Extending SWIG builtin classes
The -builtin option of SWIG has the advantage of being faster, and of being exempt of a bug with multiple inheritance.
The setback is I can't set any attribute on the g开发者_StackOverflowenerated classes or any subclass : -I can extend a python builtin type like list, without hassle, by subclassing it :class Thing(list):
pass
Thing.myattr = 'anything' # No problem
-However using the same approach on a SWIG builtin type, the following happens :
class Thing(SWIGBuiltinClass):
pass
Thing.myattr = 'anything'
AttributeError: type object 'Thing' has no attribute 'myattr'
How could I work around this problem ?
I found a solution quite by accident. I was experimenting with metaclasses, thinking I could manage to override the setattr and getattr functions of the builtin type in the subclass.
Doing this I discovered the builtins already have a metaclass (SwigPyObjectType), so my metaclass had to inherit it.
And that's it. This alone solved the problem. I would be glad if someone could explain why :
SwigPyObjectType = type(SWIGBuiltinClass)
class Meta(SwigPyObjectType):
pass
class Thing(SWIGBuiltinClass):
__metaclass__ = Meta
Thing.myattr = 'anything' # Works fine this time
The problem comes from how swig implemented the classes in "-builtin" to be just like builtin classes (hence the name).
builtin classes are not extensible - try to add or modify a member of "str" and python won't let you modify the attribute dictionary.
I do have a solution I've been using for several years.
I'm not sure I can recommend it because:
- It's arguably evil - the moral equivalent of casting away const-ness in C/C++
- It's unsupported and could break in future python releases
- I haven't tried it with python3
- I would be a bit uncomfortable using "black-magic" like this in production code - it could break and is certainly obscure - but at least one giant corporation IS using this in production code
But.. I love how well it works to solve some obscure features we wanted for debugging.
The original idea is not mine, I got it from: https://gist.github.com/mahmoudimus/295200 by Mahmoud Abdelkader
The basic idea is to access the const dictionary in the swig-created type object as a non-const dictionary and add/override any desired methods.
FYI, the technique of runtime modification of classes is called monkeypatching, see https://en.wikipedia.org/wiki/Monkey_patch
First - here's "monkeypatch.py":
''' monkeypatch.py:
I got this from https://gist.github.com/mahmoudimus/295200 by Mahmoud Abdelkader,
his comment: "found this from Armin R. on Twitter, what a beautiful gem ;)"
I made a few changes for coding style preferences
- Rudy Albachten April 30 2015
'''
import ctypes
from types import DictProxyType, MethodType
# figure out the size of _Py_ssize_t
_Py_ssize_t = ctypes.c_int64 if hasattr(ctypes.pythonapi, 'Py_InitModule4_64') else ctypes.c_int
# python without tracing
class _PyObject(ctypes.Structure):
pass
_PyObject._fields_ = [
('ob_refcnt', _Py_ssize_t),
('ob_type', ctypes.POINTER(_PyObject))
]
# fixup for python with tracing
if object.__basicsize__ != ctypes.sizeof(_PyObject):
class _PyObject(ctypes.Structure):
pass
_PyObject._fields_ = [
('_ob_next', ctypes.POINTER(_PyObject)),
('_ob_prev', ctypes.POINTER(_PyObject)),
('ob_refcnt', _Py_ssize_t),
('ob_type', ctypes.POINTER(_PyObject))
]
class _DictProxy(_PyObject):
_fields_ = [('dict', ctypes.POINTER(_PyObject))]
def reveal_dict(proxy):
if not isinstance(proxy, DictProxyType):
raise TypeError('dictproxy expected')
dp = _DictProxy.from_address(id(proxy))
ns = {}
ctypes.pythonapi.PyDict_SetItem(ctypes.py_object(ns), ctypes.py_object(None), dp.dict)
return ns[None]
def get_class_dict(cls):
d = getattr(cls, '__dict__', None)
if d is None:
raise TypeError('given class does not have a dictionary')
if isinstance(d, DictProxyType):
return reveal_dict(d)
return d
def test():
import random
d = get_class_dict(str)
d['foo'] = lambda x: ''.join(random.choice((c.upper, c.lower))() for c in x)
print "and this is monkey patching str".foo()
if __name__ == '__main__':
test()
Here's a contrived example using monkeypatch:
I have a class "myclass" in module "mystuff" wrapped with swig -python -builtin
I want to add an extra runtime method "namelen" that returns the length of the name returned by myclass.getName()
import mystuff
import monkeypatch
# add a "namelen" method to all "myclass" objects
def namelen(self):
return len(self.getName())
d = monkeypatch.get_class_dict(mystuff.myclass)
d['namelen'] = namelen
x = mystuff.myclass("xxxxxxxx")
print "namelen:", x.namelen()
Note that this can also be used to extend or override methods on builtin python classes, as is demonstrated in the test in monkeypatch.py: it adds a method "foo" to the builtin str class that returns a copy of the original string with random upper/lower case letters
I would probably replace:
# add a "namelen" method to all "myclass" objects
def namelen(self):
return len(self.getName())
d = monkeypatch.get_class_dict(mystuff.myclass)
d['namelen'] = namelen
with
# add a "namelen" method to all "myclass" objects
monkeypatch.get_class_dict(mystuff.myclass)['namelen'] = lambda self: return len(self.getName())
to avoid extra global variables
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