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 SchemaModels 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 SchemaModels 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!