How to use register_check_statistics_decorator method in pandera

Best Python code snippet using pandera_python

checks.py

Source:checks.py

...30SeriesCheckObj = Union[pd.Series, Dict[str, pd.Series]]31DataFrameCheckObj = Union[pd.DataFrame, Dict[str, pd.DataFrame]]32def register_check_statistics(statistics_args):33    """Decorator to set statistics based on Check method."""34    def register_check_statistics_decorator(class_method):35        @wraps(class_method)36        def _wrapper(cls, *args, **kwargs):37            args = list(args)38            arg_names = inspect.getfullargspec(class_method).args[1:]39            if not arg_names:40                arg_names = statistics_args41            args_dict = {**dict(zip(arg_names, args)), **kwargs}42            check = class_method(cls, *args, **kwargs)43            check.statistics = {44                stat: args_dict.get(stat) for stat in statistics_args45            }46            check.statistics_args = statistics_args47            return check48        return _wrapper...

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