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News & links about Python programming. https://pythonhub.dev/

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pls pls is a better ls for developers. https://github.com/dhruvkb/pls

Creating a Zelda style game in Python A Zelda-style RPG in Python that includes a lot of elements you need for a sophisticated game like graphics and animations, fake depth; upgrade mechanics, a level map and quite a bit more. https://www.youtube.com/watch?v=QU1pPzEGrqw

Deploy Django into Production with Kubernetes, Docker, & Github Actions https://www.youtube.com/watch?v=NAOsLaB6Lfc

jonaswinkler / paperless-ng A supercharged version of paperless: scan, index and archive all your physical documents https://github.com/jonaswinkler/paperless-ng

How we optimized Python API server code 100x Some of the tricks we used to speed up calls to our analytical API written in Python: played with asyncio, messed with SQLAlchemy, hacked deep in asyncpg, rewrote parts in Cython, found better data structures, replaced some pandas with pure numpy. https://t.co/jiRKVYHkl0

Black, the uncompromising Python code formatter, is stable https://pypi.org/project/black/

Building for Balance How Instacart Marketplace team developed a unified marketplace balancing engine with machine learning and optimization https://tech.instacart.com/building-for-balance-e61fb9511893

cython / cython The most widely used Python to C compiler https://github.com/cython/cython

Kaldi Speech Recognition for Beginners - A Simple Tutorial Want to learn how to use Kaldi for Speech Recognition? Check out this simple tutorial to start transcribing audio in minutes. https://www.assemblyai.com/blog/kaldi-speech-recognition-for-beginners-a-simple-tutorial/

Python sets, frozensets, and literals https://lwn.net/SubscriberLink/881599/defedbadb1a684b2/

Show HN: SPyQL – SQL with Python in the middle https://github.com/dcmoura/spyql

The fastest way to read a CSV in Pandas You have a large CSV, you’re going to be reading it in to Pandas—but every time you load it, you have to wait for the CSV to load. And that slows down your development feedback loop, and might meaningfully slows down your production processing. In this post, learn the fastest way to read a CSV in to Pandas. https://pythonspeed.com/articles/pandas-read-csv-fast/

FastAPI and cooperative multi-threading Cal Paterson wrote a great article comparing and describing synchronous and asynchronous Python frameworks and explaining why asynchronous frameworks go a bit wobbly under load. This is a story of how we experienced wobbliness in a recent project. https://aivarsk.com/2022/01/21/fastapi-concurrency/

Textualize / textual Textual is a TUI (Text User Interface) framework for Python inspired by modern web development. https://github.com/Textualize/textual

Dealing with YAML with arbitrary tags in Python https://death.andgravity.com/any-yaml