Python

TODO

Articles

• Python изнутри. Введение

• Understand Python swapping: why is a, b = b, a not always equivalent to b, a = a, b?

• What does the operator += return in Python

• You don't really need a virtualenv

• Why you shouldn't invoke setup.py directly

• Packaging without setup.py

• Never Run ‘python’ In Your Downloads Folder

• The Many Ways to Exit in Python

• In CPython, the global interpreter lock, or GIL, is a mutex that protects access to Python objects, preventing multiple threads from executing Python bytecodes at once

• What the global statement really means in Python

• Multithreading & Multiprocessing in Python3

• Python behind the scenes #13: the GIL and its effects on Python multithreading

• Understanding all of Python, through its builtins

• Зачем Python столько знаков подчеркивания?

• Docker Best Practices for Python Developers

• Tips for debugging with print()

• 50 Python Basic Question Answered

• Must Know Python Developer Interview Questions

• Five Python Features You (Probably) Didn’t Know

• Python Features You Should Know

• Как работать с типизацией в Python

• 30 уловок на языке Python, которые сделают вас лучшим программистом

• What's the pythonic way to use getters and setters?

• Пользовательские атрибуты в Python

• Getter and Setter in Python

• Where does all the effort go? Looking at Python core developer activity

• An oral history of Bank Python

• A Python Script Template, with and without Type Hints and Async

• The math behind Python's slices

• Structural pattern matching in Python 3.10

• Debugging by starting a REPL at a breakpoint is fun

• Python in 2021: The Good, The Bad, and the Ugly

• Python Anti-Pattern

• The best Docker base image for your Python application

• Python Best Practices for a New Project in 2021

• Writing fast async HTTP requests in Python

• The hidden performance overhead of Python C extensions

• Why you really need to upgrade pip

• How not to be slow using Python: Functions

• Tracing the Python GIL

• Modern Python Environments - dependency and workspace management

• Virtual Environments Demystified

• Python at Scale: Strict Modules

• Writing Performant Parallel Python Code

• Asynchronous Python and Databases

• Beginners Introduction to using Standard I/O

• Options for Python packaging: Wheels, Conda, Docker, and more

• Clinging to memory: how Python function calls can increase memory use

• Development with Nix: Python

• Advanced pytest techniques I learned while contributing to pandas

• Using enumerated types in Python

• Ultimate Guide to Python Debugging

• Hypermodern Python

• Automating Every Aspect of Your Python Project

• Ultimate Setup for Your Next Python Project

• Distill: Why do we need Flask, Celery, and Redis? (with McDonalds in Between)

• Math Symbols Explained with Python

• Making Python Programs Blazingly Fast

• Iterables vs. Iterators vs. Generators

• New features planned for Python 4.0

• Your Guide to the CPython Source Code

• Writing a simple Python compiler: 1. hello, fibonacci

• Разбор параметров командной строки в Python

• It’s time to stop using Python 3.6

• Garbage Collection for Python

• Python Garbage Collection: What It Is and How It Works

• Memory management in Python

• Dismissing Python Garbage Collection at Instagram

• PEP 374 -- Choosing a distributed VCS for the Python project

• Python — серьезный язык для разработки backend

• Как PyPy ускоряет Python до уровня C?

• Введение в Data classes

• Руководство к дескрипторам

• Cython: более чем 30-кратное ускорение Python-кода

• Как сделать ваш код в 80 раз быстрее

• Введение в функциональное программирование на Python

• Как хранить объекты Python со сложной структурой

• Как опубликовать свою Python библиотеку на PyPI

• Приоритетность и ассоциативность операторов / для начинающих

• Building a full-text search engine in 150 lines of Python code

• Генераторы для самых маленьких

• Разборки в террариуме. Изучаем виды интерпретаторов Python

• Timsort (original explanation by Tim Peters)

• Сложность алгоритмов и операций на примере Python

• Введение в аннотации типов Python

Books

• Как устроен python. Гид для разработчиков, программистов и интересующихся. (Харрисон М.)

• Программирование на Python, том 1, 4-е издание. Марк Лутц

• Чистый питон[0/288]

• Data Engineering with Python (Paul Crickard)

• Algorithmic Trading with Python (Chris Conlan)

Courses / Videos

• Object-Oriented Programming in Python
• Python for Everybody Specialization
• Практика программирования на Python 3 - 2019
• Практика программирования на Python 3 - 2020
• SciPy 2021 Tutorials
• Школа бэкенд-разработки 2019
• Łukasz Langa / Designing With Immutability [eng]
• Creator of Python Programming Language, Guido van Rossum | Oxford Union
• Python API Development - Comprehensive Course for Beginners
• What's New in Python 3.10: featuring Brandt Bucher, Lukasz Llanga and Sebastian Ramirez
• Python Backend Web Development Course (with Django)
• new vs init in Python
• David Beazley - Python Concurrency From the Ground Up: LIVE! - PyCon 2015 - about multithreading and asynchrony, building your event loop from scratch

Links

• Official website of Python language
• Python 3 docs
• Pythontutor - VISUALIZE CODE EXECUTION
• Full stack python - open source book that explains technical concepts in plain language.
• Learning Python Test Automation
• Coding Patterns for Python Extensions
• Real Python Tutorials (Articles)
• Python behind the scenes (Articles) - series, which is a dive into the internals of CPython, Python's interpreter.
• Solve Challenge (Python)
• Python Interview Questions
• Learn X in Y minutes Where X=Python
• PySDR: A Guide to SDR and DSP using Python
• Futurecoder - Learn Python from scratch
• Python Tutorial (W3Schools)
• Pypi - Find, install and publish Python packages with the Python Package Index
• Moscow Python Podcast - подкасты для тех, кто хочет лучше разобраться в Python и не только!
• Talk Python - weekly podcast hosted by Michael Kennedy
• mCoding
• Codebasics
• Python Multithreading without GIL
• Cyberbrain - Python debugging, redefined
• mypy - Optional static typing for Python
• Replacing Bash Scripting with Python
• vulture - Find dead Python code
• pipx - Install and Run Python Applications in Isolated Environments
• wtfpython
• Python reference - Useful functions, tutorials, and other Python-related things
• Comprehensive Python Cheatsheet
• setup.py
• Free Python Books
• CPython Internals - Dive into CPython internals, trying to illustrate every detail of CPython implementation
• Python Mini Projects
• IPython - command shell for interactive computing in multiple programming languages, originally developed for the Python programming language, that offers introspection, rich media, shell syntax, tab completion, and history
• Ipython notebooks - A collection of IPython notebooks covering various topics
• Python is cool - features for machine learning that I used to be too afraid to use.
• Python Roadmap - Дорожная карта по изучению Python
• 30 seconds of python - Short Python code snippets for all your development needs
• Learn Python 3 - Jupyter notebooks for teaching/learning Python 3
• Python patterns - A collection of design patterns/idioms in Python
• Awesome asyncio - A curated list of awesome Python asyncio frameworks, libraries, software and resources
• Awesome Scientific Python - A curated list of awesome scientific Python resources
• Awesome Flake8 Extensions - A curated awesome list of flake8 extensions. Feel free to contribute
• Awesome Python Typing - Collection of awesome Python types, stubs, plugins, and tools to work with them.
• Awesome Python scientific audio - Curated list of python software and packages related to scientific research in audio
• Awesome Python in education - A curated list about Python in Education
• Awesome Python Applications - Free software that works great, and also happens to be open-source Python
• Awesome Python - A curated list of awesome Python frameworks, libraries, software and resources
• cpython - Python language src
• Peps - Python Enhancement Proposals