Python 3.7.2 documentation
• unittest.mock — mock object library — Python 3.7.2 documentation
• contextlib — Utilities for with-statement contexts — Python 3.7.2 documentation
• cpython: 7bdb71767091 Lib/contextlib.py
• Easy in-place file rewriting | Zopatista
• fileinput — Iterate over lines from multiple input streams — Python 3.7.2 documentation
• Pycon Keynote: Python is Awesome by Raymond Hettinger - Speaker Deck
• exception - Is it a good practice to use try-except-else in Python? - Stack Overflow
• Search
• Built-in Types — Python 3.7.2 documentation
• 3. Data model — Python 3.7.2 documentation
• PEP 343 -- The "with" Statement | Python.org
• Transforming code into Beautiful, Idiomatic Python by Raymond Hettinger - Speaker Deck
• The Python "with" Statement by Example
• Python Cookbook, 3rd Edition - O'Reilly Media
• No title here :(

Chapter 16: Coroutines

• PEP 342 -- Coroutines via Enhanced Generators | Python.org
• PEP 380 -- Syntax for Delegating to a Subgenerator | Python.org
• [Python-ideas] Yield-From: Finalization guarantees
• [Python-ideas] x=(yield from) confusion [was:Yet another alternative name for yield-from]
• Pipeline made of coroutines « Python recipes « ActiveState Code
• tornado.gen — Generator-based coroutines — Tornado 6.1.dev1 documentation
• 6. Expressions — Python 3.7.2 documentation
• GitHub - tecki/ipython-yf: An ipython extension to make it asyncio compatible
• Issue 22412: Towards an asyncio-enabled command line - Python tracker
• Python Cookbook, 3rd Edition - O'Reilly Media
• python-cookbook/example.py at master · dabeaz/python-cookbook · GitHub
• What’s New In Python 3.3 — Python 3.7.2 documentation
• example-code/coroaverager3.py at master · fluentpython/example-code · GitHub
• [Python-Dev] PEP 380 (yield from a subgenerator) comments
• PEP 380 -- Syntax for Delegating to a Subgenerator | Python.org
• [Python-ideas] x=(yield from) confusion [was:Yet another alternative name for yield-from]
• Overview — SimPy 3.0.11 documentation
• SymPy
• [Python-ideas] Yield-From: Finalization guarantees
• :A Curious Course on Coroutines and Concurrency
• :Generator Tricks for Systems Programmers
• PyVideo.org · Not Found
• PyVideo.org · Not Found
• PyVideo.org · Not Found
• :Generators - The Final Frontier
• greedy algorithm with coroutines @ Seriously, Don't Use This Code!
• Popular recipes tagged "coroutine" « ActiveState Code
• Recipes « ActiveState Code
• MicroPython - Python for microcontrollers
• PDF
• Yield From
• Effective Python › The Book
• Effective Python › Item 40: Consider Coroutines to Run Many Functions Concurrently
• Conway's Game of Life - Wikipedia
• GitHub - bslatkin/effectivepython: Effective Python: Source Code and Errata for the Book
• effectivepython/item_40.py at master · bslatkin/effectivepython · GitHub
• John Conway's Game of Life implemented with coroutines, by Brett Slatkin · GitHub
• John Conway's Game of Life implemented with coroutines, by Brett Slatkin · GitHub
• [Tutor] Comparing two CSV filess using Python
• Jupyter Notebook Viewer
• Google Groups
• [Python-Dev] PEP 380 (yield from a subgenerator) comments
• Discrete-event simulation - Wikipedia
• Writing a Discrete Event Simulation
• Overview — SimPy 3.0.11 documentation
• The Value Of Syntax? | Lambda the Ultimate
• Lambda the Ultimate | Programming Languages Weblog
• What Color is Your Function? – journal.stuffwithstuff.com
• Lexical grammar - JavaScript | MDN
• PHP: List of Keywords - Manual
• C++ keywords - cppreference.com
• IBM Knowledge Center
• Special Form Syntax (MIT/GNU Scheme 10.1.5)
• [Python-ideas] async/await in Python
• [Python-ideas] async/await in Python
• Threads, processes and concurrency in Python: some thoughts
• futures · PyPI

