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* feature: 将抽取动作移到每一个算子中 * feature: 落盘算子改为默认执行 * feature: 优化前端展示 * feature: 使用pyproject管理依赖
29 lines
779 B
Python
29 lines
779 B
Python
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"""
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Description: 文档表情去除
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Create: 2023/12/7 15:43
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"""
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import time
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from typing import Dict, Any
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import emoji
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from loguru import logger
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from datamate.core.base_op import Mapper
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class EmojiCleaner(Mapper):
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@staticmethod
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def _emoji_filter(input_data: str):
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res = []
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for input_s in input_data.split('\n'):
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res.append(emoji.replace_emoji(input_s, replace=''))
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return '\n'.join(res)
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def execute(self, sample: Dict[str, Any]) -> Dict[str, Any]:
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start = time.time()
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self.read_file_first(sample)
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sample[self.text_key] = self._emoji_filter(sample[self.text_key])
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logger.info(f"fileName: {sample[self.filename_key]}, method: EmojiCleaner costs {time.time() - start:6f} s")
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return sample
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