pandera.model.BaseConfig

class pandera.model.BaseConfig

Bases: object

Define DataFrameSchema-wide options.

new in 0.5.0

Attributes

coerce	coerce types of all schema components
description	arbitrary textual description
dtype	datatype of the dataframe.
from_format	data format before validation.
from_format_kwargs	a dictionary keyword arguments to pass into the reader function that converts the object of type from_format to a pandera-validate-able data structure.
multiindex_coerce	coerce types of all MultiIndex components
multiindex_name	name of multiindex
multiindex_ordered	validate MultiIndex in order
multiindex_strict	make sure all specified columns are in validated MultiIndex - if "filter", removes indexes not specified in the schema
name	name of schema
ordered	validate columns order
strict	make sure all specified columns are in the validated dataframe - if "filter", removes columns not specified in the schema
title	human-readable label for schema
to_format	data format to serialize into after validation.
to_format_kwargs	a dictionary keyword arguments to pass into the writer function that converts the pandera-validate-able object to type to_format.
unique	make sure certain column combinations are unique
unique_column_names	make sure dataframe column names are unique