Integrations

Pandera ships with integrations with other tools in the Python ecosystem, with the goal of interoperating with libraries that you know and love.

FastAPI	Use pandera DataFrameModels in your FastAPI app
Frictionless	Convert frictionless schemas to pandera schemas
Hypothesis	Use the hypothesis library to generate valid data under your schema’s constraints.
Mypy	Type-lint your pandas and pandera code with mypy for static type safety [experimental 🧪]
Pydantic	Use pandera DataFrameModels when defining your pydantic BaseModels

Note

Don’t see a library that you want supported? Check out the github issues to see if that library is in the roadmap. If it isn’t, open up a new issue to add support for it!