| import os |
| import re |
| import sys |
| from utils import read_txt_file, write_jsonl_file, parse |
|
|
|
|
| def readfile(path): |
| data = read_txt_file(path) |
| return data |
|
|
|
|
| def get_slot_value_table(decouple): |
| svt = [] |
| pattern = re.compile(r'[[](.*?)[]]', re.S) |
| slot_list = re.findall(pattern, decouple) |
| dic = {} |
| for item in slot_list: |
| slot_value = item.split(":")[-1] |
| pair = slot_value.strip().split(' ', 1) |
| dic["slot"] = pair[0] |
| dic["value"] = pair[-1] |
| svt.append(dic) |
| dic = {} |
| return svt |
|
|
|
|
| def preprocess(args): |
| filenames = os.listdir(args.input_dir) |
| for filename in filenames: |
| if len(filename) > 2: |
| continue |
|
|
| |
| |
| |
| |
| |
|
|
| path = os.path.join(args.input_dir, filename, args.dataset + ".txt") |
| data = readfile(path) |
| turns = [] |
|
|
|
|
| for line in data: |
| t = {} |
| t["turn"] = "single" |
| t["dialog"] = [] |
|
|
| d = {} |
| elem = line.split("\t") |
| d["role"] = "ROLE" |
| d["utterance"] = elem[3] |
| d["slot_value_table"] = get_slot_value_table(elem[6]) |
| d["summary"] = None |
| d["locale"] = elem[5][:2] |
| d["scenario"] = elem[4] |
| d["intent"] = elem[1].split(":")[1] |
| d["answer"] = None |
| t["dialog"].append(d) |
| |
| t["knowledge"] = None |
| t["goal"] = None |
| turns.append(t) |
| write_jsonl_file(turns, os.path.join(args.output_dir, filename + '_' + args.dataset + ".jsonl")) |
|
|
|
|
| if __name__ == "__main__": |
| args = parse() |
| if args.dataset not in ["train", "test", "eval"]: |
| print("Wrong dataset type") |
| sys.exit(1) |
| preprocess(args) |
|
|
