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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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最近更新时间:2026.08.28 01:27:28