awesome-kubernetes/docs/python.md

Python

• Python Blogs and Forums
• Python docs
• APIs in Python
• Thoth
• Python Books
• Python Django Framework
• Python Flask Lightweight Framework (microframework)
• FastAPI
• Python pip and pip's wheel
• Python Feature Flags
• Python testing
• Data Science
  • Python Pandas and pivot tables
  • PandasDatabase
  • NumPy
  • Orchest. Data Pipelines with Python and R code. No frameworks. No YAML
• Python standard library Modules and Code
• Python and AWS
• Python Tools
  • Web Scraping with Python
• Jython
• Eclipse IDE
• Python Libraries
• Python Snippets
• Slides
• Tweets

Python Blogs and Forums

• digitalocean.com python 🌟
• Learn Python 'subreddit'
  • reddit: python cheat sheet
• Full Stack Python is an open book that explains each Python web application stack layer and provides the best web resources for those topics
  • Full Stack Python: Best Python Resources
• realpython.com
• LearnPython.org interactive Python tutorial
• Dough Hellmann - Python, OpenStack and Open Source
• The docker-py repository: an API client for docker written in Python
• Awesome Python. A curated list of awesome Python frameworks, libraries and software
• Awesome Django. A curated list of awesome Django apps, projects and resources
• pyvideo.org
• Talk Python To Me Podcast
  • Transcript for Episode #39: Getting your first dev job as a Python developer (part 1)
• Microsoft: Python Engineering
• blog.pythonlibrary.org 🌟
• nixCraft: Python Execute Unix/Linux Command Examples 🌟
• fedoralovespython.org 🌟

