Python Properties & Swig

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日久生厌 2021-01-30 09:24

I am attempting to create python bindings for some C++ code using swig. I seem have run into a problem trying to create python properties from some accessor functions I have for

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  • 2021-01-30 09:58

    The problem with Hao's ProperyVoodoo metaclass is that when there are multiple properties in the properties list, all the properties behave the same as the last one in the list. For example, if I had a list or property names ["x", "y", "z"], then the properties generated for all three would use the same accessors as "z".

    After a little experimentation I believe I've determined that this problem is caused by the way Python handles closures (ie. names within nested functions that refer to variables in the containing scope). To solve the problem, you need to get local copies of the property name variable into the fget and fset methods. It's easy enough to sneak them in using default arguments:

    # (NOTE: Hao's comments removed for brevity)
    class PropertyVoodoo(type):
    
    def __init__(cls, *a):
    
        for prop in cls.__properties__:
    
            def fget(self, _prop = str(prop)):
                s = super(cls, self)
                return getattr(s, _prop)()
    
    
            def fset(self, value, _prop = str(prop)):
                s = super(cls, self)
                return getattr(s, _prop)(value)
    
            setattr(cls, prop, property(fget=fget, fset=fset))
    
        super(PropertyVoodoo, cls).__init__(*a)
    
        def __setattr__(self, name, value):
            if name in cls.__properties__:
                object.__setattr__(self, name, value)
            else:
                s = super(cls, self)
                s.__setattr__(name, value)
    
        cls.__setattr__ = __setattr__
    

    Note that it is, in fact, completely safe to give fget and fset the extra _prop parameters because the property() class will never explicitly pass values to them, which means they will always be the default value (that being a copy of the string referenced by prop at the time each fget and fset method was created).

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  • 2021-01-30 10:01

    Use Attributes.i

    In the SWIG Lib folder is a file called "attributes.i" which is not discussed in the documentation but that contains inline documentation.

    All you have to do is add the following line to your interface file.

    %include <attributes.i>
    

    You then receive a number of macros (such as %attribute) for defining attributes from existing methods.

    An excerpt from the documentation in the attributes.i file:

    The following macros convert a pair of set/get methods into a "native" attribute. Use %attribute when you have a pair of get/set methods to a primitive type like in:

      %attribute(A, int, a, get_a, set_a);
    
      struct A
      {
        int get_a() const;
        void set_a(int aa);
      };
    
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  • 2021-01-30 10:02

    Ooh, this is tricky (and fun). SWIG doesn't recognize this as an opportunity to generate @property: I imagine it'd be all too easy to slip up and recognize lots of false positives if it weren't done really carefully. However, since SWIG won't do it in generating C++, it's still entirely possible to do this in Python using a small metaclass.

    So, below, let's say we have a Math class that lets us set and get an integer variable named "pi". Then we can use this code:

    example.h

    #ifndef EXAMPLE_H
    #define EXAMPLE_H
    
    class Math {
     public:
        int pi() const {
            return this->_pi;
        }
    
        void pi(int pi) {
            this->_pi = pi;
        }
    
     private:
        int _pi;
    };
    
    #endif
    

    example.i

    %module example
    
    %{
        #define SWIG_FILE_WITH_INIT
        #include "example.h"
    %}
    
    [essentially example.h repeated again]
    

    example.cpp

    #include "example.h"
    

    util.py

    class PropertyVoodoo(type):
        """A metaclass. Initializes when the *class* is initialized, not
        the object. Therefore, we are free to muck around the class
        methods and, specifically, descriptors."""
    
        def __init__(cls, *a):
            # OK, so the list of C++ properties using the style described
            # in the OP is stored in a __properties__ magic variable on
            # the class.
            for prop in cls.__properties__:
    
                # Get accessor.
                def fget(self):
                    # Get the SWIG class using super. We have to use super
                    # because the only information we're working off of is
                    # the class object itself (cls). This is not the most
                    # robust way of doing things but works when the SWIG
                    # class is the only superclass.
                    s = super(cls, self)
    
                    # Now get the C++ method and call its operator().
                    return getattr(s, prop)()
    
                # Set accessor.
                def fset(self, value):
                    # Same as above.
                    s = super(cls, self)
    
                    # Call its overloaded operator(int value) to set it.
                    return getattr(s, prop)(value)
    
                # Properties in Python are descriptors, which are in turn
                # static variables on the class. So, here we create the
                # static variable and set it to the property.
                setattr(cls, prop, property(fget=fget, fset=fset))
    
            # type() needs the additional arguments we didn't use to do
            # inheritance. (Parent classes are passed in as arguments as
            # part of the metaclass protocol.) Usually a = [<some swig
            # class>] right now.
            super(PropertyVoodoo, cls).__init__(*a)
    
            # One more piece of work: SWIG selfishly overrides
            # __setattr__. Normal Python classes use object.__setattr__,
            # so that's what we use here. It's not really important whose
            # __setattr__ we use as long as we skip the SWIG class in the
            # inheritance chain because SWIG's __setattr__ will skip the
            # property we just created.
            def __setattr__(self, name, value):
                # Only do this for the properties listed.
                if name in cls.__properties__:
                    object.__setattr__(self, name, value)
                else:
                    # Same as above.
                    s = super(cls, self)
    
                    s.__setattr__(name, value)
    
