I'd like to create a class which has abc.ABCMeta
as a metaclass and is compatible both with Python 2.7 and Python 3.5. Until now, I only succeeded doing this either on 2.7 or on 3.5 - but never on both versions simultaneously. Could someone give me a hand?
Python 2.7:
import abc class SomeAbstractClass(object): __metaclass__ = abc.ABCMeta @abc.abstractmethod def do_something(self): pass
Python 3.5:
import abc class SomeAbstractClass(metaclass=abc.ABCMeta): @abc.abstractmethod def do_something(self): pass
If we run the following test using the suitable version of the Python interpreter (Python 2.7 -> Example 1, Python 3.5 -> Example 2), it succeeds in both scenarios:
import unittest class SomeAbstractClassTestCase(unittest.TestCase): def test_do_something_raises_exception(self): with self.assertRaises(TypeError) as error: processor = SomeAbstractClass() msg = str(error.exception) expected_msg = "Can't instantiate abstract class SomeAbstractClass with abstract methods do_something" self.assertEqual(msg, expected_msg)
While running the test using Python 3.5, the expected behavior doesn't happen (TypeError
is not raised while instantiating SomeAbstractClass
):
====================================================================== FAIL: test_do_something_raises_exception (__main__.SomeAbstractClassTestCase) ---------------------------------------------------------------------- Traceback (most recent call last): File "/home/tati/sample_abc.py", line 22, in test_do_something_raises_exception processor = SomeAbstractClass() AssertionError: TypeError not raised ----------------------------------------------------------------------
Whereas running the test using Python 2.7 raises a SyntaxError
:
Python 2.7 incompatible Raises exception: File "/home/tati/sample_abc.py", line 24 class SomeAbstractClass(metaclass=abc.ABCMeta): ^ SyntaxError: invalid syntax
ABCMeta . i.e abc. ABC implicitly defines the metaclass for us. The only difference is that in the former case you need a simple inheritance and in the latter you need to specify the metaclass.
ABCMeta metaclass provides a method called register method that can be invoked by its instance. By using this register method, any abstract base class can become an ancestor of any arbitrary concrete class.
Using abc.ABCMeta in a way it is compatible both with Python 2.7 and Python 3.5
If we were only using Python 3 (this is new in 3.4) we could do:
from abc import ABC
and inherit from ABC
instead of object
. That is:
class SomeAbstractClass(ABC): ...etc
You still don't need an extra dependence (the six module) - you can use the metaclass to create a parent (this is essentially what the six module does in with_metaclass):
import abc # compatible with Python 2 *and* 3: ABC = abc.ABCMeta('ABC', (object,), {'__slots__': ()}) class SomeAbstractClass(ABC): @abc.abstractmethod def do_something(self): pass
Or you could just do it in-place (but this is more messy, and doesn't contribute as much to reuse):
# use ABCMeta compatible with Python 2 *and* 3 class SomeAbstractClass(abc.ABCMeta('ABC', (object,), {'__slots__': ()})): @abc.abstractmethod def do_something(self): pass
Note that the signature looks a little messier than six.with_metaclass
but it is substantially the same semantics, without the extra dependence.
and now, when we try to instantiate without implementing the abstraction, we get precisely what we expect:
>>> SomeAbstractClass() Traceback (most recent call last): File "<pyshell#31>", line 1, in <module> SomeAbstractClass() TypeError: Can't instantiate abstract class SomeAbstractClass with abstract methods do_something
__slots__ = ()
We just added empty __slots__
to the ABC convenience class in Python 3's standard library, and my answer is updated to include it.
Not having __dict__
and __weakref__
available in the ABC
parent allows users to deny their creation for child classes and save memory - there are no downsides, unless you were using __slots__
in child classes already and relying on implicit __dict__
or __weakref__
creation from the ABC
parent.
The fast fix would be to declare __dict__
or __weakref__
in your child class as appropriate. Better (for __dict__
) might be to declare all your members explicitly.
You could use six.add_metaclass
or six.with_metaclass
:
import abc, six @six.add_metaclass(abc.ABCMeta) class SomeAbstractClass(): @abc.abstractmethod def do_something(self): pass
six
is a Python 2 and 3 compatibility library. You can install it by running pip install six
or by downloading the latest version of six.py
to your project directory.
For those of you who prefer future
over six
, the relevant function is future.utils.with_metaclass
.
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