| | | | Exploring Pandas 2.0 & Targets for Apache Arrow
What are the new ways to describe your data in pandas 2.0? Will the addition of Apache Arrow to the data back end foster the growth of data interoperability? This week on the show, we talk with pandas core developer Marc Garcia about the release of pandas 2.0.
REAL PYTHON podcast
Python, Foreign Functions and Steam
This article shows you how to call foreign C functions from Python. This allows you to call into shared libraries and is similar to how extensions work. The examples use the Steamworks SDK which games use to communicate with Steam.
ARTUR DRYOMOV • Shared by Artur Dryomov
Fully Managed Postgres + Great Support
 “What a different support experience Crunchy is. Not only is it timely, it’s informed, it’s on topic. We’re encouraged to ask questions. We’re able to do so much more working with a partner who cares as much about data as we do.” Rob Sullivan, CareRev →
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Quirks of Python Package Versioning
Python packaging allows for a wide variety of version styles for your packages. This article shows you what is out there and why you might use each.
SETH LARSON
PSF Announces Fellow Members for Q1 2023
PYTHON SOFTWARE FOUNDATION
Django 4.2.4 Released
DJANGO SOFTWARE FOUNDATION
Pydantic v2.1 Released
PYDANTIC.DEV
Discussions
“Why Python Is Terrible”
HACKER NEWS
Is Anyone Using PyPy for Real Work?
HACKER NEWS
Articles & Tutorials
Filtering Iterables With Python
In this video course, you’ll learn how Python’s filter() works and how to use it effectively in your programs. You’ll also learn how to use list comprehension and generator expressions to replace filter() and make your code more Pythonic.
REAL PYTHON course
Boosting Efficiency in Pandas With Indexing
Pandas is the most widely used Python library for data manipulation, and it allows you to access and manipulate data efficiently. Its indexing techniques can significantly improve the speed and efficiency of your queries. Learn how.
FEDERICO TROTTA
Build a Small App With Workflows & Activities Using Python SDK
 Develop a small application that communicates with an external service in this free course on Workflows and Activities using Temporal’s Python SDK. You’ll also learn how Temporal helps recover from failures and use the Web UI and command-line tools to interact with your Workflows →
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Overloading Arithmetic Operators With Dunder Methods
This article shows you how to overload the arithmetic operators in Python with dunder methods. It includes examples for add, radd, and iadd, while also outlining how to deal with error conditions in dunder methods.
RODRIGO GIRÃO SERRÃO • Shared by Rodrigo Girão Serrão
Supporting Multiple Languages in Django
This step-by-step article shows you how to add multiple language support to your Django projects. It covers the difference between localization and internationalization, and how to use both in the template engine.
SAMUEL TORIMIRO • Shared by Michael Herman
How to Download Files From URLs With Python
In this tutorial, you’ll find the right tools to help you download files from URLs with Python and manage the data retrieval process. You’ll cover data streaming, thread pools, and asynchronous downloads.
REAL PYTHON
Working With the Python operator Module
In this tutorial, you’ll explore the Python operator module and its role in functional programming. You’ll code several examples of using both operator-equivalent and higher-order functions in programs.
REAL PYTHON
Popular Airline Passenger Routes
This article talks about scraping passenger count data from Wikipedia and building visualizations for it. It uses wikitextparser for scraping, DuckDB for data, and rich for the terminal interface.
MARK LITWINTSCHIK
Kafka Messaging With Python & Polylith
Get started with Apache Kafka to produce & consume messages with Python. All this in a Polylith workspace, for a nice developer experience and to easily re-use existing code.
DAVID VUJIC • Shared by David Vujic
PyFlo: The Beginner’s Guide to Python
This is an online course with an interesting flow chart guiding you through lessons, with optional tangents and core concepts. It even includes an instructor’s guide.
PYFLO
Building and Operating S3
This article is a very deep dive into how Amazon S3 Storage was created, and the complexities involved in operating a system at that scale.
ANDY WARFIELD
Projects & Code
Brought to you by Real Python for Teamssponsor
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reflex: Web Apps in Pure Python
GITHUB.COM/REFLEX-DEV
lpython: Python Compiler
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Django ORM Cheatsheet
DJANGOCENTRAL
textual-paint: Art: MS Paint in Your Terminal
GITHUB.COM/1J01
Biaslyze: The NLP Bias Identification Toolkit
GITHUB.COM/BIASLYZE-DEV • Shared by Tobias Sterbak
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