| from argparse import ArgumentParser | |
| from transformers import AutoTokenizer | |
| import os | |
| from tqdm import tqdm | |
| from dense.processor import SimpleCollectionProcessor | |
| parser = ArgumentParser() | |
| parser.add_argument('--tokenizer_name', required=True) | |
| parser.add_argument('--truncate', type=int, default=32) | |
| parser.add_argument('--query_file', required=True) | |
| parser.add_argument('--save_to', required=True) | |
| args = parser.parse_args() | |
| tokenizer = AutoTokenizer.from_pretrained(args.tokenizer_name, use_fast=True) | |
| processor = SimpleCollectionProcessor(tokenizer=tokenizer, max_length=args.truncate) | |
| with open(args.query_file, 'r') as f: | |
| lines = f.readlines() | |
| os.makedirs(os.path.split(args.save_to)[0], exist_ok=True) | |
| with open(args.save_to, 'w') as jfile: | |
| for x in tqdm(lines): | |
| q = processor.process_line(x) | |
| jfile.write(q + '\n') | |