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How to use test_series_schema_multiple_validators method in pandera

Best Python code snippet using pandera_python

test_schemas.py

Source:test_schemas.py

...341        assert isinstance(schema.checks, list)342    assert len(series_schema_no_checks.checks) == 0343    assert len(series_schema_one_check.checks) == 1344    assert len(series_schema_multiple_checks.checks) == 2345def test_series_schema_multiple_validators() -> None:346    """Tests how multiple Checks on a Series Schema are handled both347    successfully and when errors are expected."""348    schema = SeriesSchema(349        int,350        [351            Check(lambda x: 0 <= x <= 50, element_wise=True),352            Check(lambda s: (s == 21).any()),353        ],354    )355    validated_series = schema.validate(pd.Series([1, 5, 21, 50]))356    assert isinstance(validated_series, pd.Series)357    # raise error if any of the validators fails358    with pytest.raises(errors.SchemaError):359        schema.validate(pd.Series([1, 5, 20, 50]))...

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