Utils

table_evaluator.utils.load_data(path_real: str, path_fake: str, real_sep: str = ',', fake_sep: str = ',', drop_columns: List | None = None) → Tuple[DataFrame, DataFrame]

Load data from a real and synthetic data csv. This function makes sure that the loaded data has the same columns with the same data types.

Parameters:

• path_real – string path to csv with real data

• path_fake – string path to csv with real data

• real_sep – separator of the real csv

• fake_sep – separator of the fake csv

• drop_columns – names of columns to drop.

Returns:

Tuple with DataFrame containing the real data and DataFrame containing the synthetic data.