Verb ungroup
ungroup(__data)
Return an ungrouped DataFrame.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
__data |
The data being ungrouped. |
required |
Examples:
>>> from siuba import _, group_by, ungroup
>>> from siuba.data import cars
>>> g_cyl = cars.groupby("cyl")
>>> res1 = ungroup(g_cyl)
>>> res2 = cars >> group_by(_.cyl) >> ungroup()
Source code in siuba/dply/verbs.py
@singledispatch2((pd.DataFrame, DataFrameGroupBy))
def ungroup(__data):
"""Return an ungrouped DataFrame.
Parameters
----------
__data:
The data being ungrouped.
Examples
--------
>>> from siuba import _, group_by, ungroup
>>> from siuba.data import cars
>>> g_cyl = cars.groupby("cyl")
>>> res1 = ungroup(g_cyl)
>>> res2 = cars >> group_by(_.cyl) >> ungroup()
"""
# TODO: can we somehow just restore the original df used to construct
# the groupby?
if isinstance(__data, pd.DataFrame):
return __data
elif isinstance(__data, DataFrameGroupBy):
return __data.obj
else:
raise TypeError(f"Unsupported type {type(__data)}")