import os import subprocess def extract_video_tasks(): root = os.path.join('video_tasks', 'frames') all_bundles = list(filter(lambda x: '.tar.gz' in x, os.listdir(root))) for task in ['cls', 'qa', 'ret', 'mret']: print(f'Extracting {task} task ... ...') output_dir = os.path.join(root, f'video_{task}') os.makedirs(output_dir, exist_ok=True) bundles = sorted(list(filter(lambda x: task in x, all_bundles))) bundles = [os.path.join(root, x) for x in bundles] if len(bundles) > 1: cat = subprocess.Popen(['cat'] + bundles, stdout=subprocess.PIPE) cmd = ['tar', '-xzf', '-', '-C', output_dir] tar = subprocess.Popen(cmd, stdin=cat.stdout) cat_return_code = cat.wait() tar_return_code = tar.wait() if cat_return_code != 0: raise RuntimeError('Error occured during concatenation!') if tar_return_code != 0: raise RuntimeError('Error occured during extraction!') else: assert len(bundles) == 1, f'Unexpected size' tar = subprocess.run(['tar', '-xzfv', bundles[0], '-C', output_dir]) print('All video tasks completed!') def extract_image_tasks(): root = 'image_tasks' for task in ['mmeb_v1', 'visdoc']: print(f'Extracting {task} task ... ...') subprocess.run(['tar', '-xzf', os.path.join(root, f'{task}.tar.gz'), '-C', root]) print('All image tasks completed!') def main(): extract_image_tasks() extract_video_tasks() if __name__ == '__main__': main()