import pandas as pd from pandarallel import pandarallel pandarallel.initialize(progress_bar=True, nb_workers=48) def process_single_row(row): return row meta = pd.DataFrame({'path': ['dummy_path_1', 'dummy_path_2']}) ret = meta.parallel_apply(process_single_row, axis=1) print(ret)