| Python For Feature Film
A look into how Python is used to bring your favorite movies to the big screen.
Data Management With Python, SQLite, and SQLAlchemy
In this tutorial, you’ll learn how to store and retrieve data using Python, SQLite, and SQLAlchemy as well as with flat files. Using SQLite with Python brings with it the additional benefit of accessing data with SQL. By adding SQLAlchemy, you can work with data in terms of objects and methods.
Profile, Understand, and Optimize Code Performance
You can’t improve what you can’t measure. Profile and understand code behavior and performance (Wall-time, I/O, CPU, HTTP requests, SQL queries). Install in minutes. Browse through appealing graphs. Supports all Python versions. Works in dev, test/staging & production →
Reading Poorly Structured Excel Files with Pandas - Practical Business Python
Raise your hand if you’ve ever had to deal with a poorly formatted Excel spreadsheet. Wow, that’s a lot of you! Did you know you can use pandas and openpyxl to read even the craziest Excel sheets?
Python Booleans: Optimize Your Code With Truth Values
In this tutorial, you’ll learn about the built-in Python Boolean data type, which is used to represent the truth value of an expression. You’ll see how to use Booleans to compare values, check for identity and membership, and control the flow of your programs with conditionals.
Exploring Fractals on a Cloud Computer
Fractals might be some of the most interesting mathematical structures to study and to visualize. Learn what fractals are and how to create beutiful fractal animations with Python.
ERIC MATTHES • Shared by Eric Matthes
New BBC micro:bit Released
Now with a built-in speaker and microphone!
Introducing spaCy v3.0 nightly
New Sound Pack for PyGame Zero
SEAN.CO.UK • Shared by Sean McManus
How Can I Generate Three Random Integers That Satisfy Some Condition?
A little bit of algebra goes a long way. But also, when was the last time you got to use SciPy’s Diophantine equation solver?
I’ve Accidentally Made a Weird Art Generator. Help Me… I Cant Stop Running It!
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Articles & Tutorials
The Real Python Podcast – Episode #31: Python Return Statement Best Practices and Working With the map() Function
The Python return statement is such a fundamental part of writing functions. Is it possible you missed some best practices when writing your own return statements? This week on the show, David Amos returns with another batch of PyCoder’s Weekly articles and projects. We also talk functional programming again with an article on the Python map function and processing iterables without a loop.
REAL PYTHON podcast
Getting Started With MicroPython
Are you interested in the Internet of Things, home automation, and connected devices? If so, then you’re in luck! In this course, you’ll learn about MicroPython and the world of electronics hardware. You’ll set up your board, write your code, and deploy a MicroPython project to your own device.
REAL PYTHON course
Identify Issues in Your Python Applications Before It Affects Customers
Quickly locate latency, bottlenecks, and other potential issues with detailed flame graphs and end-to-end distributed tracing using Datadog’s application performance management. Get started with a free Datadog trial today →
The Surprising Impact of Medium-Size Texts on PostgreSQL Performance
Learn how medium-size text fields impact query performance in PostgreSQL and how to gain performance benefits using the TOAST method. While the article isn’t strictly about Python, you’ll likely find it useful if you often store medium-to-large size text in PostgreSQL.
Build Plugins With Pluggy
Plugin architecture can be a nice way to make it easy to add functionality to your project in the future, or allow third-party developers to extend your applications. Learn how plugin architecture works on how to use Pluggy to manage plugins.
Getting Started With OpenTelemetry and Distributed Tracing in Python
Learn why distributed tracing is the foundation for observability, and how to instrument your Python applications with OpenTelemetry in under 10 minutes.
Play the Long Game When Learning to Code
When it comes to coding, taking the time to internalize and truly understand the concepts you’re learning pays dividends over memorizing syntax and solutions to interview problems.
DANIEL CHAE opinion
Monitor Your GitHub Build With a Raspberry Pi Pumpkin
Looking for a spooky way to track your build status? GitHub’s Martin Woodward has put together a 3D printed pumpkin that lights up to show his build status.
What’s the difference between
isinstance() methods, and which one is better for checking the type of an object?
Projects & Code
Brought to you by Real Python for Teamssponsor
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evennia: Online Multiplayer Text-Based Game Framework
pandasgui: A GUI for Pandas DataFrames
lightly: Computer Vision Framework for Self-Supervised Learning
pyinstrument: Call Stack Profiler for Python
nebulo: Instant GraphQL API for PostgreSQL & SQLAlchemy
GITHUB.COM/OLIRICE • Shared by Oliver Rice
PumpkinPi: Spooky Build Status Indicator