pandera.api.dataframe.model_components.ParsedFieldInfo¶

class pandera.api.dataframe.model_components.ParsedFieldInfo(checks=None, parses=None, nullable=False, nullable_explicit=False, required=None, unique=False, coerce=False, regex=False, alias=None, check_name=None, dtype_kwargs=None, title=None, description=None, default=None, metadata=None, on_missing=None)[source]¶

A FieldInfo that also declares how its column is derived.

__init__(checks=None, parses=None, nullable=False, nullable_explicit=False, required=None, unique=False, coerce=False, regex=False, alias=None, check_name=None, dtype_kwargs=None, title=None, description=None, default=None, metadata=None, on_missing=None)[source]¶

Methods

`__init__`([checks, parses, nullable, ...])
`column_properties`(dtype[, checks, parsers, ...])	Create a schema_components.Column from a field.
`index_properties`(dtype[, checks, parsers, ...])	Create a schema_components.Index from a field.

Attributes

`parser`
`source`
`on_error`
`alias`
`check_name`
`checks`
`coerce`
`default`
`description`
`dtype_kwargs`
`metadata`
`name`	Return the name of the field used in the data container object.
`nullable`
`nullable_explicit`
`on_missing`
`original_name`
`parses`
`properties`	Get column properties.
`regex`
`required`
`required_explicit`
`title`
`unique`