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Folium, 6502 Emulator, Pystack, and More

#587 – JULY 25, 2023 VIEW IN BROWSER
The PyCoder’s Weekly Logo
Creating Web Maps From Your Data With Python Folium
You’ll learn how to create web maps from data using Folium. The package combines Python’s data-wrangling strengths with the data-visualization power of the JavaScript library Leaflet. In this video course, you’ll create and style a choropleth world map showing the ecological footprint per country.
REAL PYTHON course

Writing a 6502 Emulator in Python
The 6502 processor from Motorola was quite popular and could be found in the Nintendo and Sega consoles as well as the Commodore 64. This very detailed article shows you how to build an emulator for the processor in Python.
DAILYSTUFF

CTF 101 Workshop | Aug 3 @ 11am EDT | Register for Free
Did you know Snyk can be used to solve CTF challenges? Join Snyk’s CTF 101 Workshop to learn how, and get live support from CTF experts in the virtual hands-on lab as you solve your first challenge. Plus, (ISC)2 members will get 1 credit. Save your spot →
SNYK.IOsponsor

Debugging Crashes and Deadlocks in Python Using PyStack
Using PyStack’s “forbidden magic” to debug deadlocks, segmentation faults, crashes and other difficult bugs in Python
MARTINHEINZ.DEV • Shared by Martin Heinz

Cython 3.0.0 Released
CYTHON.READTHEDOCS.IO


Discussions


PEP 722: Dependency Specification for Single-File Scripts
PYTHON.ORG


Articles & Tutorials


Profiling in Python: How to Find Performance Bottlenecks
In this tutorial, you’ll learn how to profile your Python programs using numerous tools available in the standard library, third-party libraries, as well as a powerful tool foreign to Python. Along the way, you’ll learn what profiling is and cover a few related concepts.
REAL PYTHON

python-mastery: Advanced Python Mastery
This exercise-driven course is built on top of a GitHub repo, getting you to work along with the provided exercises. The course is aimed at Python programmers who are comfortable with the language basics and want to add depth to their practice.
DAVID BEAZLEY

DataWars: Practice Data Science with Real Life Projects
DataWars’s platform includes +100 of Data Science projects to practice Pandas, Scikit-Learn, SQL and much more, in an interactive, ready to use environment. Create an account for free and start your challenge →
DATAWARSsponsor

How Netflix Does Failovers in 7 Minutes Flat
Netflix decreased the time it takes to respond to an outage from 45 minutes to seven with no additional cost. This article talks about how they hot-swap processes and reserve compute time to ensure a quick response to outages.
AMJITH RAMANUJAM

A Taste of Iteration in Python
Any object that implements the iterator interface can be used in a for loop, but just how does that work? This article shows you how the iterator protocol is used and how you can write your own compatible objects.
BITE CODE

A Practical Guide to Metaprogramming in Python
This article is a high-level overview of the various types of meta-programming available in Python, including decorators, metaclasses, built-in introspection keywords, and dynamic code generation.
KARISHMA SHUKLA

Advanced Python Tips for Development
You’re starting out in Python and you think you’ve got the language basics down. Where next? This article introduces you to comprehensions. generators, zip, context managers, and more.
SCOFIELD IDEHEN

Writing Python With VScode and Docker
A step-by-step guide on how to set up a Python environment using VSCode and Docker. It explains why you’d use these tools at all, and walks you through what you need to get them going.
GITHUB.COM/RAMIKRISPIN

Comprehensive Guide to Linting With Ruff
The ruff linter is growing in popularity, partially because of its speed. This article walks you through all its flags and how to use it to improve your Python code quality.
ZOO CODES

How to Work With Time Series in Python
A look at why Python is a great language for time-series analysis with tips on how to get started.
ANBER ARIF


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 →

lets-plot: Plotting Library for Statistical Data
GITHUB.COM/JETBRAINS

joypy: A Dialect of Joy in Python
GITHUB.COM/CALROC

awesome-python-htmx: Curated List of Python / HTMX
GITHUB.COM/PYHAT-STACK

pytest-cov: Coverage Plugin for Pytest
GITHUB.COM/PYTEST-DEV

tinyvector: A Tiny Nearest-Neighbor Embedding Database
GITHUB.COM/0HQ

📆🐍 Upcoming Python Events


PyTexas Meetup Announced: 100% Virtual, Starting in September


PyKla Monthly Meetup
 July 26, 2023

Weekly Real Python Office Hours Q&A (Virtual)
 July 26, 2023

SPb Python Drinkup
 July 27, 2023

North Bay Python
 July 29 to July 31, 2023

PyCon PL 2023
 July 29 to August 3, 2023

PyCamp Leipzig 2023
 July 29 to July 31, 2023

PyDelhi User Group Meetup
 July 29, 2023

PythOnRio Meetup
 July 29, 2023
Happy Pythoning!
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Mazes, Organizing Monoliths, Passing NumPy Arrays, and More

Tuesday, July 18, 2023

Mazes in Python Part 2: Storing and Solving #586 – JULY 18, 2023 VIEW IN BROWSER The PyCoder's Weekly Logo Mazes in Python Part 2: Storing and Solving In part two of this two-part project, you'

Python 3.12 Profiler, Netflix, Numba Vectorize, and More

Tuesday, July 11, 2023

Python 3.12 Preview: Support for the Linux Perf Profiler #585 – JULY 11, 2023 VIEW IN BROWSER The PyCoder's Weekly Logo Python 3.12 Preview: Support for the Linux Perf Profiler Python 3.12 will be

Fast range(), Alternate Interpreters, PSF Security Dev, and More

Tuesday, July 4, 2023

Why Are Membership Tests So Fast for `range()` in Python? #584 – JULY 4, 2023 VIEW IN BROWSER The PyCoder's Weekly Logo Why Are Membership Tests So Fast for range() in Python? In Python, range() is

Search DSLs, CircuitPython, Debugging Kubernetes, and More

Tuesday, June 27, 2023

Building Search DSLs With Django #583 – JUNE 27, 2023 VIEW IN BROWSER The PyCoder's Weekly Logo Building Search DSLs With Django A Domain Specific Language is a small language for a particular

Faster Python Plan, Community, Hating AsyncIO, and More

Tuesday, June 20, 2023

Faster Python 3.13 Plan #582 – JUNE 20, 2023 VIEW IN BROWSER The PyCoder's Weekly Logo Faster Python 3.13 Plan This brief outline highlights the plan for the faster CPython project for the 3.13

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