pandera.typing.modin.Series

class pandera.typing.modin.Series(data=None, index=None, dtype=None, name=None, copy=None, fastpath=<no_default>, query_compiler=None)

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

new in 0.8.0

Attributes

T	Return the transpose, which is by definition self.
array	Return the ExtensionArray of the data backing this Series or Index.
at	Get a single value for a row/column label pair.
attrs	Return dictionary of global attributes of this dataset.
axes	Return a list of the row axis labels.
default_dtype
dtype	Return the dtype object of the underlying data.
dtypes	Return the dtype object of the underlying data.
empty	Indicate whether Series is empty.
flags	Get the properties associated with this pandas object.
hasnans	Return True if Series has any nans.
iat	Get a single value for a row/column pair by integer position.
iloc	Purely integer-location based indexing for selection by position.
index	Get the index for this DataFrame.
is_monotonic_decreasing	Return True if values in the Series are monotonic_decreasing.
is_monotonic_increasing	Return True if values in the Series are monotonic_increasing.
is_unique	Return True if values in the Series are unique.
loc	Get a group of rows and columns by label(s) or a boolean array.
name	Get the value of the name property.
nbytes	Return the number of bytes in the underlying data.
ndim	Return the number of dimensions of the underlying data, by definition 1.
plot	Make plot of Series.
shape	Return a tuple of the shape of the underlying data.
size	Return an int representing the number of elements in this BasePandasDataset object.
values	Return Series as ndarray or ndarray-like depending on the dtype.

Methods