aioredis VS pillow

First, it was aioredis library. We are using sentinel based client because with this we can achieve failover easily. Aioredis spawn pool of connections, that transparently reconnects (and here third thing — FOREVER, hello DDOS) to our sentinel nodes, and then to master node. It supposed to do so. Also, we found that if you are not limiting maximum connections count, library will do it for you and set it as 2 ** 31 (here you can see it) — this is fourth thing. Furthermore, pool in our version (2.0.1) not closing automatically, and it makes the problem worse.

I'm hoping to leverage Redis with my project, and I was curious as to if anyone had any general pointers as to how best to manage the DB connection. I'm using aioredis such that I can leverage the async functionality, but I haven't been very happy with the library's documentation surrounding how best to leverage the connection pool. Most of the examples create and tear down the pool immediately without showing how best to manage its lifespan.

The Python Imaging Library (PIL)'s flexible fork, Pillow

"down" could be a good name for a python image library plugin/extension.

https://github.com/python-pillow/Pillow

The final image is a created using the Pillow Python imaging library, and is comprised of

I've been searching for Native Python Support of JXL and the latest posts (Pillow 1, Pillow 2) and packages are from about 2 years ago.

I may have sent you on a bit of a wild goose chase here, sorry mate.. It appears like PIL may not use libpng at all, or that it is only used on Windows for some reason. There is PngImagePlugin written in pure python and uses zlib: https://github.com/python-pillow/Pillow/blob/main/src/PIL/PngImagePlugin.py

Pillow - https://github.com/python-pillow/Pillow

but the Python Pillow library cannot

I was able to build a simple base image using Canva. Then, I overlayed the text using Pillow. Working with text on images is somwhat complicated to get perfect so I opted to create 4 categories and a ratio for each one.

Lets break down the problem space (this should be your first step with any program anyway). You'd need something that can sample pixel data from your display. For that I'd use something like Pillow. Then, for generating your simulated input events (mouse clicks/movement, keypresses, etc...) something like Pynput should suffice.