#587 – JULY 25, 2023
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.IO sponsor
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 →
DATAWARS sponsor
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
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
Events
PyTexas Meetup Announced: 100% Virtual, Starting in September
PYTEXAS.ORG • Shared by Mason Egger
PyKla Monthly Meetup
July 26, 2023
MEETUP.COM
Weekly Real Python Office Hours Q&A (Virtual)
July 26, 2023
REALPYTHON.COM
SPb Python Drinkup
July 27, 2023
MEETUP.COM
North Bay Python
July 29 to July 31, 2023
NORTHBAYPYTHON.ORG
PyCon PL 2023
July 29 to August 3, 2023
PYCON.ORG
PyCamp Leipzig 2023
July 29 to July 31, 2023
BARCAMPS.EU
PyDelhi User Group Meetup
July 29, 2023
MEETUP.COM
PythOnRio Meetup
July 29, 2023
PYTHON.ORG.BR
Happy Pythoning!
This was PyCoder’s Weekly Issue #587.
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