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736 lines
22 KiB
736 lines
22 KiB
6 years ago
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``enum`` --- support for enumerations
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========================================
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.. :synopsis: enumerations are sets of symbolic names bound to unique, constant
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values.
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.. :moduleauthor:: Ethan Furman <ethan@stoneleaf.us>
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.. :sectionauthor:: Barry Warsaw <barry@python.org>,
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.. :sectionauthor:: Eli Bendersky <eliben@gmail.com>,
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.. :sectionauthor:: Ethan Furman <ethan@stoneleaf.us>
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----------------
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An enumeration is a set of symbolic names (members) bound to unique, constant
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values. Within an enumeration, the members can be compared by identity, and
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the enumeration itself can be iterated over.
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Module Contents
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---------------
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This module defines two enumeration classes that can be used to define unique
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sets of names and values: ``Enum`` and ``IntEnum``. It also defines
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one decorator, ``unique``.
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``Enum``
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Base class for creating enumerated constants. See section `Functional API`_
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for an alternate construction syntax.
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``IntEnum``
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Base class for creating enumerated constants that are also subclasses of ``int``.
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``unique``
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Enum class decorator that ensures only one name is bound to any one value.
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Creating an Enum
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----------------
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Enumerations are created using the ``class`` syntax, which makes them
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easy to read and write. An alternative creation method is described in
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`Functional API`_. To define an enumeration, subclass ``Enum`` as
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follows::
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>>> from enum import Enum
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>>> class Color(Enum):
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... red = 1
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... green = 2
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... blue = 3
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Note: Nomenclature
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- The class ``Color`` is an *enumeration* (or *enum*)
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- The attributes ``Color.red``, ``Color.green``, etc., are
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*enumeration members* (or *enum members*).
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- The enum members have *names* and *values* (the name of
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``Color.red`` is ``red``, the value of ``Color.blue`` is
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``3``, etc.)
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Note:
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Even though we use the ``class`` syntax to create Enums, Enums
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are not normal Python classes. See `How are Enums different?`_ for
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more details.
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Enumeration members have human readable string representations::
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>>> print(Color.red)
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Color.red
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...while their ``repr`` has more information::
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>>> print(repr(Color.red))
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<Color.red: 1>
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The *type* of an enumeration member is the enumeration it belongs to::
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>>> type(Color.red)
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<enum 'Color'>
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>>> isinstance(Color.green, Color)
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True
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>>>
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Enum members also have a property that contains just their item name::
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>>> print(Color.red.name)
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red
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Enumerations support iteration. In Python 3.x definition order is used; in
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Python 2.x the definition order is not available, but class attribute
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``__order__`` is supported; otherwise, value order is used::
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>>> class Shake(Enum):
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... __order__ = 'vanilla chocolate cookies mint' # only needed in 2.x
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... vanilla = 7
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... chocolate = 4
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... cookies = 9
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... mint = 3
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...
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>>> for shake in Shake:
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... print(shake)
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...
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Shake.vanilla
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Shake.chocolate
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Shake.cookies
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Shake.mint
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The ``__order__`` attribute is always removed, and in 3.x it is also ignored
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(order is definition order); however, in the stdlib version it will be ignored
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but not removed.
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Enumeration members are hashable, so they can be used in dictionaries and sets::
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>>> apples = {}
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>>> apples[Color.red] = 'red delicious'
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>>> apples[Color.green] = 'granny smith'
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>>> apples == {Color.red: 'red delicious', Color.green: 'granny smith'}
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True
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Programmatic access to enumeration members and their attributes
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---------------------------------------------------------------
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Sometimes it's useful to access members in enumerations programmatically (i.e.
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situations where ``Color.red`` won't do because the exact color is not known
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at program-writing time). ``Enum`` allows such access::
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>>> Color(1)
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<Color.red: 1>
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>>> Color(3)
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<Color.blue: 3>
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If you want to access enum members by *name*, use item access::
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>>> Color['red']
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<Color.red: 1>
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>>> Color['green']
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<Color.green: 2>
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If have an enum member and need its ``name`` or ``value``::
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>>> member = Color.red
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>>> member.name
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'red'
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>>> member.value
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1
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Duplicating enum members and values
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-----------------------------------
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Having two enum members (or any other attribute) with the same name is invalid;
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in Python 3.x this would raise an error, but in Python 2.x the second member
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simply overwrites the first::
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>>> # python 2.x
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>>> class Shape(Enum):
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... square = 2
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... square = 3
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...
