Issue #585

Python 3.12 Profiler, Netflix, Numba Vectorize, and More

July 11, 2023

Python 3.12 Profiler, Netflix, Numba Vectorize, and More
#585 – JULY 11, 2023 VIEW IN BROWSER
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Python 3.12 Preview: Support for the Linux Perf Profiler
Python 3.12 will be released in October 2023. In this tutorial, you’ll preview one of its upcoming features: support for the Linux perf profiler, which will give you a holistic view of your application’s performance, including system-level and hardware-level events.
REAL PYTHON

Python at Netflix
Talk Python to Me interviews Zoran Simic and Amjith Ramanujam discussing how Python is used at Netflix, including fail-over, security, ML, notebooks, and more.
KENNEDY, SIMIC, RAMANUJAM podcast

Reliable and Resilient App Building With Temporal’s Python SDK
Explore Temporal’s Python SDK course to develop a small application with Workflows and Activities. Learn how Temporal helps recover from failures and use the Web UI and command-line tools to interact with your Workflows. Check it out now →
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Accelerating Python Code With Numba Vectorize
This article delves into the inner workings of Numba Vectorize. Learn how to harnesses the power of SIMD operations to improve code performance.
SIDDIQI

PSF Hiring a Deputy CPython Developer in Residence
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Discussions


Backend of Meta Threads Is Built With Python 3.10
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Are People in Tech Inside an AI Echo Chamber?
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Python Jobs


Software Engineer (Dallas or Los Angeles)
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Articles & Tutorials


How to Make Engaging Programming Videos
Creating a screencast can be a great way for you to to share your knowledge and help fellow developers on your team. However, not all video tutorials are equally effective. In this tutorial, you’ll learn how to make engaging and informative programming videos that will impress your peers.
REAL PYTHON

Use Okta and Oso to Secure a FastAPI + SQLAlchemy App
FastAPI is really fast and SQLAlchemy is really…SQL-y. But what good is a fast and SQL-y application if it isn’t secure? This post shows you how to wire a typical web application to Okta and Oso for authentication and authorization.
GABE JACKSON • Shared by Gabe Jackson

Find Your Open-Source Python Application Builder
On the one hand, Taipy provides a simple syntax that accelerates the creation of interactive and customizable multiple-page dashboards. Use it without requiring any knowledge of web development. And at the same time, it is designed to build powerful and customized data-driven backend applications →
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3 Cool Libraries That Will Save You Time and Effort
Sam covers three different Python libraries that can be useful for your next project. JMESPath for searching JSON structures, inflection for string clean-up, and more-itertools for advanced itertools like functionality.
SAM VIDOVICH

Python Crash Course & Learning Enough to Start Creating
How much Python do you need to learn to start creating projects? What’s a good balance of information and hands-on practice? This week on the show, Eric Matthes is here to discuss his book Python Crash Course.
REAL PYTHON podcast

Optimizing WebSocket Calls Experiment
This post demonstrates replacing the Python code that accepts a WebSocket connection with a C++ equivalent. It shows you how to call C++ code from Python and what kind of speed-up to expect.
SZABOLCS DOMBI

Building a Toy Programming Language in Python
Miguel thought it would be fun to write a small programming language using Python to implement it. This blog post is the first in a series covering how he did it.
MIGUEL GRINBERG

Two Ways to Turbo-Charge tox
How to pre-build wheels to improve the installation portion of a tox run and how to gain some parallel test execution if run-parallel doesn’t work for you.
HYNEK SCHLAWACK

Is Your Career Safe From AI Disruption? Future-Proof Your Career With Interview Kickstart
Engineers with AI skills are in high demand, earning ~$300K-$500K. Don’t get left behind. AI-proof your career with Interview Kickstart. Taught by FAANG+ AI/ML engineers. Capstone project. Up to 15 mock interviews. Join the free webinar to learn more.
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Django REST Framework and Elasticsearch
This step-by-step guide shows you how to build a REST API using the Django REST Framework and Elasticsearch.
NIK TOMAZIC


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 →

Django Unicorn: Full-Stack Components Framework
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FunctionTrace: Human-Oriented Profiling for Python
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microvenv: Minimal Re-Implementation of Python’s venv
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creosote: Identify Unused Dependencies
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zef: Toolkit for Graph-Relational Data Across Space and Time
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📆🐍 Upcoming Python Events


SciPy 2023
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July 17 to July 24, 2023

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July 19, 2023

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