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 ⭐️ (New)

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!