Python docs

• Python progression path - From apprentice to guru
• reddit: Why Python
• Python Anti-Patterns. The Little Book of Python Anti-Patterns and Worst Practice
• Setting up Python on OSX: UPDATED
• Python 3.4 Programming Tutorials - YouTube
  • Python mini-course
  • Web Development using Python & Django
  • A beginner's guide to web development with Python 2.7 / Django 1.7
  • I wish I knew these things when I learned Python
  • The Bottom-Line Single Main Difference Between Python 2 and 3
• 15 Essential Python Interview Questions
  • Python mini-quiz
• How do you handle the ORM problem? When do you say YES or NO to using ORM?
• Don't Make Us Say We Told You So: virtualenv for New Pythonistas
• commandlinefu.com: pip install into current directory without virtualenv
• Java Vs. Python - Which Programming Language is More Productive? - Infographic
• Talk Python To Me Podcast. Episode #36: Python IDEs with the PyCharm team
• My top 5 ‘new’ Python modules of 2015
• reddit.com: Modules every python developer should know
• reddit.com: My thoughts about moving from Python 2.7 to Python 3.x
• Why Python 3 exists
• stackoverflow: Create dictionary from splitted strings from list of strings
• Yagmail: Python e-mail library
• How To Deadlock Your Python With getaddrinfo()
• New String Formatting in Python 3.6
• en.wikibooks.org: Python Programming
• tqdm: Instantly make your python loops show a progress meter - just wrap any iterator with "tqdm(iterator)", and you're done!
• If you don't like exceptions, you don't like Python
• Stop writing code that will break on Python 4! With the end of support for Python 2 on the horizon (in 2020), many package developers have made their packages compatible with both Python 2 and Python 3.
• github: Python3 in one pic
• reddit.com: Functions vs. Classes
• Complexity of Python Operations
• reddit.com: Multiprocessing vs Threading?
  • Python Threads and the Global Interpreter Lock
• devbattles.com: Python list. Functions and Methods lists
• devbattles.com: Python: sorting lists by .sort () with - in simple words
• Create a GUI Application Using Qt and Python in Minutes: Example Web Browser
• Python command line oneliners
• "Learn Python" Overtakes "Learn Java" on Google Trends 🌟
• Python gains the upper hand against Perl, PHP, and Ruby
• Python FAQ: Why should I use Python 3? 🌟
• stackoverflow: Problems installing python3 on RHEL 🌟
• PEP 8 Cheatsheet 🌟
• Lists vs. Tuples A common beginner Python question: what's the difference between a list and a tuple?
• linuxconfig.org: python tuples 🌟
• digitalocean.com: How To Use the Python Map Function 🌟
• thenextweb.com: 6 practical tricks every Python developer should have
• dzone: Best of DZone: Python 🌟
• digitalocean.com: How To Code in Python 3 🌟
• towardsdatascience.com: Top 11 Github Repositories to Learn Python 🌟 Popular GitHub repositories for learning Python
• tryolabs.com: Top 10 Python libraries of 2020
• blog.logrocket.com: Django REST framework alternatives
• towardsdatascience.com: Unexpected Size of Python Objects in Memory How much memory does a Python object take on memory?
• learnsteps.com: DevOps Interview Questions: Important Python questions
• aigents.co: Data Structures and Python 🌟
• doppler.com: Using Environment Variables in Python for App Configuration 🌟 Learn how experienced developers use environment variables in Python, including managing default values and typecasting.
• src-r-r.github.io: How To Property Set Up Python Logging With A Command Line Program
• realpython.com: Python Microservices With gRPC 🌟
• dashbird.io: How I Manage Credentials in Python Using AWS Secrets Manager
• freecodecamp.org: The Python Handbook 🌟
• towardsdatascience.com: 7 Must-Know Data Wrangling Operations with Python Pandas
• towardsdatascience.com: All The Important Features and Changes in Python 3.10
• towardsdatascience.com: Data Preprocessing in Python Pandas — Part 6 Dropping Duplicates A quick tutorial to drop duplicates using the Python Pandas library.
• antonz.org: How to make an awesome Python package in 2021
• freecodecamp.org: Python Map Function – How to Map a List in Python 3.0, With Example Code
• betterprogramming.pub: 3 Seemingly Simple Python Features That Confuse Beginners
• analyticsindiamag.com: Object-Oriented Programming with Python
• towardsdatascience.com: Python loops: Some beginner-friendly looping challenges Looping through lists, tuples, dictionaries and strings.
