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Fourier Transforms, Executing Bytecode, Python Simulations, and More

#445 – NOVEMBER 3, 2020 VIEW IN BROWSER
The PyCoder’s Weekly Logo
Fourier Transforms With scipy.fft: Python Signal Processing
In this tutorial, you’ll learn how to use the Fourier transform, a powerful tool for analyzing signals with applications ranging from audio processing to image compression. You’ll explore several different transforms provided by Python’s scipy.fft module.
REAL PYTHON

Python Behind the Scenes #4: How Python Bytecode Is Executed
Here’s a joke you may have heard from Python developers: “Is Python interpreted or compiled? Yes.” When your program runs, the Python source code is compiled to bytecode. This in-depth article explores how bytecode gets executed.
VICTOR SKVORTSOV

Scan Git Repos for Secrets with GitGuardian!
GitGuardian enables 150k+ developers to continuously find and remediate secrets such as API keys, database connection strings or security certificates that are exposed in git repositories. Sign up to GitGuardian to scan your git repos for free and prevent secret sprawl →
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Simulating Real-World Processes in Python With SimPy
In this step-by-step course, you’ll see how you can use the SimPy package to model real-world processes with a high potential for congestion. You’ll create an algorithm to approximate a complex system, and then you’ll design and run a simulation of that system in Python.
REAL PYTHON course

Five Advanced Django Tips
Dive into advanced django tips, including Q objects, annotations, prefetch objects, custom querysets, and custom model managers.
STEVEN PATE • Shared by Steven Pate

An Illustration of Why Running Code During Import Is a Bad Idea (And How It Happens Anyway)
Code that runs when a module is imported is usually a code smell. But sometimes there’s no way around it.
CHRIS SIEBENMANN

The Python Developers Survey 2020 Has Been Extended Through November 7th
TWITTER.COM/THEPSF

Introducing Pants v2
BENJY WEINBERGER

Pyston v2 Released
PYSTON.ORG

Django Bugfix Releases Issued: 3.1.3, 3.0.11, and 2.2.17
DJANGO SOFTWARE FOUNDATION

Raspberry Pi 400 Personal Computer Kit Now Available
RASPBERRYPI.ORG • Shared by Bartosz Zaczyński


Discussions


A Case Against Functional Programming in Python
Is functional programming just lots of map()and filter() calls, or is it something else?
REDDIT

I’m Deploying My First Data Science App…is Learning All This Par for the Course?
Swimming in a sea of git, cron, SSH, and Linux. Am I doing this right?
REDDIT


Python Jobs


Python Developer / Software Engineer (Berlin, Germany)
THERMONDO GMBH

Senior Full Stack Developer (Chicago, IL, USA)
PANOPTA

Senior Software Engineer, Platform (Remote)
SILICON THERAPEUTICS

Senior Research Programmer (Remote)
SILICON THERAPEUTICS

More Python Jobs >>>


Articles & Tutorials


The Real Python Podcast – Episode #33: Going Beyond the Basic Stuff With Python and Al Sweigart
You probably have heard of the bestselling Python book, “Automate the Boring Stuff with Python.” What are the next steps after starting to dabble in the Python basics? Maybe you’ve completed some tutorials, created a few scripts, and automated repetitive tasks in your life. This week on the show, we have author Al Sweigart to talk about his new book, “Beyond the Basic Stuff with Python: Best Practices for Writing Clean Code.”
REAL PYTHON podcast

A Django REST API in a Single File
Can you build an entire Django application in a single file? Well, yes, you can! Explore how to make a small Django API using only Django core features that all contained in—you guessed it—just one file.
ADAM JOHNSON

Python Developers Are in Demand on Vettery
Get discovered by top companies using Vettery to actively grow their tech teams with Python developers (like you). Here’s how it works: create a profile, name your salary, and connect with hiring managers at startups to Fortune 500 companies. Sign up today - it’s completely free for job-seekers →
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OpenPyXL: Working with Microsoft Excel Using Python
Ah, Excel. Everyone loves to hate it. But let’s face it. Excel is one of the most popular pieces of software ever written. But you love Python, not Excel, which is why you might want to learn OpenPyXL.
MIKE DRISCOLL