Chapter 17: Concurrency with futures

• Flags download demonstration - YouTube
• example-code/README.rst at master · fluentpython/example-code · GitHub
• GitHub - fluentpython/example-code: Example code for the book Fluent Python
• References :: Flags of the World — The World Factbook - Central Intelligence Agency
• requests · PyPI
• concurrent.futures — Launching parallel tasks — Python 3.7.2 documentation
• :Generators - The Final Frontier
• concurrent.futures — Launching parallel tasks — Python 3.7.2 documentation
• PyPy - Welcome to PyPy
• GitHub - fluentpython/example-code: Example code for the book Fluent Python
• GitHub - noamraph/tqdm: Add a progress meter to your loops in a second
• flags2-demo - YouTube
• tqdm/README.md at master · noamraph/tqdm · GitHub
• Coroutines and Tasks — Python 3.7.2 documentation
• Cloudflare - The Web Performance & Security Company | Cloudflare
• threading — Thread-based parallelism — Python 3.7.2 documentation
• queue — A synchronized queue class — Python 3.7.2 documentation
• multiprocessing — Process-based parallelism — Python 3.7.2 documentation
• No title here :(
• PEP 3148 -- futures - execute computations asynchronously | Python.org
• Introduction to Celery — Celery 4.2.0 documentation
• Python Cookbook, 3rd Edition - O'Reilly Media
• Effective Python › The Book
• High Performance Python - O'Reilly Media
• Library and Extension FAQ — Python 3.7.2 documentation
• It isn't Easy to Remove the GIL
• jesse noller
• :Understanding the Python GIL
• Issue 7946: Convoy effect with I/O bound threads and New GIL - Python tracker
• :A Curious Course on Coroutines and Concurrency
• PEP 371 -- Addition of the multiprocessing package to the standard library | Python.org
• multiprocessing — Process-based parallelism — Python 3.7.2 documentation
• Apache Spark™ - Unified Analytics Engine for Big Data
• Examples | Apache Spark
• lelo · PyPI
• GitHub - npryce/python-parallelize: Simple fork/join parallelism with Python's for loop
• Embarrassingly parallel - Wikipedia
• Error 404 (Not Found)!!1

Chapter 18: Concurrency with asyncio

• Google Groups
• asyncio · PyPI
• Maze Found | Read the Docs
• Will multithreading make python less popular?
• PEP 3156 -- Asynchronous IO Support Rebooted: the "asyncio" Module | Python.org
• [Python-ideas] Yielding from the command line
• Coroutines and Tasks — Python 3.7.2 documentation
• Quamash · PyPI
• Coroutines and Tasks — Python 3.7.2 documentation
• Ryan Dahl: Introduction to Node.js - YouTube
• Event Loop — Python 3.7.2 documentation
• example-code/README.rst at master · fluentpython/example-code · GitHub
• example-code/17-futures/countries at master · fluentpython/example-code · GitHub
• GitHub - fluentpython/example-code: Example code for the book Fluent Python
• Synchronization Primitives — Python 3.7.2 documentation
• PEP 3134 -- Exception Chaining and Embedded Tracebacks | Python.org
• Google Groups
• Page Not Found
• example-code/vaurien_error_delay.sh at master · fluentpython/example-code · GitHub
• GitHub - fluentpython/example-code: Example code for the book Fluent Python
• Streams — Python 3.7.2 documentation
• Transports and Protocols — Python 3.7.2 documentation
• Transports and Protocols — Python 3.7.2 documentation
• HTTP Server Reference — aiohttp 0.14.4- documentation
• aiopg — aiopg 0.16.0 documentation
• [Python-ideas] PEP 3156: Clarifying the different components of the event loop API
• PEP 3156 -- Asynchronous IO Support Rebooted: the "asyncio" Module | Python.org
• asyncio — Asynchronous I/O — Python 3.7.2 documentation
• Built-in Types — Python 3.7.2 documentation
• Developing with asyncio — Python 3.7.2 documentation
• Fan-in and Fan-out: The crucial components of concurrency by Brett Slatkin - Speaker Deck
• Brett Slatkin: Fan-in and Fan-out: The crucial components of concurrency - PyCon 2014 - YouTube
• 500lines/crawler at master · aosabook/500lines · GitHub
• One Big Fluke › Python's asyncio is for composition, not raw performance
• No title here :(
• Guido van Rossum on Tulip (January 2014) - YouTube
• Tulip: Async I/O for Python 3 - YouTube
• A deep dive into PEP-3156 and the new asyncio module
• A deep dive into PEP3156, the new asyncio module - YouTube
• No title here :(
• GitHub - fluentpython/asyncio-tkinter: Example of running asyncio on top of the Tcl/Tk event loop via Tkinter
• Maze Found | Read the Docs
• aio-libs · GitHub
• Maze Found | Read the Docs
• Vaurien, the Chaos TCP Proxy — Vaurien 1.8 documentation
• Mozilla Services Repositories by mozilla-services
• Callbacks are imperative, promises are functional: Node's biggest missed opportunity – The If Works
• 404 Not Found
• tornado.platform.asyncio — Bridge between asyncio and Tornado — Tornado 6.1.dev1 documentation
• 404 Not Found
• WebSockets
• PEP 249 -- Python Database API Specification v2.0 | Python.org
• Google Groups
• Google Groups
• Search

