import json, sys, glob, lzma input_files = sys.argv[1] output_file = sys.argv[2] print(">>> Inputs", input_files) if "_" in input_files: input_files = glob.glob(input_files.replace("_", "*")) else: input_files = [ input_files ] print(">>> Inputs", input_files) def process(input_file): print(">>> read file", input_file) if "jsonl.xz" in input_file: fin = lzma.open(input_file, "rt") else: fin = open(input_file, "rt") line_txtlen_pairs = [] for line in fin: line_txtlen_pairs.append((line, len(line))) fin.close() return line_txtlen_pairs line_txtlen_pairs = [] from multiprocessing.pool import Pool with Pool() as pool: for pairs in pool.imap_unordered(process, input_files): line_txtlen_pairs += pairs print("=> total docs:", len(line_txtlen_pairs)) print("sorting docs by len ...") total_txtlen = 0 line_txtlen_pairs.sort(key=lambda x: x[1]) with open(output_file, "wt") as fout: for text, n in line_txtlen_pairs: if n < 1500: continue fout.write(text) total_txtlen += n print(n, end=" ") print(f"\nmin len {line_txtlen_pairs[0][1]}, max len {line_txtlen_pairs[-1][1]}") print(f"avg len {total_txtlen / len(line_txtlen_pairs)}")