pandera.typing.Index

class pandera.typing.Index(data=None, dtype=None, copy: bool = False, name=None, tupleize_cols: bool = True)

Representation of pandas.Index, only used for type annotation.

new in 0.5.0

Attributes

T	Return the transpose, which is by definition self.
array	The ExtensionArray of the data backing this Series or Index.
default_dtype
dtype	Return the dtype object of the underlying data.
empty
has_duplicates	Check if the Index has duplicate values.
hasnans	Return True if there are any NaNs.
inferred_type	Return a string of the type inferred from the values.
is_monotonic_decreasing	Return a boolean if the values are equal or decreasing.
is_monotonic_increasing	Return a boolean if the values are equal or increasing.
is_unique	Return if the index has unique values.
name	Return Index or MultiIndex name.
names
nbytes	Return the number of bytes in the underlying data.
ndim	Number of dimensions of the underlying data, by definition 1.
nlevels	Number of levels.
shape	Return a tuple of the shape of the underlying data.
size	Return the number of elements in the underlying data.
values	Return an array representing the data in the Index.

Methods