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>>> Shape.square
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<Shape.square: 3>
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>>> # python 3.x
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>>> class Shape(Enum):
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... square = 2
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... square = 3
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Traceback (most recent call last):
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...
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TypeError: Attempted to reuse key: 'square'
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However, two enum members are allowed to have the same value. Given two members
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A and B with the same value (and A defined first), B is an alias to A. By-value
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lookup of the value of A and B will return A. By-name lookup of B will also
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return A::
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>>> class Shape(Enum):
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... __order__ = 'square diamond circle alias_for_square' # only needed in 2.x
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... square = 2
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... diamond = 1
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... circle = 3
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... alias_for_square = 2
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...
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>>> Shape.square
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<Shape.square: 2>
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>>> Shape.alias_for_square
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<Shape.square: 2>
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>>> Shape(2)
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<Shape.square: 2>
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Allowing aliases is not always desirable. ``unique`` can be used to ensure
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that none exist in a particular enumeration::
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>>> from enum import unique
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>>> @unique
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... class Mistake(Enum):
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... __order__ = 'one two three four' # only needed in 2.x
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... one = 1
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... two = 2
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... three = 3
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... four = 3
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Traceback (most recent call last):
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...
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ValueError: duplicate names found in <enum 'Mistake'>: four -> three
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Iterating over the members of an enum does not provide the aliases::
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>>> list(Shape)
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[<Shape.square: 2>, <Shape.diamond: 1>, <Shape.circle: 3>]
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The special attribute ``__members__`` is a dictionary mapping names to members.
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It includes all names defined in the enumeration, including the aliases::
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>>> for name, member in sorted(Shape.__members__.items()):
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... name, member
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...
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('alias_for_square', <Shape.square: 2>)
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('circle', <Shape.circle: 3>)
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('diamond', <Shape.diamond: 1>)
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('square', <Shape.square: 2>)
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The ``__members__`` attribute can be used for detailed programmatic access to
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the enumeration members. For example, finding all the aliases::
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>>> [name for name, member in Shape.__members__.items() if member.name != name]
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['alias_for_square']
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Comparisons
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-----------
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Enumeration members are compared by identity::
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>>> Color.red is Color.red
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True
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>>> Color.red is Color.blue
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False
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>>> Color.red is not Color.blue
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True
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Ordered comparisons between enumeration values are *not* supported. Enum
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members are not integers (but see `IntEnum`_ below)::
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>>> Color.red < Color.blue
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Traceback (most recent call last):
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File "<stdin>", line 1, in <module>
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TypeError: unorderable types: Color() < Color()
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.. warning::
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In Python 2 *everything* is ordered, even though the ordering may not
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make sense. If you want your enumerations to have a sensible ordering
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check out the `OrderedEnum`_ recipe below.
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Equality comparisons are defined though::
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>>> Color.blue == Color.red
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False
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>>> Color.blue != Color.red
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True
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>>> Color.blue == Color.blue
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True
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Comparisons against non-enumeration values will always compare not equal
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(again, ``IntEnum`` was explicitly designed to behave differently, see
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below)::
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>>> Color.blue == 2
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False
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Allowed members and attributes of enumerations
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----------------------------------------------
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The examples above use integers for enumeration values. Using integers is
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short and handy (and provided by default by the `Functional API`_), but not
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strictly enforced. In the vast majority of use-cases, one doesn't care what
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the actual value of an enumeration is. But if the value *is* important,
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enumerations can have arbitrary values.
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Enumerations are Python classes, and can have methods and special methods as
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usual. If we have this enumeration::
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>>> class Mood(Enum):
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... funky = 1
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... happy = 3
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...
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... def describe(self):
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... # self is the member here
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... return self.name, self.value
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...
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... def __str__(self):
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... return 'my custom str! {0}'.format(self.value)
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...