• lambdatest.com: Python Tutorial 🌟
• analyticsvidhya.com: Top Online Platforms to Learn Python
• towardsdatascience.com: Master Label Processing In Python The full tutorial on working with string-type data in Python.
• towardsdatascience.com: There is more to ‘pandas.read_csv()’ than meets the eye A deep dive into some of the parameters of the read_csv function in pandas
• blog.adnansiddiqi.me: Getting started with Elasticsearch 7 in Python 🌟
• towardsdatascience.com: Concurrency and Parallelism in Python
• pythonsimplified.com: Introduction to Python Sequence Types 🌟
• pub.towardsai.net: OPs Concept in Python OOPs is a highly efficient way of writing a program
• developers.redhat.com: micropipenv: Installing Python dependencies in containerized applications 🌟
• pythonsimplified.com: Python List Vs Tuple 🌟
• trstringer.com: Debug a Python Application Running in Kubernetes 🌟
• towardsdatascience.com: 7 advanced pandas tricks for data science Pandas is the go-to library for data science. These are the shortcuts I use to do repetitive data science tasks faster and simpler.
• pub.towardsai.net: Class and Objects in Python with Examples A handy concept for software development programs
• dineshkumarkb.com: How to specify non PYPI requirements in your requirements.txt file
• theglitchblog.com: Logging in Python Using Best Practices
• jhhemal.medium.com: Some Tips and Tricks for Writing Better Code in Python
• jhhemal.medium.com: Some Essential Built-in Tools for Working with Lists
• dineshkumarkb.com: Reverse a linked list without additional datastructures using python
• analyticsvidhya.com: Implementing ETL Process Using Python to Learn Data Engineering
• infoworld.com: How to use the Python for loop The for loop construction in Python easily iterates over a collection of items. Here’s what you need to know to use it well.
• stackoverflow.blog: Getting started with… Python 🌟 Here's a collection of resources on how to get started using Python.
• oxylabs.io: Python Web Scraping Tutorial: Step-By-Step
• towardsdatascience.com: Automate Email Sending with Python The Definitive Snippets Collection for your ETL Pipelines
• returngis.net: Gestionar recursos de Kubernetes con Python
• pythonsimplified.com: Making Sense of Python Iterables and Iterators
• opensource.com: Parse command-line arguments with argparse in Python Use the argparse module to enable options in your Python applications.
• itsallaboutpython.blogspot.com: Simple Script To Send Emails In Python
• tecadmin.net: How To Read, Write & Parse CSV in Python
• freecodecamp.org: Python List Methods – append( ) vs extend( ) in Python Explained with Code Examples
• writersbyte.com: 4 key Python Data Structures every beginner must know
• geeksforgeeks.org: Top 10 Advance Python Concepts That You Must Know
• freecodecamp.org: Dictionary Comprehension in Python – Explained with Examples
• developers.redhat.com: Learn Python: Tutorials and updates from Red Hat experts Python is a popular programming language for data science, machine learning, and web development.
• python.plainenglish.io: Special Methods Will Change How You Write Classes in Python An introduction to the most useful special methods
• towardsdatascience.com: 12 Of My Favorite Python Practices For Better Functions
• towardsdatascience.com: Stop Hardcoding Sensitive Data in Your Python Applications Keep your settings and credentials private with .env files
• towardsdatascience.com: How Not to Use Python Lists Understanding Mutable Objects in Python.
• pythonsimplified.com: Understanding Python map function
• kdnuggets.com: How To Build A Database Using Python
• zdnet.com: Programming languages: Python just took a big jump forward Python overtakes Java and C for the first time in 20 years of a key language popularity index.
• genbeta.com: Python se convierte en el lenguaje de programación más popular según el índice TIOBE: adiós al largo reinado de C
• sureshdsk.dev: Check diff between two files in Python
• freecodecamp.org: Python String split() and join() Methods – Explained with Examples
• pythonsimplified.com: How to schedule Python scripts using schedule library
• blog.teclado.com: Python Methods: Instance, Static and Class
• treyhunner.com: How to flatten a list in Python
• makeuseof.com: 7 Vital Commands to Get Started With Python for Beginners

