Python infer_series_statistics Examples

Example #1

def test_infer_nullable_series_schema_statistics(
    null_index, series, expectation
):
    """Test nullable series statistics are correctly inferred."""
    series.iloc[null_index] = None
    statistics = schema_statistics.infer_series_statistics(series)
    _test_statistics(statistics, expectation)

Example #2

def test_infer_series_schema_statistics(series, expectation):
    """Test series statistics are correctly inferred."""
    statistics = schema_statistics.infer_series_statistics(series)
    assert statistics == expectation

Example #3

File: test_schema_statistics.py Project: tfwillems/pandera

def test_infer_series_schema_statistics(series, expectation) -> None:
    """Test series statistics are correctly inferred."""
    statistics = schema_statistics.infer_series_statistics(series)
    _test_statistics(statistics, expectation)