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How to use test_infer_dataframe_statistics method in pandera

Best Python code snippet using pandera_python

test_schema_statistics.py

Source:test_schema_statistics.py

...57        [False, True],58        [True, True],59    ],60)61def test_infer_dataframe_statistics(multi_index: bool, nullable: bool) -> None:62    """Test dataframe statistics are correctly inferred."""63    dataframe = _create_dataframe(multi_index, nullable)64    statistics = schema_statistics.infer_dataframe_statistics(dataframe)65    stat_columns = statistics["columns"]66    if pa.pandas_version().release >= (1, 3, 0):67        if nullable:68            assert DEFAULT_FLOAT.check(stat_columns["int"]["dtype"])69        else:70            assert DEFAULT_INT.check(stat_columns["int"]["dtype"])71    else:72        if nullable:73            assert DEFAULT_FLOAT.check(stat_columns["boolean"]["dtype"])74        else:75            assert pandas_engine.Engine.dtype(bool).check(...

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