python中setattr 与 __slots__ 的冲突

python中setattr 与 slots 的冲突

tiannuo
2026-05-21 11:03:18
Python
原创

1️⃣ 背景：__slots__ 的作用

Python 中普通类的实例有一个 __dict__ 存储属性：

class A:

pass

a = A()

a.x = 10 # 存在 __dict__

print(a.__dict__) # {'x': 10}

问题：如果类属性多、实例多，__dict__ 占用内存大。

解决方案：使用 __slots__，显式声明允许的属性：

class B:

__slots__ = ['x', 'y']

b = B()

b.x = 1

b.y = 2

# b.z = 3 # AttributeError: 'B' object has no attribute 'z'

原理：

没有 __dict__，属性存储在固定槽（slot）中。

限制了可动态添加属性的能力。

2️⃣ setattr 的直接冲突

setattr(obj, name, value) 本质上和 obj.name = value 是一样的：

setattr(b, 'x', 100) # OK

setattr(b, 'z', 999) # AttributeError: 'B' object has no attribute 'z'

原因：setattr 无法绕过 __slots__ 的限制，因为槽决定了实例能存什么属性。

⚠️ 边缘行为和陷阱

（a）继承和 __slots__ 的组合

class C(B):

__slots__ = ['z']

c = C()

c.x = 10 # 可以，因为继承 B 的 slot

c.z = 20 # 可以

# c.y = 30 # 可以，因为 y 在 B 的 slots

setattr(c, 'w', 40) # AttributeError

子类可以新增 slots。

但是动态增加任意属性依然会报错。

如果子类没有 __dict__，动态增加属性永远不可能。

（b）给 __slots__ 定义属性绑定方法

可以用 property 或 __setattr__ 让 setattr 看起来可以工作：

class D:

__slots__ = ['x']

def __setattr__(self, name, value):

if name == 'y':

object.__setattr__(self, 'x', value * 2)

else:

object.__setattr__(self, name, value)

d = D()

d.y = 5

print(d.x) # 10

✅ 这是一种“hack”，通过自定义 __setattr__ 可以部分绕过 slots 的限制，但本质上没有增加新槽。

（c）__dict__ 与 __slots__ 共存

如果你在类里明确加上 __dict__：

class E:

__slots__ = ['x', '__dict__']

e = E()

e.y = 99 # OK，动态属性存入 __dict__

加 __dict__ 的类仍然可以动态添加属性。

但是 slots 的优点（节省内存）会部分丢失。

3️⃣ 小结：为什么冲突

__slots__ 限制了可存储属性的集合。

setattr 相当于动态赋值，如果属性不在 slots 中，会触发 AttributeError。

没有 __dict__ → 动态添加属性的能力被禁用 → 和 setattr 直接冲突。

可控方式：

自定义 __setattr__

在 __slots__ 中加入 '__dict__'

或者用 getattr/setattr 针对子类或允许的属性

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