#!/usr/bin/python3 # -*- coding: utf-8 -*- import argparse import json import os from pathlib import Path import sys pwd = os.path.abspath(os.path.dirname(__file__)) sys.path.append(os.path.join(pwd, '../../')) from datasets import load_dataset from tqdm import tqdm from project_settings import project_path def get_args(): parser = argparse.ArgumentParser() parser.add_argument("--data_dir", default="./data/ccks2018_task3", type=str) parser.add_argument( "--output_file", default=(project_path / "data/ccks2018_task3.jsonl"), type=str ) args = parser.parse_args() return args def main(): args = get_args() data_dir = Path(args.data_dir) with open(args.output_file, "w", encoding="utf-8") as f: for name in ["task3_train.txt", "task3_dev.txt", "test_with_id.txt"]: filename = data_dir / name with open(filename, "r", encoding="utf-8") as fin: for row in fin: row = str(row).strip() splits = row.split("\t") # print(splits) if name == "task3_train.txt": sentence1, sentence2, label = splits flag = "train" elif name == "task3_dev.txt": sentence1, sentence2 = splits[-2:] label = "1" flag = "validation" elif name == "test_with_id.txt": sentence1, sentence2 = splits[-2:] label = None flag = "test" else: raise AssertionError label = str(int(label)) if label is not None else None if label not in ("0", "1", None): raise AssertionError row = { "sentence1": sentence1, "sentence2": sentence2, "label": label, "category": None, "data_source": "ccks2018_task3", "split": flag } row = json.dumps(row, ensure_ascii=False) f.write("{}\n".format(row)) return if __name__ == '__main__': main()