textual
pydantic
textual | pydantic | |
---|---|---|
149 | 167 | |
23,618 | 18,854 | |
1.5% | 3.3% | |
9.9 | 9.8 | |
2 days ago | 3 days ago | |
Python | Python | |
MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
textual
- Harlequin: SQL IDE for Your Terminal
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Should you add screenshots to documentation?
The Textual project has a lot of screenshots in its documentation. These screenshots are built with the docs, so they are always up to date.
https://textual.textualize.io/
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PysimpleGUI
Textual[0] does this for CLI apps. That’s not for full GUI apps, but it’s very DOM-like, uses CSS selectors, etc. and a cool option when it meets your needs.
[0] https://github.com/Textualize/textual
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Using the Curses library on Windows - Terminal Display & Keys Input
For future projects that need a TUI beyond normal printing to a terminal, I'd recommend taking a look at Textual.
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"<ESC>[31M"? ANSI Terminal security in 2023 and finding 10 CVEs
https://jupyterbook.org/en/stable/content/code-outputs.html#...
`less -R` is not the default.
FWIW, textual (and urwid) does ANSII escape codes well: https://github.com/Textualize/textual
touch file$'\n'name
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logmerger - Text UI to view multiple log files with unified time scale
After installing logmerger, you can run a self-contained demo by running logmerger --demo, to view two log files before and after they are merged, and to play with the user-interface features provided by textual.
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Ask HN: Why Did Python Win?
I think it just survived naturally, filling in the cracks left by Java / C++.
And not the era of Textual (https://textual.textualize.io/) is here, python may get the spotlight even more.
- FLaNK Stack Weekly for 21 August 2023
- Textual: Rapid Application Development Framework for Python
pydantic
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Advanced RAG with guided generation
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.
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utype VS pydantic - a user suggested alternative
2 projects | 15 Feb 2024
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
- Pydantic v2 ruined the elegance of Pydantic v1
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Ask HN: Pydantic has too much deprecation. Why is it popular?
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
- OpenAI uses Pydantic for their ChatCompletions API
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🍹GinAI - Cocktails mixed with generative AI
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.
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FastStream: Python's framework for Efficient Message Queue Handling
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.
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Introducing FastStream: the easiest way to write microservices for Apache Kafka and RabbitMQ in Python
Pydantic Validation: Leverage Pydantic's validation capabilities to serialize and validate incoming messages
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Cannot get Langchain to work
Not sure if it is exactly related, but there is an open issue on Github for that exact message.
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FastAPI 0.100.0:Release Notes
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.
What are some alternatives?
pytermgui - Python TUI framework with mouse support, modular widget system, customizable and rapid terminal markup language and more!
Cerberus - Lightweight, extensible data validation library for Python
rich - Rich is a Python library for rich text and beautiful formatting in the terminal.
nexe - 🎉 create a single executable out of your node.js apps
python-prompt-toolkit - Library for building powerful interactive command line applications in Python
msgspec - A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML
urwid - Console user interface library for Python (official repo)
SQLAlchemy - The Database Toolkit for Python
asciimatics - A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII art animations
sqlmodel - SQL databases in Python, designed for simplicity, compatibility, and robustness.
npyscreen - Automatically exported from code.google.com/p/npyscreen
mypy - Optional static typing for Python