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... @classmethod
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... def favorite_mood(cls):
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... # cls here is the enumeration
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... return cls.happy
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Then::
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>>> Mood.favorite_mood()
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<Mood.happy: 3>
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>>> Mood.happy.describe()
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('happy', 3)
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>>> str(Mood.funky)
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'my custom str! 1'
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The rules for what is allowed are as follows: _sunder_ names (starting and
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ending with a single underscore) are reserved by enum and cannot be used;
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all other attributes defined within an enumeration will become members of this
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enumeration, with the exception of *__dunder__* names and descriptors (methods
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are also descriptors).
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Note:
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If your enumeration defines ``__new__`` and/or ``__init__`` then
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whatever value(s) were given to the enum member will be passed into
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those methods. See `Planet`_ for an example.
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Restricted subclassing of enumerations
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--------------------------------------
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Subclassing an enumeration is allowed only if the enumeration does not define
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any members. So this is forbidden::
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>>> class MoreColor(Color):
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... pink = 17
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Traceback (most recent call last):
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...
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TypeError: Cannot extend enumerations
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But this is allowed::
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>>> class Foo(Enum):
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... def some_behavior(self):
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... pass
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...
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>>> class Bar(Foo):
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... happy = 1
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... sad = 2
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...
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Allowing subclassing of enums that define members would lead to a violation of
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some important invariants of types and instances. On the other hand, it makes
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sense to allow sharing some common behavior between a group of enumerations.
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(See `OrderedEnum`_ for an example.)
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Pickling
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--------
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Enumerations can be pickled and unpickled::
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>>> from enum.test_enum import Fruit
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>>> from pickle import dumps, loads
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>>> Fruit.tomato is loads(dumps(Fruit.tomato, 2))
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True
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The usual restrictions for pickling apply: picklable enums must be defined in
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the top level of a module, since unpickling requires them to be importable
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from that module.
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Note:
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With pickle protocol version 4 (introduced in Python 3.4) it is possible
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to easily pickle enums nested in other classes.
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Functional API
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--------------
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The ``Enum`` class is callable, providing the following functional API::
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>>> Animal = Enum('Animal', 'ant bee cat dog')
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>>> Animal
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<enum 'Animal'>
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>>> Animal.ant
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<Animal.ant: 1>
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>>> Animal.ant.value
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1
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>>> list(Animal)
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[<Animal.ant: 1>, <Animal.bee: 2>, <Animal.cat: 3>, <Animal.dog: 4>]
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The semantics of this API resemble ``namedtuple``. The first argument
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of the call to ``Enum`` is the name of the enumeration.
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The second argument is the *source* of enumeration member names. It can be a
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whitespace-separated string of names, a sequence of names, a sequence of
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2-tuples with key/value pairs, or a mapping (e.g. dictionary) of names to
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values. The last two options enable assigning arbitrary values to
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enumerations; the others auto-assign increasing integers starting with 1. A
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new class derived from ``Enum`` is returned. In other words, the above
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assignment to ``Animal`` is equivalent to::
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>>> class Animals(Enum):
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... ant = 1
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... bee = 2
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... cat = 3
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... dog = 4
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Pickling enums created with the functional API can be tricky as frame stack
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implementation details are used to try and figure out which module the
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enumeration is being created in (e.g. it will fail if you use a utility
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function in separate module, and also may not work on IronPython or Jython).
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The solution is to specify the module name explicitly as follows::
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>>> Animals = Enum('Animals', 'ant bee cat dog', module=__name__)
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Derived Enumerations
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||
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--------------------
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||
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||
|
IntEnum
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^^^^^^^
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||
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A variation of ``Enum`` is provided which is also a subclass of
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``int``. Members of an ``IntEnum`` can be compared to integers;
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||
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by extension, integer enumerations of different types can also be compared
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to each other::
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||
|
|
||
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>>> from enum import IntEnum
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>>> class Shape(IntEnum):
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... circle = 1
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... square = 2
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...
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>>> class Request(IntEnum):
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... post = 1
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... get = 2
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...
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>>> Shape == 1
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False
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>>> Shape.circle == 1
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True
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>>> Shape.circle == Request.post
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True
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However, they still can't be compared to standard ``Enum`` enumerations::
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>>> class Shape(IntEnum):
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... circle = 1
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... square = 2
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...
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>>> class Color(Enum):
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... red = 1
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... green = 2
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...
