python-clinic / Doc / library / collections.abc.rst

:mod:`collections.abc` --- Abstract Base Classes for Containers

Source code: :source:`Lib/collections/abc.py`


This module provides :term:`abstract base classes <abstract base class>` that can be used to test whether a class provides a particular interface; for example, whether it is hashable or whether it is a mapping.

Collections Abstract Base Classes

The collections module offers the following :term:`ABCs <abstract base class>`:

ABC Inherits from Abstract Methods Mixin Methods
:class:`Container`   __contains__  
:class:`Hashable`   __hash__  
:class:`Iterable`   __iter__  
:class:`Iterator` :class:`Iterable` __next__ __iter__
:class:`Sized`   __len__  
:class:`Callable`   __call__  
:class:`Sequence` :class:`Sized`, :class:`Iterable`, :class:`Container` __getitem__ __contains__, __iter__, __reversed__, index, and count
:class:`MutableSequence` :class:`Sequence` __setitem__, __delitem__, insert Inherited :class:`Sequence` methods and append, reverse, extend, pop, remove, clear, and __iadd__
:class:`Set` :class:`Sized`, :class:`Iterable`, :class:`Container`   __le__, __lt__, __eq__, __ne__, __gt__, __ge__, __and__, __or__, __sub__, __xor__, and isdisjoint
:class:`MutableSet` :class:`Set` add, discard Inherited :class:`Set` methods and clear, pop, remove, __ior__, __iand__, __ixor__, and __isub__
:class:`Mapping` :class:`Sized`, :class:`Iterable`, :class:`Container` __getitem__ __contains__, keys, items, values, get, __eq__, and __ne__
:class:`MutableMapping` :class:`Mapping` __setitem__, __delitem__ Inherited :class:`Mapping` methods and pop, popitem, clear, update, and setdefault
:class:`MappingView` :class:`Sized`   __len__
:class:`ItemsView` :class:`MappingView`, :class:`Set`   __contains__, __iter__
:class:`KeysView` :class:`MappingView`, :class:`Set`   __contains__, __iter__
:class:`ValuesView` :class:`MappingView`   __contains__, __iter__

ABCs for classes that provide respectively the methods :meth:`__contains__`, :meth:`__hash__`, :meth:`__len__`, and :meth:`__call__`.

ABC for classes that provide the :meth:`__iter__` method. See also the definition of :term:`iterable`.

ABC for classes that provide the :meth:`__iter__` and :meth:`__next__` methods. See also the definition of :term:`iterator`.

ABCs for read-only and mutable :term:`sequences <sequence>`.

ABCs for read-only and mutable sets.

ABCs for read-only and mutable :term:`mappings <mapping>`.

ABCs for mapping, items, keys, and values :term:`views <view>`.

These ABCs allow us to ask classes or instances if they provide particular functionality, for example:

size = None
if isinstance(myvar, collections.Sized):
    size = len(myvar)

Several of the ABCs are also useful as mixins that make it easier to develop classes supporting container APIs. For example, to write a class supporting the full :class:`Set` API, it only necessary to supply the three underlying abstract methods: :meth:`__contains__`, :meth:`__iter__`, and :meth:`__len__`. The ABC supplies the remaining methods such as :meth:`__and__` and :meth:`isdisjoint`

class ListBasedSet(collections.Set):
     ''' Alternate set implementation favoring space over speed
         and not requiring the set elements to be hashable. '''
     def __init__(self, iterable):
         self.elements = lst = []
         for value in iterable:
             if value not in lst:
                 lst.append(value)
     def __iter__(self):
         return iter(self.elements)
     def __contains__(self, value):
         return value in self.elements
     def __len__(self):
         return len(self.elements)

s1 = ListBasedSet('abcdef')
s2 = ListBasedSet('defghi')
overlap = s1 & s2            # The __and__() method is supported automatically

Notes on using :class:`Set` and :class:`MutableSet` as a mixin:

  1. Since some set operations create new sets, the default mixin methods need a way to create new instances from an iterable. The class constructor is assumed to have a signature in the form ClassName(iterable). That assumption is factored-out to an internal classmethod called :meth:`_from_iterable` which calls cls(iterable) to produce a new set. If the :class:`Set` mixin is being used in a class with a different constructor signature, you will need to override :meth:`_from_iterable` with a classmethod that can construct new instances from an iterable argument.
  2. To override the comparisons (presumably for speed, as the semantics are fixed), redefine :meth:`__le__` and then the other operations will automatically follow suit.
  3. The :class:`Set` mixin provides a :meth:`_hash` method to compute a hash value for the set; however, :meth:`__hash__` is not defined because not all sets are hashable or immutable. To add set hashabilty using mixins, inherit from both :meth:`Set` and :meth:`Hashable`, then define __hash__ = Set._hash.
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