Get Started With Django Part 3: Django View Authorization
This tutorial covers how to restrict your web pages to users with different roles through Django view authorization. You’ll learn about HttpRequest.user objects, view decorators that authenticate, and how to notify your users with the Django messages framework.
REAL PYTHON

Writing Performant Parallel Python Code
“In what cases is the use of libraries for concurrent application development appropriate and can result in increased performance using Python?”
THIAGO CANDIDO

Profile, Understand & Optimize Code Performance
You can’t improve what you can’t measure. Install in minutes. Profile and understand code behavior and performance (Wall-time, I/O, CPU, HTTP requests, SQL queries). Browse through appealing graphs. Supports all Python versions.
BLACKFIREsponsor

Build Your Next Project With Wolfram Alpha API and Python
WolframAlpha is a powerful search and computation engine. Learn how to use it’s API to bring its functionality into your own Python programs!
MARTIN HEINZ • Shared by Martin Heinz

Modern Test-Driven Development in Python
Interested in how TDD works? This guide will walk you through the process, using modern tools and techniques, from start to finish.
JAN GIACOMELLI

What I Wish I Knew as a Junior Dev
Some of these are things even senior devs need to be reminded of sometimes!
ENDY AUSTIN


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 →

SkyAR: Dynamic Sky Replacement and Harmonization in Videos
GITHUB.COM/JIUPINJIA

nlp_profiler: Profile Datasets With One or More Text Columns
GITHUB.COM/NEOMATRIX369 • Shared by Mani Sarkar

Liszt: A Personal Organization Software With a Script Engine for Automation
GITHUB.COM/RWANDAPINOCLE

vscode-stories: Stories for VSCode
GITHUB.COM/BENAWAD

code-video-generator: Generates Code Walkthrough Videos Using Manim
GITHUB.COM/SLEUTH-IO

dataclassframe: A Container for Dataclasses With Multi-Indexing and Bulk Operations
GITHUB.COM/JOSHLK

duhdoy: Sarcasm-Inator
GITHUB.COM/SANGARSHANAN

stumpy: Library for Computing a Matrix Profile
GITHUB.COM/TDAMERITRADE

📆🐍 Upcoming Python Events


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A Faster CPython, Modulo in Practice, Isolating Code, and More

Tuesday, October 27, 2020

Python Modulo in Practice: How to Use the % Operator #444 – OCTOBER 27, 2020 VIEW IN BROWSER The PyCoder's Weekly Logo Python Modulo in Practice: How to Use the % Operator In this tutorial, you

Python in the Movies, Reading Crazy Excel Files, Exploring Fractals, and More

Tuesday, October 20, 2020

Python For Feature Film #443 – OCTOBER 20, 2020 VIEW IN BROWSER The PyCoder's Weekly Logo Python For Feature Film A look into how Python is used to bring your favorite movies to the big screen.

Python 3.9 Follow-Up, PSF Python Survey 2020, Upcoming pip Changes, Web Scraping, and More

Tuesday, October 13, 2020

Exploring the New Features of Python 3.9 #442 – OCTOBER 13, 2020 VIEW IN BROWSER The PyCoder's Weekly Logo Exploring the New Features of Python 3.9 Python 3.9 has arrived! Real Python contributors

Python 3.9 Released, Rich Comparisons, Streamlit Games, and More

Tuesday, October 6, 2020

Cool New Features in Python 3.9 #441 – OCTOBER 6, 2020 VIEW IN BROWSER The PyCoder's Weekly Logo Cool New Features in Python 3.9 In this course, you'll explore some of the coolest and most

Python for Kids, Next Steps for NumPy, Syntactic Macros, and More

Tuesday, September 29, 2020

Python for Kids #440 – SEPTEMBER 29, 2020 VIEW IN BROWSER The PyCoder's Weekly Logo Python for Kids In this ten part series, senior software engineer Kevin Thomas presents a kid-friendly

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