将对象添加到python的集合集合中并通过对象的属性确定 [英] add object into python's set collection and determine by object's attribute

问题描述

我有一个像这样的 Person 类:

I have a Person class like this:

class Person:
    def __init__(self, name, age):
        self.name = name
        self.age = age

    def __repr__(self):
        return '<Person {}>'.format(self.name)

我想将此类的一些实例添加到集合中，如下所示:

I want to add some instances of this class to a set, like this:

tom = Person('tom', 18)
mary = Person('mary', 22)
mary2 = Person('mary2', 22)

person_set = {tom, mary, mary2}
print(person_set)
# output: {<Person tom>, <Person mary>, <Person mary2>}

如您所见，集合中有 2 个玛丽.我怎样才能让具有相同年龄的 Person 实例被认为是同一个人，并且只添加到集合中一次?

As you can see, there are 2 Marys in the set. How can I make it so that Person instances with the same age are considered the same person, and only added to the set once?

换句话说，我怎样才能得到 {, } 的结果?

In other words, how can I get a result of {<Person tom>, <Person mary>}?

推荐答案

当一个新对象被添加到 Python 集合时，首先计算对象的哈希码，然后，如果一个或多个具有相同哈希值的对象代码已经在集合中，这些对象会被测试是否与新对象相等.

When a new object is being added to a python set, the hash code of the object is first computed and then, if one or more objects with the same hash code is/are already in the set, these objects are tested for equality with the new object.

这样做的结果是你需要实现__hash__(...) 和 __eq__(...) 类上的方法.例如:

The upshot of this is that you need to implement the __hash__(...) and __eq__(...) methods on your class. For example:

class Person:
    def __init__(self, name, age):
        self.name = name
        self.age = age

    def __eq__(self, other):
        return self.age == other.age

    def __hash__(self):
        return hash(self.age)

    def __repr__(self):
        return '<Person {}>'.format(self.name)

tom = Person('tom', 18)
mary = Person('mary', 22)
mary2 = Person('mary2', 22)

person_set = {tom, mary, mary2}
print(person_set)
# output: {<Person tom>, <Person mary>}

但是，您应该非常仔细地考虑 __hash__ 和 __eq__ 的正确实现应该为您的类做什么.上面的示例有效，但没有意义(例如，__hash__ 和 __eq__ 仅根据年龄定义).

However, you should think very carefully about what the correct implementation of __hash__ and __eq__ should be for your class. The above example works, but is non-sensical (e.g. in that both __hash__ and __eq__ are defined only in terms of age).

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