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BUG: Assigning boolean series with logical indexer #60127

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BUG: Assigning boolean series with logical indexer #60127

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5dba4cc
extra check when casting to boolean
SpoopyPillow Oct 30, 2024
f431efc
full check for casting to boolean
SpoopyPillow Oct 30, 2024
50f9a20
specify bug
SpoopyPillow Oct 30, 2024
8100987
Merge branch 'main' into bug_boolean_series_with_logical_indexer
SpoopyPillow Oct 30, 2024
6366303
fixed comparison with 1 and 0
SpoopyPillow Oct 30, 2024
a4316e1
Merge branch 'bug_boolean_series_with_logical_indexer' of https://git…
SpoopyPillow Oct 30, 2024
592fc5d
return casted as bool
SpoopyPillow Oct 30, 2024
14daddf
using lib is_bool to check for bool
SpoopyPillow Oct 30, 2024
d1548b0
made element iterable
SpoopyPillow Oct 30, 2024
aee48c9
ravel instead of flatten
SpoopyPillow Oct 30, 2024
079c403
more efficient check
SpoopyPillow Oct 31, 2024
e8c1025
added test case
SpoopyPillow Oct 31, 2024
0232b8b
format
SpoopyPillow Oct 31, 2024
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7 changes: 6 additions & 1 deletion pandas/core/dtypes/cast.py
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Original file line number Diff line number Diff line change
Expand Up @@ -110,7 +110,6 @@
TimedeltaArray,
)


_int8_max = np.iinfo(np.int8).max
_int16_max = np.iinfo(np.int16).max
_int32_max = np.iinfo(np.int32).max
Expand Down Expand Up @@ -1918,7 +1917,13 @@ def np_can_hold_element(dtype: np.dtype, element: Any) -> Any:
# i.e. there are pd.NA elements
raise LossySetitemError
return element
# GH 57338
# Check boolean array set as object type
comp = [lib.is_bool(e) for e in np.array([element]).ravel()]
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I suspect this implementation can be very slow. What is this trying to achieve?

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@SpoopyPillow SpoopyPillow Oct 30, 2024 •
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Agreed. I'm trying to avoid sending a LossySetitemError when I want to cast an array of booleans that is set as an object type. So if I passed in array([True, False, True], dtype=object) to cast to a boolean dtype, the original code would raise a LossySetitemError. I basically just go through the array and check make sure each element is a boolean.

I had originally tried doing something similar to the other if statements (for different types) where they did casted = dtype.type(element) and directly checked using casted == element, but that doesn't work for boolean arrays because (array([1, 1, 1]) == array([True, True, True])).all() is True

if all(comp):
return element.astype("bool")
raise LossySetitemError

if lib.is_bool(element):
return element
raise LossySetitemError
Expand Down
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