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49 changes: 27 additions & 22 deletions pandas/core/indexing.py
Original file line number Diff line number Diff line change
Expand Up @@ -1564,6 +1564,17 @@ def _convert_to_indexer(self, key, axis: int, is_setter: bool = False):
# -------------------------------------------------------------------

def _setitem_with_indexer(self, indexer, value):
"""
_setitem_with_indexer is for setting values on a Series/DataFrame
using positional indexers.

If the relevant keys are not present, the Series/DataFrame may be
expanded.

This method is currently broken when dealing with non-unique Indexes,
since it goes from positional indexers back to labels when calling
BlockManager methods, see GH#12991, GH#22046, GH#15686.
"""

# also has the side effect of consolidating in-place
from pandas import Series
Expand Down Expand Up @@ -1678,24 +1689,19 @@ def _setitem_with_indexer(self, indexer, value):
info_idx = [info_idx]
labels = item_labels[info_idx]

# if we have a partial multiindex, then need to adjust the plane
# indexer here
if len(labels) == 1 and isinstance(
self.obj[labels[0]].axes[0], ABCMultiIndex
):
if len(labels) == 1:
# We can operate on a single column
item = labels[0]
obj = self.obj[item]
index = obj.index
idx = indexer[:info_axis][0]
idx = indexer[0]

plane_indexer = tuple([idx]) + indexer[info_axis + 1 :]
lplane_indexer = length_of_indexer(plane_indexer[0], index)
plane_indexer = tuple([idx])
lplane_indexer = length_of_indexer(plane_indexer[0], self.obj.index)
# lplane_indexer gives the expected length of obj[idx]

# require that we are setting the right number of values that
# we are indexing
if is_list_like_indexer(value) and lplane_indexer != len(value):

if is_list_like_indexer(value) and 0 != lplane_indexer != len(value):
# Exclude zero-len for e.g. boolean masking that is all-false
raise ValueError(
"cannot set using a multi-index "
"selection indexer with a different "
Expand All @@ -1704,12 +1710,11 @@ def _setitem_with_indexer(self, indexer, value):

# non-mi
else:
plane_indexer = indexer[:info_axis] + indexer[info_axis + 1 :]
plane_axis = self.obj.axes[:info_axis][0]
lplane_indexer = length_of_indexer(plane_indexer[0], plane_axis)
plane_indexer = indexer[:1]
lplane_indexer = length_of_indexer(plane_indexer[0], self.obj.index)

def setter(item, v):
s = self.obj[item]
ser = self.obj[item]
pi = plane_indexer[0] if lplane_indexer == 1 else plane_indexer

# perform the equivalent of a setitem on the info axis
Expand All @@ -1721,16 +1726,16 @@ def setter(item, v):
com.is_null_slice(idx) or com.is_full_slice(idx, len(self.obj))
for idx in pi
):
s = v
ser = v
else:
# set the item, possibly having a dtype change
s._consolidate_inplace()
s = s.copy()
s._data = s._data.setitem(indexer=pi, value=v)
s._maybe_update_cacher(clear=True)
ser._consolidate_inplace()
ser = ser.copy()
ser._data = ser._data.setitem(indexer=pi, value=v)
ser._maybe_update_cacher(clear=True)

# reset the sliced object if unique
self.obj[item] = s
self.obj[item] = ser

# we need an iterable, with a ndim of at least 1
# eg. don't pass through np.array(0)
Expand Down