有没有更好的方法为动态命名属性执行getter属性?

时间:2012-08-25 14:42:40

标签: python properties getter setattr

我的一个类中有很多类似的字段来建模json数据。所有字段都初始化为None以帮助静态工具知道它们存在然后帮助函数根据它们正在建模的json数据帮助初始化它们(The SecondHandSongs API如果你想知道的话)。

某些数据只检索您必须获取的额外数据。所以我想使用将隐藏变量初始化为None并在第一次请求时获取/解码数据的旧技巧。但setattr(self.__class__)看起来很难看。

有没有更好的方法(在python中动态设置属性)?

def  _initialize_url_fields(self, attrNamesToFactoryFunction, json_data):
    for (name, factoryFunction) in attrNamesToFactoryFunction.iteritems():
        try:
            url = json_data[name]
        except KeyError:
            continue
        setattr(self, name + "_url", url)
        setattr(self, "_" + name, None)    
        setattr(self.__class__, name, property(lambda s: s._getter("_" + name, url, factoryFunction)))        

def _getter(self, hidden_prop_name, url, factoryFunction):
    if not getattr(self, hidden_prop_name):
        json_data = SHSDataAcess.getSHSData(url)
        setattr(self, hidden_prop_name, factoryFunction(json_data))
    return getattr(self, hidden_prop_name)

编辑: 我刚刚意识到我正在尝试在从 init 调用的实例方法中设置属性 。可以预料,它第二次失败了。

编辑2:

这是我在意识到每个对象设置一个属性后修复它的方法(如果不是单例类,则不可能)

class ShsData(object):
    def  _initialize_url_fields(self, attrNamesToFactoryFunctions, json_data):
        for (name, factoryFunction) in attrNamesToFactoryFunctions.items():
            self._getter_factory_functions[name] = factoryFunction 
            uri = None
            try:
                uri = json_data[name]
            except KeyError:
                pass
            setattr(self, name + "_uri", uri)
            setattr(self, "_" + name, None)

def _fetch_shs_data_on_first_access_getter(base_prop_name):
    def getter(self):
        factoryFunction = self._getter_factory_functions[base_prop_name]
        hidden_prop_name = "_" + base_prop_name 
        uri_prop_name = base_prop_name + "_uri"
        if not getattr(self, hidden_prop_name):
            if getattr(self, uri_prop_name):
                json_data = SHSDataAcess.getSHSData(getattr(self, uri_prop_name))
                setattr(self, hidden_prop_name, factoryFunction(json_data))
            else:
                return None
        return getattr(self, hidden_prop_name)
    return getter

class ShsArtist(ShsData):

    performances_data = property(_fetch_shs_data_on_first_access_getter("performances"))
    creditedWorks_data = property(_fetch_shs_data_on_first_access_getter("creditedWorks"))
    releases_data = property(_fetch_shs_data_on_first_access_getter("releases"))

    def __init__(self, json_data):
        ...
        self._initialize_url_fields({"performances": lambda xs: [ShsPerformance(x) for x in xs],
                                     "creditedWorks": lambda xs: [ShsWork(x) for x in xs],
                                     "releases": lambda xs: [ShsRelease(x) for x in xs]},
                                    json_data)

1 个答案:

答案 0 :(得分:0)

我可能会将属性子类化以处理您的常见情况。像这样:

class shs_klass_property(property):

    def __init__(self, name, klass):
        self.name = name
        self.klass = klass
        self.cached_name = '_%s' % name
        super(shs_klass_property, self).__init__(self.compute)

    def compute(self, obj):
        if not hasattr(obj, self.cached_name):
            if self.name in obj._json_data:
                # if needed handle cases where this isn't a list
                val = [self.klass(x) for x in obj._json_data[self.name]]
            else:
                val = None
            setattr(obj, self.cached_name, val)
        return getattr(obj, self.cached_name)

class ShsData(object):
    def __init__(self, json_data):
        self._json_data = json_data

class ShsWork(ShsData):
    pass

class ShsArtist(ShsData):
    works = shs_klass_property('works', ShsWork)

如果您总是想要设置uri,您可以执行以下操作:

# if you change this to pass in "_json_data" too,
# you'd have a simple general purpose delegation decorator
class shs_json_property(property):

    def __init__(self, name):
        self.name = name
        super(shs_json_property, self).__init__(self.compute)

    def compute(self, obj):
        return obj._json_data.get(self.name, None)

# a helper to set both. not necessary but saves a line of code.
def shs_property_pair(name, klass):
    return (shs_klass_property(name, klass),
            shs_json_property(name))

class ShsArtist(ShsData):
    works, works_uri = shs_property_pair('works', ShsWork)