pandera.dtypes.Float

class pandera.dtypes.Float

Semantic representation of a floating data type.

Attributes

auto_coerce	Whether to force coerce to be True in all cases
bit_width	Number of bits used by the machine representation.
continuous	Whether the number data type is continuous.
exact	Whether the data type is an exact representation of a number.
type

Methods

__init__()

check(pandera_dtype, data_container=None)

Check that pandera DataType are equivalent.

Parameters:

• pandera_dtype (DataType) – Expected DataType.

• data_container (UnionType[Any, None]) – Data container, used by data types that require the actual data for validation.

Return type:

Union[bool, Iterable[bool]]

Returns:

boolean scalar or iterable of boolean scalars, indicating which elements passed the check.

coerce(data_container)

Coerce data container to the data type.

coerce_value(value)

Coerce an value to a particular type.

try_coerce(data_container)

Coerce data container to the data type, raises a ParserError if the coercion fails :raises: ParserError: if coercion fails

__call__(data_container)

Coerce data container to the data type.