【python cookbook】【数据结构与算法】9.在两个字典中寻找相同点

时间:2021-01-26 02:27:51

问题:寻找两个字典中间相同的地方(相同的键、相同的值等)

解决方案:通过keys()或者items()方法来执行常见的集合操作(比如求并集、交集和差集)

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" alt="" width="282" height="178" />

>>> a={'x':1,'y':2,'z':3}
>>> b={'ww':10,'x':11,'y':2}
>>> a.keys()& b.keys() #键的交集
{'y', 'x'}
>>> a.keys()- b.keys() #键的差集
{'z'}
>>> a.keys()| b.keys() #键的并集
{'ww', 'y', 'x', 'z'}
>>> a.items()& b.items()
{('y', 2)}
>>> a.items()- b.items()
{('z', 3), ('x', 1)}
>>> a.items()| b.items()
{('ww', 10), ('z', 3), ('x', 1), ('x', 11), ('y', 2)}
>>>

这些类型的操作也可用来修改或过滤掉字典中的内容。例如:

>>> c = {key:a[key] for key in a.keys()-{'w','z'}}  #新建一个去掉某些键的新字典
>>> c
{'y': 2, 'x': 1}
>>>

总结:

字典的keys()方法、items()方法支持集合操作,但是values()方法不支持。因为在字典中从值的角度来看并不能保证所有的值都是唯一的,这会导致某些集合操作存在问题。但是可以通过将值转化为集合来实现此类操作。