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#!/usr/bin/python3
# -*- coding: utf-8 -*-
import argparse
import json
from pathlib import Path
import yaml
from tqdm import tqdm
from project_settings import project_path
def get_args():
parser = argparse.ArgumentParser()
parser.add_argument(
"--data_dir",
default=(project_path / "original_data/chatterbot-corpus-master/chatterbot_corpus/data/chinese").as_posix(),
type=str
)
parser.add_argument(
"--output_file",
default=(project_path / "data/chatterbot.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 fout:
for filename in tqdm(data_dir.glob("*.yml")):
with open(filename, "r", encoding="utf-8") as fin:
y = yaml.safe_load(fin)
category = y["categories"][0]
conversations = y["conversations"]
for conversation in conversations:
row = {
"conversation": [
{"role": "human", "message": conversation[0]},
{"role": "assistant", "message": conversation[1]},
],
"category": category,
"data_source": "chatterbot",
}
row = json.dumps(row, ensure_ascii=False)
fout.write("{}\n".format(row))
return
if __name__ == '__main__':
main()
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