            # Note that __setattr__ is supposed to be an instance method,
            # hence the self. Simply assigning it to the class attribute
            # will ensure it's an instance method; that is, it will *not*
            # turn into a static/classmethod magically.
            cls.__setattr__ = __setattr__
    

    somefile.py

    import example
    from util import PropertyVoodoo
    
    class Math(example.Math):
        __properties__ = ['pi']
        __metaclass__  = PropertyVoodoo
    
    m = Math()
    print m.pi
    m.pi = 1024
    print m.pi
    m.pi = 10000
    print m.pi
    

    So the end result is just that you have to create a wrapper class for every SWIG Python class and then type two lines: one to mark which methods should be converted in properties and one to bring in the metaclass.

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  • 2021-01-30 10:02

    I had the same problem and the advice to use %pythoncode worked for me. Here is what I did:

    class Foo {
      // ...
      std::string get_name();
      bool set_name(const std::string & name);
    };
    

    In the wrapper:

    %include "foo.h"
    %pythoncode %{
    def RaiseExceptionOnFailure(mutator):
      def mutator(self, v):
        if not mutator(self, v):
         raise ValueError("cannot set property")
      return wrapper
    Foo.name = property(Foo.get_name, RaiseExceptionOnFailure(Foo.set_name))
    %}
    
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  • 2021-01-30 10:22

    From http://www.swig.org/Doc2.0/SWIGDocumentation.html#SWIG_adding_member_functions:

    A little known feature of the %extend directive is that it can also be used to add synthesized attributes or to modify the behavior of existing data attributes. For example, suppose you wanted to make magnitude a read-only attribute of Vector instead of a method.

    So in your example the following should work:

    %extend Player {
        Entity entity;
    }
    
    %{
    Entity* Player_entity_get(Player* p) {
      return p->get_entity();
    }
    void Player_entityProp_set(Player* p, Entity* e) {
      p->set_entity(e);
    }
    %}
    
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  • 2021-01-30 10:24

    There is an easy way to make python properties from methods with swig.
    Suppose C++ code Example.h:

    C++ header

    class Example{
        public:
          void SetX(int x);
          int  GetX() const;
        };
    

    Lets convert this setter and getter to python propery 'x'. The trick is in .i file. We add some "swiggy" inline python code (with %pythoncode) that is inserted in a body of a resulting python class (in the auto-generated python code).

    Swig wrapping Example.i

    %module example
    %{
         #include "example.h"
    %}
    
    class Example{
        public:
          void SetX(int x);
          int  GetX() const;
    
          %pythoncode %{
             __swig_getmethods__["x"] = GetX
             __swig_setmethods__["x"] = SetX
             if _newclass: x = property(GetX, SetX)
          %}
        };
    

    Check the python code:

    python test code

    import example
    
    test = example.Example()
    test.x = 5
    print "Ha ha ha! It works! X = ", repr(test.x)
    

    That is it!



    Make it simplier!

    There is no need to rewrite a class definition. Thanks to Joshua advice, one could use SWIG directive %extend ClassName { }.

    Swig wrapping Example.i

    %module example
    %{
         #include "example.h"
    %}
    
    %extend Example{
          %pythoncode %{
             __swig_getmethods__["x"] = GetX
             __swig_setmethods__["x"] = SetX
             if _newclass: x = property(GetX, SetX)
          %}
        };
    

    Hiding setter and getter functions

    As one may see, test.GetX() and test.SetX() are still in place after conversion. One can hide them by:

    a) Rename functions by using %rename, add '_' in the beginning thus making methods "private" for python. In the a SWIG interface .i Example.i

    ...
    class Example{
       %rename(_SetX) SetX(int);
       %rename(_GetX) GetX();
    ...
    

    (%rename may be placed in some separated place to save the possibility to convert this class to other languages, which don't need these '_')

    b) or one can play with %feature("shadow")

    Why is it so?

    Why do we have to use such things to convert methods to a property by using SWIG? As it was said, SWIG selfishly overrides _setattr_, so one have to use _swig_getmethods_ and _swig_setmethods_ to register functions and stay in the swig way.

    Why may one prefer this way?

    The methods listed above, especially with PropertyVoodoo are... It is like burning the house to fry an egg. Also it breaks the classes layout, as one have to create inherited classes to make python properties from C++ methods. I mean if class Cow returns class Milk and the inherited class is MilkWithProperties(Milk), how to make Cow to produce MilkWithProperties?

    This approach allows one to:

    1. explicitly control what C++ methods to convert to python properties
    2. conversion rules are located in swig interface(*.i) files, the place where they are supposed to be
    3. one resulting autogenerated .py file
    4. stay in the swig syntax of insertions in swig generated .py file
    5. %pythoncode is ignored if one wraps library to other languages

    Update In a newer version SWIG abandoned _swig_property so just use property. It works with old version of swig the same. I've changed the post.

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