Core

Schemas

pandera.schemas.DataFrameSchema

A light-weight pandas DataFrame validator.

pandera.schemas.SeriesSchema

Series validator.

Schema Components

pandera.schema_components.Column

Validate types and properties of DataFrame columns.

pandera.schema_components.Index

Validate types and properties of a DataFrame Index.

pandera.schema_components.MultiIndex

Validate types and properties of a DataFrame MultiIndex.

Checks

pandera.checks.Check

Check a pandas Series or DataFrame for certain properties.

pandera.hypotheses.Hypothesis

Special type of Check that defines hypothesis tests on data.