使python用户定义的类可排序，可清除

Question

What methods need to be overridden/implemented when making user-defined classes sortable and/or hashable in python?

What are the gotchas to watch out for?

I type dir({}) into my interpreter to get a list of methods on built-in dicts. Of those, I assume I need to some implement some subset of

['__cmp__', '__eq__', '__ge__', '__gt__', '__hash__', '__le__', '__lt__', '__ne__']

Is there a difference in which methods must be implemented for Python3 as opposed to Python2?

Answer 1

I almost posted this as a comment to the other answers but it's really an answer in and of itself.

To make your items sortable, they only need to implement __lt__ . That's the only method used by the built in sort.

The other comparisons or functools.total_ordering are only needed if you actually want to use the comparison operators with your class.

To make your items hashable, you implement __hash__ as others noted. You should also implement __eq__ in a compatible way -- items that are equivalent should hash the same.

Answer 2

There isn't any difference between Python 2 and 3.

For sortability:

You should define comparision methods. This makes your items sortable. Generally, you shouldn't prefer __cmp__() .

I usually use functools.total_ordering decorator.

functools.total_ordering(cls) Given a class defining one or more rich comparison ordering methods, this class decorator supplies the rest. This simplifies the effort involved in specifying all of the possible rich comparison operations:

The class must define one of __lt__() , __le__() , __gt__() , or __ge__() . In addition, the class should supply an __eq__() method.

You should be careful that your comparison methods do not have any side effects. (change any of the values of the object)

For hashing:

You should implement __hash__() method. I think the best way is returning hash(repr(self)) , so your hash would be unique.

Answer 3

There are a few ways of marking your object sortable. First - rich comparison, defined by a set of functions:

object.__lt__(self, other)
object.__le__(self, other)
object.__eq__(self, other)
object.__ne__(self, other)
object.__gt__(self, other)
object.__ge__(self, other)

Also it is possible to define only one function:

object.__cmp__(self, other)

And the last should be defined if you want to define custom __hash__ function. See the doc .

Answer 4

Implement __lt__(self,other) method is the answer to make your class sortable.
It can be used for not only the built-in method sorted(iterable) , but also priority queue via heapq module.

In addition, I don't like python's design, so many '__ge__', '__gt__', '__le__', '__lt__', '__ne__' methods are not intuitive at all !
As a contrast, Java's Interface Comparable<T> (see java doc ) returns a negative integer, zero, or a positive integer as this object is less than, equal to, or greater than the specified object, which is direct and friendly !