pandera.typing.dask.DataFrame

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

Representation of dask.dataframe.DataFrame, 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.

dtypes

Return data types

empty

expr

iloc

Purely integer-location based indexing for selection by position.

index

Return dask Index instance

known_divisions

Whether the divisions are known.

loc

Purely label-location based indexer for selection by label.

nbytes

ndim

Return dimensionality

npartitions

Return number of partitions

partitions

Slice dataframe by partitions

shape

size

Size of the Series or DataFrame as a Delayed object.

values

Return a dask.array of the values of this dataframe

Methods