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How to access "__" (double underscore) variables in methods added to a class

Background

I wish to use a meta class in order to add helper methods based on the original class. If the method I wish to add uses self.__attributeName I get an AttributeError (because of name mangling) but for an existing identical method this isn't a problem.

Code example

Here is a simplified example

# Function to be added as a method of Test
def newfunction2(self):
    """Function identical to newfunction"""
    print self.mouse
    print self._dog
    print self.__cat

class MetaTest(type):
    """Metaclass to process the original class and
    add new methods based on the original class
    """
    def __new__(meta, name, base, dct):
        newclass = super(MetaTest, meta).__new__(
                meta, name, base, dct
                )

        # Condition for adding newfunction2
        if "newfunction" in dct:
            print "Found newfunction!"
            print "Add newfunction2!"
            setattr(newclass, "newfunction2", newfunction2)

        return newclass

# Class to be modified by MetaTest
class Test(object):
    __metaclass__ = MetaTest

    def __init__(self):
        self.__cat = "cat"
        self._dog = "dog"
        self.mouse = "mouse"

    def newfunction(self):
        """Function identical to newfunction2"""
        print self.mouse
        print self._dog
        print self.__cat

T = Test()
T.newfunction()
T.newfunction2() # AttributeError: 'Test' object has no attribute '__cat'

Question

Is there a way of adding newfunction2 that could use self.__cat?

(Without renaming self.__cat to self._cat.)

And maybe something more fundamental, why isn't self.__cat being treated in the same way for both cases since newfunction2 is now part of Test?

like image 399
Haydon Avatar asked May 22 '17 13:05

Haydon


People also ask

What does _ and __ mean in Python?

The use of double underscore ( __ ) in front of a name (specifically a method name) is not a convention; it has a specific meaning to the interpreter. Python mangles these names and it is used to avoid name clashes with names defined by subclasses.

What is __ init __ follow up question why is __ double underscore used?

__init__ is used as a constructor of the class. __call__ is used to make the object callable.

How do you type a double underscore?

These naming conventions are classified into two types: Double-leading Underscore: __var. Double-leading and trailing Underscore: __var__

What is double underscore methods in Python?

A double underscore prefix causes the Python interpreter to rewrite the attribute name in order to avoid naming conflicts in subclasses. This is also called name mangling—the interpreter changes the name of the variable in a way that makes it harder to create collisions when the class is extended later.


2 Answers

Name mangling happens when the methods in a class are compiled. Attribute names like __foo are turned in to _ClassName__foo, where ClassName is the name of the class the method is defined in. Note that you can use name mangling for attributes of other objects!

In your code, the name mangling in newfunction2 doesn't work because when the function is compiled, it's not part of the class. Thus the lookups of __cat don't get turned into __Test_cat the way they did in Test.__init__. You could explicitly look up the mangled version of the attribute name if you want, but it sounds like you want newfunction2 to be generic, and able to be added to multiple classes. Unfortunately, that doesn't work with name mangling.

Indeed, preventing code not defined in your class from accessing your attributes is the whole reason to use name mangling. Usually it's only worth bothering with if you're writing a proxy or mixin type and you don't want your internal-use attributes to collide with the attributes of the class you're proxying or mixing in with (which you won't know in advance).

like image 197
Blckknght Avatar answered Oct 16 '22 03:10

Blckknght


To answer both of your questions:

  1. You will need to change self.__cat when you need to call it from newfunction2 to self._Test__cat thanks to the name mangling rule.

  1. Python documentation:

This mangling is done without regard to the syntactic position of the identifier, as long as it occurs within the definition of a class.

Let me brake it down for you, it's saying that it doesn't matter where your interpreter is reading when it encounters a name mangled name. The name will only be mangled if it occurs in the definition of a class, which in your case, it's not. Since it's not directly "under" a class definition. So when it reads self.__cat, it's keeping it at self.__cat, not going to textually replace it with self._Test__cat since it isn't defined inside theTest class.

like image 4
Taku Avatar answered Oct 16 '22 03:10

Taku