Python如何合并列表不同类型值为单层字典列表?
问题说明
给定如下混合了字典、字典子列表的嵌套列表:
data = [ {"type": "special", "prize": "32220402"}, {"type": "grand", "prize": "99194290"}, [ {"type": "first", "prize": "16525386"}, {"type": "first", "prize": "28467179"}, {"type": "first", "prize": "27854976"}, ], [ {"type": "second", "prize": "6525386"}, {"type": "second", "prize": "8467179"}, {"type": "second", "prize": "7854976"}, ], ]
需要将其展平为仅包含字典的单层列表,期望输出结构为:
[ {"type": "special", "prize": "32220402"}, {"type": "grand", "prize": "99194290"}, {"type": "first", "prize": "16525386"}, {"type": "first", "prize": "28467179"}, {"type": "first", "prize": "27854976"}, {"type": "second", "prize": "6525386"}, {"type": "second", "prize": "8467179"}, {"type": "second", "prize": "7854976"}, ]
最优实现
针对当前固定的一层嵌套结构(顶层元素仅为字典或字典组成的子列表,无更深层级嵌套),最简洁优雅的纯原生写法为单行列表推导:
flattened = [item for elem in data for item in (elem if isinstance(elem, list) else [elem])]
- 逻辑说明:遍历原列表每个元素,若元素本身是列表则展开遍历其内部字典,若元素是单个字典则将其包装为单元素列表统一遍历逻辑,最终收集所有字典得到单层结果,无额外依赖、无冗余逻辑,运行结果完全匹配预期。
如果需要兼容任意深度的嵌套列表场景,可以用递归生成器实现,代码可读性和复用性更强:
def flatten_list(input_list): for elem in input_list: if isinstance(elem, list): yield from flatten_list(elem) else: yield elem flattened = list(flatten_list(data))
内容的提问来源于stack exchange,提问作者retr0327
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