arche.rules.others

Module Contents

arche.rules.others.compare_boolean_fields(source_df: pd.DataFrame, target_df: pd.DataFrame, err_thr: float = 0.1, warn_thr: float = 0.05) → Result

Compare booleans distribution between two dataframes

Returns

A result containing dataframe with distributions and messages if differences are in thresholds

arche.rules.others.fields_to_compare(source_df: pd.DataFrame, target_df: pd.DataFrame) → bool

arche.rules.others.garbage_symbols(df: pd.DataFrame) → Result

Find unwanted symbols in np.object columns.

Returns

A result containing item keys per field which contained any trash symbol