Chapter 19: Dynamic attributes and properties

• example-code/19-dyn-attr-prop/oscon/data at master · fluentpython/example-code · GitHub
• No title here :(
• attrdict · PyPI
• addict · PyPI
• shelve — Python object persistence — Python 3.7.2 documentation
• dbm — Interfaces to Unix “databases” — Python 3.7.2 documentation
• pickle — Python object serialization — Python 3.7.2 documentation
• The simple but handy "collector of a bunch of named stuff" class « Python recipes « ActiveState Code
• multiprocessing — Process-based parallelism — Python 3.7.2 documentation
• cpython: 50d581f69a73 Lib/multiprocessing/managers.py
• argparse — Parser for command-line options, arguments and sub-commands — Python 3.7.2 documentation
• cpython: 50d581f69a73 Lib/argparse.py
• Class-level read-only properties in Python - Stack Overflow
• GitHub - fluentpython/example-code: Example code for the book Fluent Python
• Jeff Bezos of Amazon: Birth of a Salesman - WSJ
• Python Cookbook, 3rd Edition - O'Reilly Media
• Built-in Functions — Python 3.7.2 documentation
• Built-in Functions — Python 3.7.2 documentation
• 3. Data model — Python 3.7.2 documentation
• Built-in Functions — Python 3.7.2 documentation
• 3. Data model — Python 3.7.2 documentation
• Built-in Types — Python 3.7.2 documentation
• Search
• No title here :(
• No title here :(
• Introduction — Pingo 0.1.x documentation
• The Jupyter Notebook — IPython
• Java's new Considered Harmful | Dr Dobb's
• PEP 8 -- Style Guide for Python Code | Python.org
• Descriptor HowTo Guide — Python 3.7.2 documentation

Chapter 20: Attribute descriptors

• 3. Data model — Python 3.7.2 documentation
• Descriptor HowTo Guide — Python 3.7.2 documentation
• Python HOWTOs — Python 3.7.2 documentation
• The Python Object Model - YouTube
• Rise of Worse Is Better
• Python Warts
• The History of Python: Adding Support for User-defined Classes
• Acrimony in c.l.p.

Chapter 21: Class metaprogramming

• cpython: 7bdb71767091 Lib/collections/init.py
• collections — Container datatypes — Python 3.7.2 documentation
• Built-in Types — Python 3.7.2 documentation
• PEP 3155 -- Qualified name for classes and functions | Python.org
• 3. Data model — Python 3.7.2 documentation
• Built-in Functions — Python 3.7.2 documentation
• types — Dynamic type creation and names for built-in types — Python 3.7.2 documentation
• Putting Metaclasses to Work: Ira R. Forman: 9780201433050: Amazon.com: Books
• PEP 3129 -- Class Decorators | Python.org
• Class Decorators: Radically Simple - YouTube
• Meta-classes Made Easy
• PEP 3115 -- Metaclasses in Python 3000 | Python.org
• Unifying types and classes in Python 2.2 | Python.org
• PEP 487 -- Simpler customisation of class creation | Python.org
• GitHub - lihaoyi/macropy: Macros in Python: quasiquotes, case classes, LINQ and more!
• Simply Scheme: Introducing Computer Science
• Google Groups
• Event Loop — Python 3.7.2 documentation

Afterword

• Errata | O'Reilly Media Fluent Python
• A Python Æsthetic: Beauty and Why I Python - YouTube
• Transforming Code into Beautiful, Idiomatic Python - YouTube
• [Python-ideas] Evolution of Style Guides
• pep8 · PyPI
• flake8 · PyPI
• pyflakes · PyPI
• mccabe · PyPI
• Error 404 (Not Found)!!1
• 404 Not Found
• The Hitchhiker’s Guide to Python! — The Hitchhiker's Guide to Python
• S5: A Simple Standards-Based Slide Show System
• About MongoDB Documentation — MongoDB Manual
• What is Pythonic? | Secret Weblog
• [Tutor] What is "pythonic"?
• Pythonic way to sum n-th list element?
• PEP 3099 -- Things that will Not Change in Python 3000 | Python.org
• Python Documentation Index | Python.org
• example-code/taxi_sim.py at master · fluentpython/example-code · GitHub

Support scripts

• GitHub - fluentpython/isis2json: CDS/ISIS to JSON database converter (compatible with CouchDB and MongoDB)
• Glossary — Python 3.7.2 documentation

Python jargon

• Built-in Functions — Python 3.7.2 documentation
• Considered harmful - Wikipedia
• “Considered Harmful” Essays Considered Harmful
• 3. Data model — Python 3.7.2 documentation
• Built-in Types — Python 3.7.2 documentation
• abc — Abstract Base Classes — Python 3.7.2 documentation