| |
|
|
| import pandas as pd |
| import re |
|
|
| def process(df: pd.DataFrame) -> pd.DataFrame: |
|
|
| pattern = r'<\|im_start\|>(\w+)\n(.*?)<\|im_end\|>' |
| |
| def process_text(text): |
| matches = re.findall(pattern, text, re.DOTALL) |
| |
| matches = [(k, v) for k, v in matches if k != 'system'] |
| return dict(matches) |
| |
| result = df['text'].apply(process_text) |
| |
| result = result.drop(columns=['text', 'system']) |
| return pd.DataFrame(result.tolist()) |
|
|
|
|
| def main(file: str = None) -> None: |
| if file != None: |
| df = pd.read_json(file, lines=True) |
| result = process(df) |
| print(result) |
| else: |
| data = { |
| "text": [ |
| '<|im_start|>system You are a helpful assistant<|im_end|> <|im_start|>user "阿猛，你觉得做视频最重要的是什么，除了内容好，还有什么能让视频更吸引人呢？"<|im_end|> <|im_start|>assistant 视频做的很好，但美中不足的是。。。时长太短，不！够！看！<|im_end|>', |
| '<|im_start|>system You are a helpful assistant<|im_end|> <|im_start|>user "要如何學會加法"<|im_end|> <|im_start|>assistant 這個問題，我也不太會<|im_end|>', |
| ] |
| } |
| df = pd.DataFrame(data) |
| result = process(df) |
| print(result) |
|
|
| if __name__ == "__main__": |
| import fire |
| fire.Fire(main) |
