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