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13 changes: 10 additions & 3 deletions cdisc_rules_engine/check_operators/dataframe_operators.py
Original file line number Diff line number Diff line change
Expand Up @@ -624,9 +624,16 @@ def contains_case_insensitive(self, other_value):
comparison_data, self.value[target]
)
elif self.value.is_series(comparison_data):
results = self._series_is_in(
self.convert_string_data_to_lower(self.value[target]),
self.convert_string_data_to_lower(comparison_data),
# column vs column case: perform element-wise case-insensitive substring check
target_series = self.convert_string_data_to_lower(self.value[target])
comparison_series = self.convert_string_data_to_lower(comparison_data)
results = target_series.combine(
comparison_series,
lambda t, c: (
vectorized_case_insensitive_is_in(c, [t])[0]
if pd.notna(t) and pd.notna(c)
else False
),
)
else:
results = vectorized_case_insensitive_is_in(
Expand Down
50 changes: 46 additions & 4 deletions tests/unit/test_check_operators/test_containment_checks.py
Original file line number Diff line number Diff line change
Expand Up @@ -34,14 +34,20 @@ def test_contains(data, comparator, dataset_type, expected_result):
"data,comparator,dataset_type,expected_result",
[
(
{"target": ["Ctt", "Btt", "A"], "VAR2": ["a", "btt", "lll"]},
{"target": ["A", "Btt", "Ctt"], "VAR2": ["a", "btt", "lll"]},
"VAR2",
DaskDataset,
[True, True, False],
),
(
{"target": [["A", "B", "C"], ["A", "B", "L"], ["L", "Q", "R"]]},
"l",
{
"target": [
["A", "B", "C"],
["A", "left hind limb", "L"],
["L", "NON-ULCERATED left hind limb", "R"],
]
},
"LEFT HIND LIMB",
PandasDataset,
[False, True, True],
),
Expand Down Expand Up @@ -86,7 +92,7 @@ def test_does_not_contain(data, comparator, dataset_type, expected_result):
"data,comparator,dataset_type,expected_result",
[
(
{"target": ["Ctt", "Btt", "A"], "VAR2": ["a", "btt", "lll"]},
{"target": ["A", "Btt", "Ctt"], "VAR2": ["a", "btt", "lll"]},
"VAR2",
DaskDataset,
[False, False, True],
Expand Down Expand Up @@ -600,3 +606,39 @@ def test_is_column_of_iterables(column_data, expected):
dataframe_operator = DataframeType({"value": df})
result = dataframe_operator.is_column_of_iterables(df["col"])
assert result == expected


@pytest.mark.parametrize(
"data,target_col,comparator_col,dataset_type,expected_result",
[
(
{
"PMSTRESC": [
"2.0",
"2.0",
"NON-ULCERATED left hind limb",
"LEFT LEG",
],
"PMLOC": [
"LEFT HIND LIMB ",
"LEFT HIND LIMB ",
"LEFT HIND LIMB",
"left leg",
],
},
"PMSTRESC",
"PMLOC",
PandasDataset,
[False, False, True, True],
),
],
)
def test_contains_case_insensitive_column_vs_column(
data, target_col, comparator_col, dataset_type, expected_result
):
df = dataset_type.from_dict(data)
dataframe_operator = DataframeType({"value": df})
result = dataframe_operator.contains_case_insensitive(
{"target": target_col, "comparator": comparator_col}
)
assert result.equals(df.convert_to_series(expected_result))
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