#!/usr/bin/env python3 import tarfile from ast import literal_eval from tqdm import tqdm import sys def tar_file_to_string(file_name): with tarfile.open(file_name, "r:gz") as tar: for member in tar.getmembers(): f = tar.extractfile(member) data = f.readline() data = data.decode("utf-8") data = data.split("{'url'") data = [("{'url'" + item) for item in data] data = data[1:] return data if __name__ == '__main__': file_name = sys.argv[1] new_file_name = ".".join(file_name.split(".")[:1] + ["jsonl"]) a = tar_file_to_string(file_name) for item in tqdm(a): try: if literal_eval(item)['language_score'] > 0.98: b.append(item) except: None with open(new_file_name, 'wt') as file_new: for part in b: file_new.write(part + '\n')