|      |     |      |                       Building Chat With Django Channels and WebSockets  Building stateful web applications can be tricky, unless you use a framework, of course. Django to the rescue! In this article, learn how to build a real-time chat app using Django Channels and WebSockets.  MUHAMMED ALI 
   Generate a QR Code With Python  QR codes are two dimensional bar codes that allow you to embed URLs in images. Learn how to make a QR code using the qrcode library.  JERRY ZHU 
   Built for Seamless, Continuous Deployment - Platform.sh Is Your Web Fleet Management Solution    Platform.sh is a secure cloud hosting platform that allows you to effortlessly manage, monitor and optimize all your websites. With our solution, your development team can avoid wasting precious time updating your websites individually or fixing deployment bugs and focus on what truly matters →  PLATFORM.SHsponsor 
   Sneaky REST APIs With Django Ninja  In this video course, you’ll learn how to use Django Ninja, a FastAPI inspired tool for turning Django views in REST API endpoints. With Ninja, you can quickly build API endpoints.  REAL PYTHON course 
   
 Discussions  How to Fix Python  Al appears to be bored and decided to start a flame war. As his suggestions include 1-based indexing and using “x” instead of “*” for multiplication, he’s likely being sarcastic. The joy of text is you’re never quite sure.  AL SWEIGART 
   
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 Articles & Tutorials  PEP 698: Override Decorator for Static Typing  This Python Enhancement Proposal describes the use of a new decorator, @override, which would be used as a type-hint for methods in a sub-class that override a parent’s method. This type hint would introduce a level of safety if the parent method is refactored without corresponding changes to the child method.  PYTHON.ORG 
   5 Ways to Schedule Jupyter Notebooks  A Jupyter Notebook is an excellent tool for creating computational documents. There is often a requirement to update the notebook’s results at a selected time interval and publish it to the rest of the team. Piotr summarizes five different approaches for Jupyter Notebook scheduling.  PIOTR PŁOŃSKI • Shared by Piotr Płoński 
   Get Started Debugging Python Apps in PyCharm With This Tutorial    PyCharm is one of the most popular IDEs for Python development. This walkthrough for debugging will have you moving quickly →  ROOKOUTsponsor 
   Adventures With mypyc  The type annotation tool, mypy comes with a compiler called mypyc which uses Python type hints to generate C-extensions automatically. This blog posting describes how Steve used it to compile some of his code, the problems he ran into, and how he fixed them.  STEVE BRAZIER 
   Resiliency in Distributed Systems  This blog posting contains a brief summary and then two chapters from the book “Understanding Distributed Systems” by Roberto Vitillo. It describes how to make distributed systems more resilient from both the client’s and server’s perspectives.  GERGELY OROSZ 
   Custom Python Strings: Inheriting From str vs UserString  In this tutorial, you’ll learn how to create custom string-like classes in Python by inheriting from the built-in str class or by subclassing UserString from the collections module.  REAL PYTHON 
   Production Tips for Django Apps  This blog post describes seven concepts Django programmers should keep in mind when writing production ready code. Hints include information on custom user models, configuring Gunicorn, problems with serializers, and more.  RAUNAQ SINGH 
   Image Generation Using Stable Diffusion in KerasCV  Stable Diffusion is a powerful, open-source text-to-image generation model. This guide shows you how to generate novel images using the KerasCV Python interface.  CHOLLET, ET AL 
   Deploying Python Web Apps as AWS Lambda Functions  A step-by-step guide on how to deploy Python in the AWS Lambda environment. Details include managing dependencies and dealing with an ASGI application.  SIMON WILLISON’ 
   Pytest for Beginners  This article introduces you to using pytest for testing Python code. Learn how to improve your development process and write better automated tests.  ŠPELA GIACOMELLI • Shared by Michael Herman 
   Hybiscus - Use a JSON API to Create Eye-Catching PDFs Without Any Design Skills  Use a simple API to build stunning PDFs from a set of pre-styled components. Choose from customisable components for layout, content or data visualisation. Get started with automating building PDFs in the cloud now, for any use case.  HYBISCUSsponsor 
   Want Cleaner Code? Use the Rule of Six  This article outlines six things every developer should keep in mind when coding, hopefully resulting in easy to read, more maintainable Python.  DAVIDAMOS.DEV 
   Developing RESTful APIs With Python and Flask  A step-by-step article that guides you through everything you need to know to write your first REST API using Flask. From installing the requirements, through mapping models, to implementing security.  KREBS & MARTINEZ • Shared by Juan Cruz Martinez 
   
 Projects & Code  Brought to you by Real Python for Teamssponsor   Online Python training created by a community of experts. Give your team the real-world Python skills they need to succeed →    difftastic: A Structural Diff That Understands Syntax  GITHUB.COM/WILFRED 
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