Pydantic Insights

What is Pydantic?

Pydantic is a Python library primarily used for data validation and settings management using Python type annotations. It enforces type hints at runtime, ensuring data conforms to expected structures and types. This is particularly useful for parsing JSON data, validating API request/response bodies, and defining configuration models, resulting in cleaner, more reliable code by catching data errors early in the development process.

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What other technologies are related to Pydantic?

Pydantic Complementary Technologies

Pymongo

Pymongo is the official MongoDB driver for Python. Pydantic can be used to serialize data from a Pymongo collection into a Pydantic model, which provides structure and validation.

mentioned alongside Pydantic in 38% (166) of relevant job posts

mypy

Mypy is a static type checker for Python. Pydantic uses type hints heavily, making mypy a valuable tool for ensuring type correctness in Pydantic-based applications.

mentioned alongside Pydantic in 32% (192) of relevant job posts

SQLAlchemy

SQLAlchemy works well with Pydantic for defining database models and handling data serialization/deserialization between the database and application.

mentioned alongside Pydantic in 7% (546) of relevant job posts