| | Understanding Best-Practice Python Tooling by Comparing Popular Project Templates “Use Flake8, pytest, and Sphinx in your current Python project. Also evaluate pre-commit, black, and Pylint. For your next project, consider adding poetry and Dependabot.” JONAS KEMPER
Playing and Recording Sound in Python Learn about libraries that can be used for playing and recording sound in Python, such as PyAudio and python-sounddevice. You’ll also see code snippets for playing and recording sound files and arrays, as well as for converting between different sound file formats. REAL PYTHON video
Automate & Standardize Code Reviews for Python Take the hassle out of code reviews - Codacy flags errors automatically, directly from your Git workflow. Customize standards on coverage, duplication, complexity & style violations. Use in the cloud or on your servers for 30 different languages. Get started for free → CODACYsponsor
Understand Group by in Django With SQL Understand GROUP BY in Django ORM by comparing QuerySets and SQL side by side. If SQL is where you are most comfortable, this is the Django GROUP BY tutorial for you. HAKI BENITA
TV Backlight Compensation With Python & Custom Shaders Extending a broken TV’s lifetime with Python code and some custom shaders. Impressive! PEKKA VÄÄNÄNEN
Applying Mypy to Real-World Projects Hints and tips for getting started with Mypy and introducing it to existing projects. CAL PATERSON
Virtualenv 20.0 Released PYPA.IO
Discussions Learn Python the NSA Way… “I put in a FOIA request to the NSA for their Python training materials and got back a 400-page printout of their COMP 3321 training course. So, I scanned and OCR’d it. Here is a PDF (warning: 118 MB)” TWITTER.COM/CHRIS_SWENSON
Getting Started Contributing to CPython GUIDO VAN ROSSUM
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Articles & Tutorials Create a macOS Menu Bar App With Python (Pomodoro Timer) “On my Mac, I use the menu bar countless times per day. In this post we will go through the process of creating a custom macOS menu bar app using Python.” CAMILLO VISINI • Shared by Camillo Visini
Implementing an Interface in Python In this tutorial, you’ll explore how to use a Python interface. You’ll come to understand why interfaces are so useful and learn how to implement formal and informal interfaces in Python. You’ll also examine the differences between Python interfaces and those in other programming languages. REAL PYTHON
Become a Python Guru With PyCharm PyCharm is the Python IDE for Professional Developers by JetBrains providing a complete set of tools for productive Python, Web and scientific development. Be more productive and save time while PyCharm takes care of the routine → JETBRAINSsponsor
SciPy 1.0: Fundamental Algorithms for Scientific Computing in Python “In this work, we provide an overview of the capabilities and development practices of SciPy 1.0 and highlight some recent technical developments.” NATURE.COM
Prevent Repetition With Assignment Expressions An assignment expression—also known as the walrus operator—is a new syntax introduced in Python 3.8 to solve a long-standing problem with the language that can cause code duplication. BRETT SLATKIN
Python Command Line Arguments Python command line arguments are the key to converting your programs into useful and enticing tools that are ready to be used in the terminal of your operating system. In this step-by-step tutorial, you’ll learn their origins, standards, and basics, and how to implement them in your program. REAL PYTHON
The Parallelism Blues: When Faster Code Is Slower “As it turns out, for certain operations NumPy will parallelize operations transparently. And if you’re not careful, this can actually slow down your code.” ITAMAR TURNER-TRAURING
sys.getsizeof Is Not What You Want “sys.getsizeof is almost never what you want, for two reasons: it doesn’t count all the bytes, and it counts the wrong bytes.” NED BATCHELDER
Python asyncio and await -ing Multiple Functions How to call await on multiple functions in Python using the asyncio package. ERIC URBAN
Cheating in Kaggle Contests (A Post-Mortem) KAGGLE.COM • Shared by Python Bytes FM
Auto-Formatting Python Code Using YAPF LEI MAO
How to Check if a File Is a Valid Image With Python MIKE DRISCOLL
Projects & Code hydra: Framework for Configuring Complex Applications GITHUB.COM/FACEBOOKRESEARCH
cookiecutter-data-science: Project Template for Doing and Sharing Data Science Work GITHUB.COM/DRIVENDATA
pytorch3d: Reusable Components for Deep Learning With 3D Data GITHUB.COM/FACEBOOKRESEARCH
Diagrams: Generate System Architecture Diagrams With Python Code GITHUB.COM/MINGRAMMER
opnieuw: General-Purpose Retrying Library GITHUB.COM/CHANNABLE
Celery Director: Manage Tasks and Build Workflows Using Celery GITHUB.COM/OVH • Shared by Nicolas Crocfer
donkeycar: Small Scale Self Driving Car Platform GITHUB.COM/AUTOROPE
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