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How to use _get_series_base_schema_statistics method in pandera

Best Python code snippet using pandera_python

schema_statistics.py

Source:schema_statistics.py

...90        ),91        "coerce": dataframe_schema.coerce,92    }93    return statistics94def _get_series_base_schema_statistics(series_schema_base):95    return {96        "dtype": series_schema_base.dtype,97        "nullable": series_schema_base.nullable,98        "checks": parse_checks(series_schema_base.checks),99        "coerce": series_schema_base.coerce,100        "name": series_schema_base.name,101    }102def get_index_schema_statistics(index_schema_component):103    """Get statistical properties of index schema component."""104    try:105        # get index components from MultiIndex106        index_components = index_schema_component.indexes107    except AttributeError:108        index_components = [index_schema_component]109    return [110        _get_series_base_schema_statistics(index_component)111        for index_component in index_components112    ]113def get_series_schema_statistics(series_schema):114    """Get statistical properties from series schema."""115    return _get_series_base_schema_statistics(series_schema)116def parse_checks(checks) -> Union[Dict[str, Any], None]:117    """Convert Check object to check statistics."""118    check_statistics = {}119    _check_memo = {}120    for check in checks:121        if check not in Check:122            warnings.warn(123                "Only registered checks may be serialized to statistics. "124                "Did you forget to register it with the extension API? "125                f"Check `{check.name}` will be skipped."126            )127            continue128        check_statistics[check.name] = (129            {} if check.statistics is None else check.statistics...

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