Dynamically bind method to class instance in pytho

2020-03-04 02:56发布

问题:

Let's say that I have a class defined in moduleA.py which I want to add a method to, using some sort of loader method that takes a the name of a second module and the method defined there that should be bound

class ClassA(object):
    def __init__(self,config):
        super(ClassA, self).__init__()

        self.a = 1
        self.b = 2
        self.meth1 = self. bind_method(config)

    def bind_method(self,config):
        # load method
        <return method defined in config as a str 'moduleB.meth2'>

    def calling_method():
        return self.meth1() 

where the method defined in moduleB.py looks something like:

def meth2(self):
    return self.a + self.b

The point being that I want to be able to write meth2 to be able to access class variables of ClassA once it is bound. This way, when you would have something like:

from moduleA import ClassA

A = ClassA()
aout = A.calling_method()

Calling A.calling_method() properly calls the method defined in moduleB.py.

I've seen this sort of binding done in answers on SO after ClassA is instantiated using types.MethodType, but I haven't been able to dig up how to bind inside the class definition so that it is done internally when the class is instantiated.

Any suggestions on what should go in the bind_method method would be much appreciated.

回答1:

import sys
import types

def getobj(astr):
    """
    getobj('scipy.stats.stats') returns the associated module
    getobj('scipy.stats.stats.chisquare') returns the associated function
    """
    try:
        return globals()[astr]
    except KeyError:
        try:
            return __import__(astr, fromlist=[''])
        except ImportError:
            modname, _, basename = astr.rpartition('.')
            if modname:
                mod = getobj(modname)
                return getattr(mod, basename)
            else:
                raise

class ClassA(object):
    def __init__(self, methpath):
        super(ClassA, self).__init__()
        self.a = 1
        self.b = 2
        self.meth1 = types.MethodType(getobj(methpath), self)

a = ClassA('moduleB.meth2')
print(a.meth1())
# 3


回答2:

Skipping the config stuff which wasn't clear to me, the binding itself would look like this:

from moduleB import meth2
ClassA.meth1 = meth2

The important part is that you're binding to the class, not to an instance. This way if you call meth1 on an instance, it will automatically receive the instance as the first argument.



回答3:

Since meth2() is a function, it is a descriptor and you can bind it by calling the __get__() method.

def meth2(self):
    return self.a + self.b

class ClassA(object):
    def __init__(self,config):
        super(ClassA, self).__init__()
        self.a = 1
        self.b = 2
        self.meth1 = config.__get__(self, ClassA)

c = ClassA(meth2)
print c.meth1() #correctly prints 3 


回答4:

There's actually a much simpler way to do this:

class ClassA(object):
    def __init__(self,config):
        super(ClassA, self).__init__()

        self.a = 1
        self.b = 2

    from moduleB import meth2 as meth1

    def calling_method():
        return self.meth1()