from typing import Dict, Any from deepdata.core.base_op import Mapper class TestMapper(Mapper): """ 算子类名建议使用驼峰命名法定义,例如 TestMapper """ def __init__(self, *args, **kwargs): """ 初始化参数 :param args: :param kwargs: """ super().__init__(*args, **kwargs) self.slider_param = float(kwargs.get("sliderParam", 0.5)) self.switch_param = kwargs.get('switchParam', False) self.select_param = kwargs.get('selectParam', '') self.radio_param = kwargs.get('radioParam', '') self.range_param = kwargs.get('rangeParam', [0, 0]) self.checkbox_param = kwargs.get('checkboxParam', []) self.input_param = kwargs.get('inputParam', '').strip() def execute(self, sample: Dict[str, Any]) -> Dict[str, Any]: """ 核心处理逻辑 :param sample: 输入的数据样本,通常包含 text_key 等字段 :return: 处理后的数据样本 """ # 示例:获取文本并进行修改 # input_text = sample['text'] # processed_text = do_something(input_text) # sample['text'] = processed_text return sample