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>>> Shape.circle == Color.red
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False
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``IntEnum`` values behave like integers in other ways you'd expect::
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>>> int(Shape.circle)
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1
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>>> ['a', 'b', 'c'][Shape.circle]
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'b'
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>>> [i for i in range(Shape.square)]
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[0, 1]
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For the vast majority of code, ``Enum`` is strongly recommended,
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since ``IntEnum`` breaks some semantic promises of an enumeration (by
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being comparable to integers, and thus by transitivity to other
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unrelated enumerations). It should be used only in special cases where
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there's no other choice; for example, when integer constants are
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||
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replaced with enumerations and backwards compatibility is required with code
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that still expects integers.
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Others
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||
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^^^^^^
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||
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|
||
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While ``IntEnum`` is part of the ``enum`` module, it would be very
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||
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simple to implement independently::
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||
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|
||
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class IntEnum(int, Enum):
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pass
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||
|
This demonstrates how similar derived enumerations can be defined; for example
|
||
|
a ``StrEnum`` that mixes in ``str`` instead of ``int``.
|
||
|
|
||
|
Some rules:
|
||
|
|
||
|
1. When subclassing ``Enum``, mix-in types must appear before
|
||
|
``Enum`` itself in the sequence of bases, as in the ``IntEnum``
|
||
|
example above.
|
||
|
2. While ``Enum`` can have members of any type, once you mix in an
|
||
|
additional type, all the members must have values of that type, e.g.
|
||
|
``int`` above. This restriction does not apply to mix-ins which only
|
||
|
add methods and don't specify another data type such as ``int`` or
|
||
|
``str``.
|
||
|
3. When another data type is mixed in, the ``value`` attribute is *not the
|
||
|
same* as the enum member itself, although it is equivalant and will compare
|
||
|
equal.
|
||
|
4. %-style formatting: ``%s`` and ``%r`` call ``Enum``'s ``__str__`` and
|
||
|
``__repr__`` respectively; other codes (such as ``%i`` or ``%h`` for
|
||
|
IntEnum) treat the enum member as its mixed-in type.
|
||
|
|
||
|
Note: Prior to Python 3.4 there is a bug in ``str``'s %-formatting: ``int``
|
||
|
subclasses are printed as strings and not numbers when the ``%d``, ``%i``,
|
||
|
or ``%u`` codes are used.
|
||
|
5. ``str.__format__`` (or ``format``) will use the mixed-in
|
||
|
type's ``__format__``. If the ``Enum``'s ``str`` or
|
||
|
``repr`` is desired use the ``!s`` or ``!r`` ``str`` format codes.
|
||
|
|
||
|
|
||
|
Decorators
|
||
|
----------
|
||
|
|
||
|
unique
|
||
|
^^^^^^
|
||
|
|
||
|
A ``class`` decorator specifically for enumerations. It searches an
|
||
|
enumeration's ``__members__`` gathering any aliases it finds; if any are
|
||
|
found ``ValueError`` is raised with the details::
|
||
|
|
||
|
>>> @unique
|
||
|
... class NoDupes(Enum):
|
||
|
... first = 'one'
|
||
|
... second = 'two'
|
||
|
... third = 'two'
|
||
|
Traceback (most recent call last):
|
||
|
...
|
||
|
ValueError: duplicate names found in <enum 'NoDupes'>: third -> second
|
||
|
|
||
|
|
||
|
Interesting examples
|
||
|
--------------------
|
||
|
|
||
|
While ``Enum`` and ``IntEnum`` are expected to cover the majority of
|
||
|
use-cases, they cannot cover them all. Here are recipes for some different
|
||
|
types of enumerations that can be used directly, or as examples for creating
|
||
|
one's own.
|
||
|
|
||
|
|
||
|
AutoNumber
|
||
|
^^^^^^^^^^
|
||
|
|
||
|
Avoids having to specify the value for each enumeration member::
|
||
|
|
||
|
>>> class AutoNumber(Enum):
|
||
|
... def __new__(cls):
|
||
|
... value = len(cls.__members__) + 1
|
||
|
... obj = object.__new__(cls)
|
||
|
... obj._value_ = value
|
||
|
... return obj
|
||
|
...
