How to use test_lazy_dataframe_unique method in pandera

Best Python code snippet using pandera_python

test_schemas.py

Source:test_schemas.py Github

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...1091 )1092 schema = schema_cls(checks=check)1093 with pytest.raises(errors.SchemaErrors):1094 schema(data, lazy=True)1095def test_lazy_dataframe_unique() -> None:1096 """Tests the lazy evaluation of the unique keyword"""1097 data = pd.DataFrame.from_dict(1098 {"A": [1, 2, 3, 4], "B": [1, 2, 3, 1], "C": [1, 2, 3, 1]}1099 )1100 schema = DataFrameSchema(1101 columns={"A": Column(Int), "B": Column(Int), "C": Column(Int)},1102 strict=False,1103 coerce=True,1104 unique=None,1105 )1106 assert isinstance(schema.validate(data, lazy=False), pd.DataFrame)1107 schema.unique = ["A", "B"]1108 assert isinstance(schema.validate(data, lazy=False), pd.DataFrame)1109 schema.unique = ["B", "C"]...

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