Plurrrr

python
2021

2022

python

January

04
Profiling and Analyzing Performance of Python Programs
08
Modeling uncertainty with PyTorch
12
Data-Oriented Programming is dope
13
Problems with testing Python pre-releases and pip caching
14
Python Type Hints - How to Type a Descriptor
15
Make Simple Mocks With SimpleNamespace
15
3 Things You Might Not Know About Numbers in Python
17
Python bytecode explained
17
High ROI Python Patterns (Part 1)
19
How vectorization speeds up your Python code
20
Python Design Patterns
23
Strict Python function parameters
23
Guiding Design Principles
26
The fastest way to read a CSV in Pandas
26
Static Typing Python Decorators
29
Procrastinate: PostgreSQL-based Task Queue for Python
30
Black - The Uncompromising Code Formatter
31
10 Unknown Security Pitfalls for Python
31
Slicing in Python

February

05
Comprehensive Guide to Grouping and Aggregating with Pandas
05
What Is a Python Package?
09
Building Regression Models With PyCaret In 10 Minute
13
Faster Python calculations with Numba
13
How to write better Django code
14
Upcoming Python Features Brought to You by PEPs
15
How to use nftables from python
16
Towards Cleaner Code — A Practical Example
18
Python Project Setup – Virtual Environments and Package Management
22
Data Races in Python, Despite the Global Interpreter Lock
24
Understanding Decorators in Python

March

10
Refactoring a Python Codebase with LibCST
11
A Gentle Introduction to Testing with PyTest
13
Extreme IO performance with parallel Apache Parquet in Python
15
Processing large JSON files in Python without running out of memory
18
The great Python dataframe showdown
23
Please stop writing shell scripts
24
Git crecord
25
Bashing the Bash — Replacing Shell Scripts with Python
28
Pickle Serialization in Data Science: A Ticking Time Bomb
30
What to Expect from Python 3.11?
31
Discovering basic blocks

April

05
Python f-strings Are More Powerful Than You Might Think
07
YAML: The Missing Battery in Python
09
AsyncSSH: Asynchronous SSH for Python
10
Singleton is a bad idea
10
A basic introduction to NumPy's einsum
16
Executing advanced ALTER TABLE operations in SQLite
21
Memray
28
When Python can’t thread: a deep-dive into the GIL’s impact
29
You Should Compile Your Python And Here’s Why
30
We fixed f-string typos in 69 Python repos

May

02
The importance of native type methods in Python
05
PEP 690 – Lazy Imports
08
Scapy: low level packet hacking toolkit for Python
08
Multiple assignment and tuple unpacking
11
PyScript: Python in the Browser
13
Boring Python: dependency management
13
Build a Todo App With PyScript
19
Python Standard Library changes in recent years
23
Compact objects in Python
26
All you need to know about Asterisks in Python
27
Making pip installs a little less slow
28
The unreasonable effectiveness of f‍-‍strings and re.VERBOSE
29
Debugging a mysterious Python crash
30
A Couple Lines To Improve Print-Based Debugging In Loops
30
Pointers, strings, and (im)mutability
31
Everything you need to know about involuntary borgs in Python

June

06
Dates And Times And Types
06
Adding a dunder to an object
08
Beautiful Soup
09
Pandas vectorization: faster code, slower code, bloated memory
10
Raising exceptions or returning error objects in Python
13
How to Mock PostgreSQL with Pytest and pytest-postgresql
14
Python Garbage Collection: What It Is and How It Works
14
Reading Poorly Structured Excel Files with Pandas
15
Illustrating the duality of closures and objects
19
Using Python schema to validate scraped objects
21
Why new Macs break your Docker build, and how to fix it
22
Six things I do every time I start a Django project
25
The Composition Over Inheritance Principle
26
Don't let dicts spoil your code
27
REPL Python programming and debugging with IPython
30
Going from Python to Guile Scheme
30
My Python testing style guide

July

01
Faster routing for Flask & Quart
01
Logging in Python like a PRO 🐍🌴
03
StrictYAML
03
A note on multiple inheritance in Python
05
🐍 5 things you should know about @dataclass
08
Painlessly developing Python on NixOS with pipenv
12
Python struct format explainer
13
Faster, more memory-efficient Python JSON parsing with msgspec
14
Making Heatmaps
18
Announcing Pyston-lite: our Python JIT as an extension module
19
4 Pandas Anti-Patterns to Avoid and How to Fix Them
21
Pretty Maps in Python
22
Typing your way into safety
23
Finding performance bottlenecks in Celery tasks
26
The limits of Python vectorization as a performance technique
28
How to create a Python package in 2022
29
Timsort — the fastest sorting algorithm you’ve never heard of

August

05
7 things I've learned building a modern TUI framework
07
The Definitive Guide To Sitemaps With Python
08
unblob - extract everything!
10
How to Choose the Right Python Concurrency API
10
Creating a JSON logger for Flask
11
Don't Pickle Your Data
13
Connect Pandas to a remote PostgreSQL database via SSH
14
Loading Dangerously: PyYAML and Safety by Design
17
How to Patch Requests to Have a Default Timeout
18
Invasive procedures: Python affordances for performance measurement
20
Uncommon Uses of Python in Commonly Used Libraries
21
The starter toolkit for a python web scraping
22
PuDB: a console-based visual debugger for Python
23
Using Mypy in production at Spring
26
Please do not use Python for tooling
26
Python Match Case is more powerful than you think 🐍🕹
27
Interfaces and Metaclasses in Python

September

01
You Should Be Using Python's Walrus Operator - Here's Why
07
How to send raw network packets in Python with tun/tap
08
TIL: You Can Build Portable Binaries of Python Applications
09
Functional Python, Part I: Typopædia Pythonica
10
Vectorizing impossible operations
15
TIL—Python has a built-in persistent key-value store
17
Metaprogramming in Python
18
Shorter Hacks 16: IPython Autoreload
20
redframes
21
Reproducible Jupyter Notebook with Nix
24
What is Python's "self" Argument, Anyway?
27
Find slow data processing tasks (before your customers do)
28
Making python fast for free - adventures with mypyc
28
Production Tips for Django Apps

October

08
My class is bigger than your class
09
Python Preloaded
09
How to Gradually Add Types for Third Party Packages
12
Python dependency management difficulty is an unhelpful meme
12
Type annotation via automated refactoring
17
Musings on Python Type Hints
21
Create a Progress Bar in Python CLI
21
Python CLI Tricks That Don't Require Any Code Whatsoever
24
Buffers on the edge: Python and Rust
25
Python 3.11.0 is now available
26
All The Ways To Introspect Python Objects at Runtime
28
Early speed optimizations aren’t premature

November

01
Python 3.11 micro-benchmark
03
Good old-fashioned code optimization never goes out of style
06
Getting Started with Google APIs in Python
07
Haskell, Python, and Readability
07
Better Python code grepping with pyastgrep
07
Python List Comprehensions Are More Powerful Than You Might Think
08
Python 3.12 Goals
11
Trie in Python
12
Adding types to a large Python codebase
12
How to Filter Django QuerySets – 15 Examples For Beginners
14
Python, Catastrophic Regular Expressions and the GIL
15
ABI compatibility in Python: How hard could it be?
16
Who controls parallelism? A disagreement that leads to slower code
16
Building TUIs with textual: first impressions
18
A from-scratch tour of Bitcoin in Python