|
||
|
>>> class Color(AutoNumber):
|
||
|
... __order__ = "red green blue" # only needed in 2.x
|
||
|
... red = ()
|
||
|
... green = ()
|
||
|
... blue = ()
|
||
|
...
|
||
|
>>> Color.green.value == 2
|
||
|
True
|
||
|
|
||
|
Note:
|
||
|
|
||
|
The `__new__` method, if defined, is used during creation of the Enum
|
||
|
members; it is then replaced by Enum's `__new__` which is used after
|
||
|
class creation for lookup of existing members. Due to the way Enums are
|
||
|
supposed to behave, there is no way to customize Enum's `__new__`.
|
||
|
|
||
|
|
||
|
UniqueEnum
|
||
|
^^^^^^^^^^
|
||
|
|
||
|
Raises an error if a duplicate member name is found instead of creating an
|
||
|
alias::
|
||
|
|
||
|
>>> class UniqueEnum(Enum):
|
||
|
... def __init__(self, *args):
|
||
|
... cls = self.__class__
|
||
|
... if any(self.value == e.value for e in cls):
|
||
|
... a = self.name
|
||
|
... e = cls(self.value).name
|
||
|
... raise ValueError(
|
||
|
... "aliases not allowed in UniqueEnum: %r --> %r"
|
||
|
... % (a, e))
|
||
|
...
|
||
|
>>> class Color(UniqueEnum):
|
||
|
... red = 1
|
||
|
... green = 2
|
||
|
... blue = 3
|
||
|
... grene = 2
|
||
|
Traceback (most recent call last):
|
||
|
...
|
||
|
ValueError: aliases not allowed in UniqueEnum: 'grene' --> 'green'
|
||
|
|
||
|
|
||
|
OrderedEnum
|
||
|
^^^^^^^^^^^
|
||
|
|
||
|
An ordered enumeration that is not based on ``IntEnum`` and so maintains
|
||
|
the normal ``Enum`` invariants (such as not being comparable to other
|
||
|
enumerations)::
|
||
|
|
||
|
>>> class OrderedEnum(Enum):
|
||
|
... def __ge__(self, other):
|
||
|
... if self.__class__ is other.__class__:
|
||
|
... return self._value_ >= other._value_
|
||
|
... return NotImplemented
|
||
|
... def __gt__(self, other):
|
||
|
... if self.__class__ is other.__class__:
|
||
|
... return self._value_ > other._value_
|
||
|
... return NotImplemented
|
||
|
... def __le__(self, other):
|
||
|
... if self.__class__ is other.__class__:
|
||
|
... return self._value_ <= other._value_
|
||
|
... return NotImplemented
|
||
|
... def __lt__(self, other):
|
||
|
... if self.__class__ is other.__class__:
|
||
|
... return self._value_ < other._value_
|
||
|
... return NotImplemented
|
||
|
...
|
||
|
>>> class Grade(OrderedEnum):
|
||
|
... __ordered__ = 'A B C D F'
|
||
|
... A = 5
|
||
|
... B = 4
|
||
|
... C = 3
|
||
|
... D = 2
|
||
|
... F = 1
|
||
|
...
|
||
|
>>> Grade.C < Grade.A
|
||
|
True
|
||
|
|
||
|
|
||
|
Planet
|
||
|
^^^^^^
|
||
|
|
||
|
If ``__new__`` or ``__init__`` is defined the value of the enum member
|
||
|
will be passed to those methods::
|
||
|
|
||
|
>>> class Planet(Enum):
|
||
|
... MERCURY = (3.303e+23, 2.4397e6)
|
||
|
... VENUS = (4.869e+24, 6.0518e6)
|
||
|
... EARTH = (5.976e+24, 6.37814e6)
|
||
|
... MARS = (6.421e+23, 3.3972e6)
|
||
|
... JUPITER = (1.9e+27, 7.1492e7)
|
||
|
... SATURN = (5.688e+26, 6.0268e7)
|
||
|
... URANUS = (8.686e+25, 2.5559e7)
|
||
|
... NEPTUNE = (1.024e+26, 2.4746e7)
|
||
|
... def __init__(self, mass, radius):
|
||
|
... self.mass = mass # in kilograms
|
||
|
... self.radius = radius # in meters
|
||
|
... @property
|
||
|
... def surface_gravity(self):
|
||
|
... # universal gravitational constant (m3 kg-1 s-2)
|
||
|
... G = 6.67300E-11
|
||
|
... return G * self.mass / (self.radius * self.radius)
|
||
|
...
