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