import re from sqlalchemy.engine.row import Row class SnakeCaseUtil: """ 小驼峰形式(camelCase)转下划线形式(snake_case)工具方法 """ @classmethod def camel_to_snake(cls, camel_str): """ 小驼峰形式字符串(camelCase)转换为下划线形式字符串(snake_case) :param camel_str: 小驼峰形式字符串 :return: 下划线形式字符串 """ # 在大写字母前添加一个下划线,然后将整个字符串转为小写 words = re.sub('(.)([A-Z][a-z]+)', r'\1_\2', camel_str) return re.sub('([a-z0-9])([A-Z])', r'\1_\2', words).lower() @classmethod def transform_result(cls, result): """ 针对不同类型将下划线形式(snake_case)批量转换为小驼峰形式(camelCase)方法 :param result: 输入数据 :return: 小驼峰形式结果 """ if result is None: return result # 如果是字典,直接转换键 elif isinstance(result, dict): return {cls.camel_to_snake(k): v for k, v in result.items()} # 如果是一组字典或其他类型的列表,遍历列表进行转换 elif isinstance(result, list): return [ cls.transform_result(row) if isinstance(row, (dict, Row)) else ( cls.transform_result({c.name: getattr(row, c.name) for c in row.__table__.columns}) if row else row ) for row in result ] # 如果是sqlalchemy的Row实例,遍历Row进行转换 elif isinstance(result, Row): return [ cls.transform_result(row) if isinstance(row, dict) else ( cls.transform_result({c.name: getattr(row, c.name) for c in row.__table__.columns}) if row else row ) for row in result ] # 如果是其他类型,如模型实例,先转换为字典 else: return cls.transform_result({c.name: getattr(result, c.name) for c in result.__table__.columns})