|
||
|
>>> Planet.EARTH.value
|
||
|
(5.976e+24, 6378140.0)
|
||
|
>>> Planet.EARTH.surface_gravity
|
||
|
9.802652743337129
|
||
|
|
||
|
|
||
|
How are Enums different?
|
||
|
------------------------
|
||
|
|
||
|
Enums have a custom metaclass that affects many aspects of both derived Enum
|
||
|
classes and their instances (members).
|
||
|
|
||
|
|
||
|
Enum Classes
|
||
|
^^^^^^^^^^^^
|
||
|
|
||
|
The ``EnumMeta`` metaclass is responsible for providing the
|
||
|
``__contains__``, ``__dir__``, ``__iter__`` and other methods that
|
||
|
allow one to do things with an ``Enum`` class that fail on a typical
|
||
|
class, such as ``list(Color)`` or ``some_var in Color``. ``EnumMeta`` is
|
||
|
responsible for ensuring that various other methods on the final ``Enum``
|
||
|
class are correct (such as ``__new__``, ``__getnewargs__``,
|
||
|
``__str__`` and ``__repr__``).
|
||
|
|
||
|
.. note::
|
||
|
|
||
|
``__dir__`` is not changed in the Python 2 line as it messes up some
|
||
|
of the decorators included in the stdlib.
|
||
|
|
||
|
|
||
|
Enum Members (aka instances)
|
||
|
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||
|
|
||
|
The most interesting thing about Enum members is that they are singletons.
|
||
|
``EnumMeta`` creates them all while it is creating the ``Enum``
|
||
|
class itself, and then puts a custom ``__new__`` in place to ensure
|
||
|
that no new ones are ever instantiated by returning only the existing
|
||
|
member instances.
|
||
|
|
||
|
|
||
|
Finer Points
|
||
|
^^^^^^^^^^^^
|
||
|
|
||
|
``Enum`` members are instances of an ``Enum`` class, and even though they
|
||
|
are accessible as `EnumClass.member1.member2`, they should not be
|
||
|
accessed directly from the member as that lookup may fail or, worse,
|
||
|
return something besides the ``Enum`` member you were looking for
|
||
|
(changed in version 1.1.1)::
|
||
|
|
||
|
>>> class FieldTypes(Enum):
|
||
|
... name = 1
|
||
|
... value = 2
|
||
|
... size = 3
|
||
|
...
|
||
|
>>> FieldTypes.value.size
|
||
|
<FieldTypes.size: 3>
|
||
|
>>> FieldTypes.size.value
|
||
|
3
|
||
|
|
||
|
The ``__members__`` attribute is only available on the class.
|
||
|
|
||
|
In Python 3.x ``__members__`` is always an ``OrderedDict``, with the order being
|
||
|
the definition order. In Python 2.7 ``__members__`` is an ``OrderedDict`` if
|
||
|
``__order__`` was specified, and a plain ``dict`` otherwise. In all other Python
|
||
|
2.x versions ``__members__`` is a plain ``dict`` even if ``__order__`` was specified
|
||
|
as the ``OrderedDict`` type didn't exist yet.
|
||
|
|
||
|
If you give your ``Enum`` subclass extra methods, like the `Planet`_
|
||
|
class above, those methods will show up in a `dir` of the member,
|
||
|
but not of the class::
|
||
|
|
||
|
>>> dir(Planet)
|
||
|
['EARTH', 'JUPITER', 'MARS', 'MERCURY', 'NEPTUNE', 'SATURN', 'URANUS',
|
||
|
'VENUS', '__class__', '__doc__', '__members__', '__module__']
|
||
|
>>> dir(Planet.EARTH)
|
||
|
['__class__', '__doc__', '__module__', 'name', 'surface_gravity', 'value']
|
||
|
|
||
|
A ``__new__`` method will only be used for the creation of the
|
||
|
``Enum`` members -- after that it is replaced. This means if you wish to
|
||
|
change how ``Enum`` members are looked up you either have to write a
|
||
|
helper function or a ``classmethod``.
|