pandera.typing.dask.Index

class pandera.typing.dask.Index(expr)

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

new in 0.8.0

Attributes

axes
columns
dask
default_dtype
divisions	Tuple of npartitions + 1 values, in ascending order, marking the lower/upper bounds of each partition's index.
dtype
dtypes	Return data types
expr
index	Return dask Index instance
is_monotonic_decreasing	Return boolean if values in the object are monotonically decreasing.
is_monotonic_increasing	Return boolean if values in the object are monotonically increasing.
known_divisions	Whether the divisions are known.
loc	Purely label-location based indexer for selection by label.
name
nbytes	Number of bytes
ndim	Return dimensionality
npartitions	Return number of partitions
partitions	Slice dataframe by partitions
shape	Return a tuple representing the dimensionality of the DataFrame.
size	Size of the Series or DataFrame as a Delayed object.
values	Return a dask.array of the values of this dataframe

Methods