Fast JSON schema for Python
PyValico
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Fast JSON schema for Python | PyValico | |
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1 | - | |
431 | 5 | |
- | - | |
5.8 | 0.0 | |
about 2 months ago | almost 5 years ago | |
Python | Rust | |
BSD 3-clause "New" or "Revised" License | MIT License |
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Fast JSON schema for Python
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I wrote okjson - A fast, simple, and pythonic JSON Schema Validator
I had a requirement to process and validate large payloads of JSON concurrently for a web service, initially I implemented it using jsonschema and fastjsonschema but I found the whole JSON Schema Specification to be confusing at times and on top of that wanted better performance. Albeit there are ways to compile/cache the schema, I wanted to move away from the schema specification so I wrote a validation library inspired by the design of tiangolo/sqlmodel (type hints) to solve this problem easier.
PyValico
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Tracking mentions began in Dec 2020.
What are some alternatives?
marshmallow - A lightweight library for converting complex objects to and from simple Python datatypes.
Trafaret - Ultimate transformation library that supports validation, contexts and aiohttp.
jsonschema - JSON Schema validation library
jsons - 🐍 A Python lib for (de)serializing Python objects to/from JSON
cattrs - Composable custom class converters for attrs.
pysimdjson - Python bindings for the simdjson project.
ultrajson - Ultra fast JSON decoder and encoder written in C with Python bindings
serpy - ridiculously fast object serialization
pySHACL - A Python validator for SHACL
lupin is a Python JSON object mapper - Python document object mapper (load python object from JSON and vice-versa)