SwiftBar VS pydantic

I don't know if this supports your use case, but look into SwiftBar. https://github.com/swiftbar/SwiftBar

I’m in a similar boat. Only one external monitor on an M1 Studio. Every time I restart, GeekTool cannot find the monitor, so I have to manually move all 10 of my geeklets to the main monitor. I looked into moving them via script, but was unsuccessful because the monitor id was inexplicably not identical on geektool’s side between launches (I gather this is a known issue from the developer). Sadly, I have been unable to find an app that sufficiently replicates GeekTools functionality. That being said, I have moved some of my scripts to SwiftBar where they are accessible via the menu bar instead of displayed on the desktop. Works fine for simple text stuff, but not my more graphical calendar. I’m saving this post though, because I still want a true fix/replacement for GeekTool.

https://github.com/swiftbar/SwiftBar - Powerful macOS menu bar customization tool

As many of you, I obsess over the current metrics of my TMHI modem. Opening the app to check it is too cumbersome. On MacOS there is a cool free utility that allows simple scripts to run in the menu called SwiftBar (get it here: https://github.com/swiftbar/SwiftBar )

Maybe swiftbar?

I am sure you could create a stock ticker with SwiftBar https://swiftbar.app. SwiftBar has plugins which write to the menubar using shell scripts. And there are already some stock ticker plugins - I am sure you could modify one of them to meet your needs.

First, note the method prefix_allowed_tokens_fn. This method applies a Pydantic model to constrain/guide how the LLM generates tokens. Next, see how that constrain can be applied to txtai's LLM pipeline.

utype is a concise alternative of pydantic with simplified parameters and usages, supporting both sync/async functions and generators parsing, and capable of using native logic operators to define logical types like AND/OR/NOT, also provides custom type parsing by register mechanism that supports libraries like pydantic, attrs and dataclasses

I like some of the changes from v1 to v2. But then you have something like this [0] removed from the library without proper documentation or replacement, resulting in ugly workarounds in the link that wont' work properly.

[0]: https://github.com/pydantic/pydantic/discussions/6337

The easiest implementation I found was to use a PyDantic class for my target schema — and use that as a parameter for the method call to “ChatCompletion.create()”. Here’s a fragment of the GinAI Python classes used.

Also, FastStream uses Pydantic to parse input JSON-encoded data into Python objects, making it easy to work with structured data in your applications, so you can serialize your input messages just using type annotations.

Pydantic Validation: Leverage Pydantic's validation capabilities to serialize and validate incoming messages

Not sure if it is exactly related, but there is an open issue on Github for that exact message.

Well the performance increase is so huge because pydantic1 is really really slow. And for using rust, I'd have expected more tbh…

I've been benchmarking pydantic v2 against typedload (which I write) and despite the rust, it still manages to be slower than pure python in some benchmarks.

The ones on the website are still about comparing to v1 because v2 was not out yet at the time of the last release.

pydantic's author will refuse to benchmark any library that is faster (https://github.com/pydantic/pydantic/pull/3264 https://github.com/pydantic/pydantic/pull/1525 https://github.com/pydantic/pydantic/pull/1810) and keep boasting about amazing performances.

On pypy, v2 beta was really really really slow.