APIs in Python

• towardsdatascience.com: Quick-Fire Guide to APIs in Python A straightforward guide to web communication
• opensource.com: Make your API better with this positional trick from Python 3.8 Explore positional-only parameters and two other underutilized but still useful Python features.

Thoth

• Project Thoth Using Artificial Intelligence to analyse and recommend software stacks for Python applications.
• developers.redhat.com: Thoth prescriptions for resolving Python dependencies One of Thoth's major offerings is a cloud-based resolver, which examines the packages and libraries requested by an application and determines the best way to resolve them so that they work together in the target environment.

Python Books

• Python Data Science Handbook 🌟 This website contains the full text of the Python Data Science Handbook by Jake VanderPlas; the content is available on GitHub in the form of Jupyter notebooks.
• automatetheboringstuff.com: Automate the Boring Stuff with Python

Python Django Framework

• gettopical.com: Get Django Latest News
• Learn Python Django in 4 Hours
• realpython.com: Django Development With Docker Compose and Machine
• realpython.com: Fun With Django's New Postgres Features
• realpython.com: Deploying a Django App to AWS Elastic Beanstalk
• TaskBuster Django Tutorial, made with Django 1.8 and Python 3
• TDD with Django, from scratch: a beginner's intro to testing and web development
• Cómo crear un servicio REST en 30 líneas de código de Django y Python
• Django Development With Docker Compose and Machine
• Installing and Configuring Django Web Framework with Virtual Environments in CentOS/Debian
• realpython.com: Development and Deployment of Cookiecutter-Django via Docker A Cookiecutter template for creating production-ready Django projects quickly.
• github.com: Django app + RESTful API for automatic billing
• CodingEntrepreneurs youtube channel
  • Interested in Learn Django 1.9? Check out my free series on YouTube
• Getting Started with Django REST Framework (DRF) and AngularJS (Part 1)
  • Getting Started with Django REST Framework (DRF) and AngularJS (Part 2)
  • Part 2 Supplementary Code
• webcodegeeks.com: Python Django Tutorial
• digitalocean.com: Building a REST API With Django REST Framework
• github.com: Django Blog Site A simple blog application based on Django
• github.com: Django Sage Painless A handy tool for generating Django-based backend projects without coding. On the other hand, it is a code generator of the Django framework.
• dev.to: Data Migration from Monolith to Microservice in Django

Python Flask Lightweight Framework (microframework)

• Flask is a Python lightweight web application development framework with simplicity and extensibility. Flask is called “microframework” because of using a simple core and extensions are used to add other functions.
• Flask Documentation 🌟
• The Flask Mega-Tutorial: Now with Python 3 Support
• realpython.com: Discover Flask, Part 1 - Setting Up a Static Site
• Two-Factor Authentication with Authy
• devbattles.com: Python Flask, Part 1: Hello World!
• mherman.org: Scaling Flask with Kubernetes 🌟
• towardsdatascience.com: Create and Deploy a Simple Web Application with Flask and Heroku
• towardsdatascience.com: How to deploy a Flask API in Kubernetes and connect it with other micro-services A hands-on tutorial on how to implement your micro-service architecture using the powerful container orchestration tool Kubernetes.
• kdnuggets.com: How to Deploy a Flask API in Kubernetes and Connect it with Other Micro-services
• dev.to: Getting Started with Flask and Docker

FastAPI

• FastAPI 🌟
• blog.adnansiddiqi.me: Create your first REST API in FastAPI 🌟 A step by step guide creating high performance APIs in Python

Python pip and pip's wheel

• wheel replaces Python's eggs
• Speed up pip install

Python Feature Flags

• Python Feature Flag Resources/Solutions
• reddit: Ship Better Python Using Feature Flags

Python testing

• reddit: Real examples of unit testing
• Testing Python
• Profiling Python using cProfile: a concrete case
• nylas.com: Profiling Python in Production How We Reduced CPU Usage by 80% through Python Profiling
• gabbi - Declarative HTTP testing library pypi
• tracker: A time machine for debugging pesky stateful errors

Data Science

• towardsdatascience.com: Unlimited scientific libraries and applications in Kubernetes, instantly! Set up a shared library of packages and applications that you can dynamically load into your Kubernetes Data Science environments.

Python Pandas and pivot tables

• oreilly.com: how to use pivot tables in Pandas step-by-step
• pbpython.com: Practical Business Python
  • pbpython.com: Pandas Pivot Table Explained
  • pbpython.com: Collecting Data with Google Forms and Pandas
• Reshaping in Pandas – Pivot, Pivot-Table, Stack and Unstack explained with Pictures
• pandas.pydata.org: Reshaping by pivoting DataFrame objects
• analyticsvidhya.com: A Complete Tutorial to Learn Data Science with Python from Scratch
• analyticsvidhya.com: Tutorial – Python List Comprehension With Examples
• analyticsvidhya.com: Cheat Sheet for Exploratory Data Analysis in Python 🌟

PandasDatabase

• PandasDatabase is a RESTful database engine application built on top of Pandas

NumPy

• towardsdatascience.com: NumPy Basics Cheat Sheet (2021), Python for Data Science The absolute basics for beginners learning NumPy in 2021

Orchest. Data Pipelines with Python and R code. No frameworks. No YAML

• orchest.io - orchest/orchest Build data pipelines, the easy way 🛠️. No frameworks. No YAML. Just write Python and R code in Notebooks.

