Pro-Tip: Powerful library for schema validation and data sanity
Pydantic — the most widely used data validation library for Python
Simplify Validation and Serialization with Type Hints Pydantic streamlines schema validation and serialization using type annotations, making it a breeze to work with your favorite IDE and static analysis tools.
Swift and Speedy Validation Pydantic boasts a lightning-fast validation engine, powered by Rust. Experience top-tier performance in Python data validation.
JSON Schema Integration Unlock easy integration with other tools by letting Pydantic models emit JSON Schemas. Seamlessly connect your data to the wider ecosystem.
Flexible Validation Modes Choose between strict and lax modes to suit your needs. In strict mode, data remains unaltered, while lax mode gently coerces data to the correct type when needed.
Standard Type Support Pydantic has your back when it comes to standard library types, including dataclasses and TypedDict.
Customization Galore Tailor your data processing with Pydantic’s custom validators and serializers, offering powerful customization options.
Thriving Ecosystem Join the community of over 8,000 PyPI packages that rely on Pydantic. Popular libraries like FastAPI, huggingface, Django Ninja, SQLModel, and LangChain already trust Pydantic.
Battle-Tested and Trusted Pydantic is a powerhouse, downloaded over 70 million times per month and embraced by FAANG companies and 20 of the 25 largest NASDAQ-listed companies. Your Pydantic journey is well-trodden; chances are someone has already paved the way.
Stay tuned for more powerful library updates and tips! 🚀 #TechFeedsNewsletter #pydantic
