pandera.typing.dask.Series

class pandera.typing.dask.Series(expr)[source]

Representation of pandas.Series, 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