Python standard library Modules and Code

• Python 3 standard library Module of the Week, Doug Hellmann
• Python 2 standard library Module of the Week, Doug Hellmann
• Dead simple {for devs} python crawler (script) for extracting structured data from any website into CSV
• Python Multi-Process Execution Pool

Python and AWS

• Ansible and AWS: cloud IT automation management
• Python and AWS Cookbook. Boto library
• Boto
• Migrating to Boto3
• Managing the Cloud with a Few Lines of Python (EuroPython 2014)
• ec2-ssh-yplan: A pair of command line utilities for finding and SSH-ing into your Amazon EC2 instances by tag (such as ‘Name’)
• dashbird.io: Explaining boto3: how to use any AWS service with python
• dashbird.io: 8 Must-Know Tricks to Use S3 More Effectively in Python
• hands-on.cloud: Quick Intro To Python 3 for AWS Automation Engineers 🌟

Python Tools

• PyInstaller is a program that freezes (packages) Python programs into stand-alone executables, under Windows, Linux, Mac OS X, FreeBSD, Solaris and AIX
  • PyInstaller official GIT repository
• ZipPy: Python3 on top of the JVM (faster than PyPy!)
• DictMySQL: A MySQL class for more convenient database manipulation with Python dictionary
• WinPython: Portable Scientific Python 2/3 32/64bit Distribution for Windows
• Kite 🌟 Kite is the best autocompletions engine available for Python, powered by AI. Check it out — It's free!
• pyxll-jupyter: Integration for Jupyter notebooks and Microsoft Excel
• medium: Build Interactive CLI Tools in Python Bored of traditional CLIs? Develop interactive command lines with PyInquirer
• Pydeps 🌟 Python Module Dependency graphs

Web Scraping with Python

• Scrapy An open source and collaborative framework for extracting the data you need from websites. In a fast, simple, yet extensible way.
• First web scraper A step-by-step guide to writing a web scraper with Python.
• TWINT - Twitter Intelligence Tool Twint is an advanced Twitter scraping tool written in Python that allows for scraping Tweets from Twitter profiles without using Twitter's API.

Jython

• Jython is a language that makes it easy to create projects with libraries from Python and Java.

Eclipse IDE

• opensource.com: How to use Python to hack your Eclipse IDE

Python Libraries

• Click 🌟 is a Python package for creating beautiful command line interfaces in a composable way with as little code as necessary. It's the "Command Line Interface Creation Kit". It's highly configurable but comes with sensible defaults out of the box.
• towardsdatascience.com: Auto Import Python Libraries Using Pyforest to import important python libraries
• PyGithub 🌟 Typed interactions with the GitHub API v3 - pygithub.readthedocs.io PyGitHub is a Python library to access the GitHub REST API. This library enables you to manage GitHub resources such as repositories, user profiles, and organizations in your Python applications.

Python Snippets

• python.plainenglish.io: 12 Python Snippets That Will Boost Your Productivity

Slides

Click to expand!

PEP-8 Cheatsheet (2009) by Veeraj Shenoy on Scribd

Tweets

Click to expand!

29 common beginner Python errors on one page via https://t.co/Ctvy84KXKx #Python #Sysadmin #Programming #Unix #Linux pic.twitter.com/vaZaJETNPU

— nixCraft (@nixcraft) 6 de marzo de 2016

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Python is a beautiful programming language. It contains really useful features that make writing code more efficient than ever.

Here are 5 tips for writing more efficient and compact code.

🧵🧵🧵

— Danny Steenman (@dannysteenman) October 10, 2020

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TOP Python Github repositories for you.

A Thread... 🧵#100DaysOfCode #CodeNewbies

— Ankur💻🎧💪 (@TheAnkurTyagi) October 19, 2020

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Python Quick Revision Guide(Part-1) 🐍

MEGA Thread 🧵👇

— Saurav Jain (@Sauain) September 30, 2021

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