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