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Pydantic Alternatives
Similar projects and alternatives to pydantic
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fastapi
FastAPI framework, high performance, easy to learn, fast to code, ready for production
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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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msgspec
A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML
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mathesar
Web application providing an intuitive user experience to databases.
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Onboard AI
Learn any GitHub repo in 59 seconds. Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at www.getonboard.dev.
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Cerberus
Lightweight, extensible data validation library for Python (by pyeve)
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rich
Rich is a Python library for rich text and beautiful formatting in the terminal.
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sqlmodel
SQL databases in Python, designed for simplicity, compatibility, and robustness.
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Pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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starlite
Light, Flexible and Extensible ASGI API framework | Effortlessly Build Performant APIs [Moved to: https://github.com/litestar-org/litestar]
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Home Assistant
:house_with_garden: Open source home automation that puts local control and privacy first.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better pydantic alternative or higher similarity.
pydantic reviews and mentions
Posts with mentions or reviews of pydantic.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-10-19.
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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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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.
- Pydantic 2.0
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[DISCUSSION] What's your favorite Python library, and how has it helped you in your projects?
As for the most utilized and still loved library, that would probably be pydantic, it helps declaring types so convenient - be it dto's, models or just complex arguments - and plays nice with bunch of other libraries from it's own ecosystem.
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popularity behind pydantic
I did read this ... Pydantic Docs.
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Guide to Serverless & Lambda Testing — Part 2 — Testing Pyramid
Schema validations logic — I use Pydantic for input validation and schema validation (boto responses, API responses, input validation, etc.) use cases. The Pydantic schema can contain type and value constraint checks or even more complicated logic with the custom validator code.
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Show HN: Mathesar – open-source collaborative UI for Postgres databases
I haven't because I'm Python biased. ;)
Have you ever tried [Pydantic](https://docs.pydantic.dev) with mypy!? It may be what you need for type safety / data validation.
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A note from our sponsor - InfluxDB
www.influxdata.com | 10 Dec 2023
Stats
Basic pydantic repo stats
163
16,738
9.8
4 days ago
pydantic/pydantic is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of pydantic is Python.
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SaaSHub helps you find the best software and product alternatives
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