DataFrame Models#

DataFrame Model#

Model Components#

pandera.api.pandas.model_components.Field(*)

Used to provide extra information about a field of a DataFrameModel.

pandera.api.pandas.model_components.check(*fields)

Decorator to make DataFrameModel method a column/index check function.

pandera.api.pandas.model_components.dataframe_check([_fn])

Decorator to make DataFrameModel method a dataframe-wide check function.

Typing#

pandera.typing

Typing module.

Config#

pandera.api.pandas.model_config.BaseConfig

Define DataFrameSchema-wide options.