如何在 Python 中的 child class 中略微修改 parent __init__() 的继承属性?

How to slightly modify an inherited attribute from parent __init__() with minimal changes in the child class in Python?

代码如下:

def some_function1():
    pass

def some_function2():
    pass

def some_function3():
    pass

def some_function4():
    pass

class ReporterClass():
    def __init__(self, data_reporter):
        self.data_reporter = data_reporter

class ParentClass():
    def __init__(self, param1, param2):
        self.param1 = param1
        self.param2 = param2
        self.datacollector = ReporterClass(data_reporter={
            'Report info 1': some_function1,
            'Report info 2': some_function2,
            'Report info 3': some_function3,
            })

class ChildClass(ParentClass):
    def __init__(self, param1, param2):
        self.param1 = param1
        self.param2 = param2
        self.datacollector = ReporterClass(data_reporter={
            'Report info 1': some_function1,
            'Report info 2': some_function2,
            'Report info 3': some_function3,
            'Report info 4': some_function4,
            })

这在这个玩具示例中工作正常,但我在实际代码中遇到的问题是 __init__() 中有很多参数,例如 param1... param100.同样,data_reporter 中有许多字典项,例如 Report info 1 ... Report info 100。我喜欢通过将 'Report info 4': some_function4 添加到 ChildClass 中的 self.datacollector 来简单地进行修改,而不必完全覆盖 parent 的 __init__() 并且不必重复所有参数代码。任何提示或建议将不胜感激。

--- 编辑 ---

再详细解释一下。根据建议,我会将 child class 创建为 ChildClass1。但是,我的class在初始化的时候有很多参数。不仅需要全部写在childclass'__init__(),还需要"repeat"写在super().__init__()。所以想知道有没有更方便更优雅的方法,不用再赘述了。类似于 ChildClass2?

class ChildClass1(ParentClass):
    def __init__(self, 
                        param1, 
                        param2,
                        ., # Very long list of parameters
                        .,
                        .,
                        param100,
    ):
        super().__init__(
                        param1, 
                        param2,
                        ., # Very long list of parameters
                        .,
                        .,
                        param100
                        )
        self.datacollector.data_reporter['Report info 4'] = some_function4

class ChildClass2(ParentClass):
    def __init__(self, *args):
        some_var_to_store_parent_init_params = super().__init__.attr

        for param in some_var_to_store_parent_init_params:
            # somehow assign it back to ChildClass' args

        super().__init__(some_var_to_store_parent_init_params)

        self.datacollector.data_reporter['Report info 4'] = some_function4

假设我正确理解了您的问题,以下内容是否符合您的要求?

class MaybeWorks:
    def __init__(self, num_funcs, *args):
        for k, arg in enumerate(args):
            setattr(self, 'param'+str(k+1), arg)
        data_reporter=dict()
        for k in range(num_funcs):
            data_reporter['Report info '+str(k+1)] = globals()['some_function'+str(k+1)]
        self.datacollector = ReporterClass(data_reporter)

调用super()__init__()将帮助您很好地重用父__init__;然后你可以在 ChildClass

的 'ReporterClass.datacollector' 属性中添加必要的附加功能

您可以进一步重构构建 ReporterClass.datacollector 的方式以使用参数填充它 - 相反,在这里,在调用 super().

之后直接添加其他值
def some_function1(): pass    
def some_function2(): pass
def some_function3(): pass
def some_function4(): pass


class ReporterClass:
    def __init__(self, data_reporter):
        self.data_reporter = data_reporter


class ParentClass:
    def __init__(self, param1, param2):
        self.param1 = param1
        self.param2 = param2
        self._data_reporter = {'Report info 1': some_function1,
                               'Report info 2': some_function2,
                               'Report info 3': some_function3}
        self.datacollector = ReporterClass(self._data_reporter)


class ChildClass(ParentClass):
    def __init__(self, param1, param2):
        super().__init__(param1, param2)
        self.datacollector.data_reporter['Report info 4'] = some_function4


if __name__ == '__main__':

    print(ParentClass(1, 2).datacollector.data_reporter)
    print(ChildClass(3, 4).datacollector.data_reporter)

[编辑] ----------

如果您发现处理许多参数很麻烦,可以使用 args、kwargs,如下所示:

class ParentClass:
    def __init__(self, *args):
        self.param1, self.param2 = args
        self._data_reporter = {'Report info 1': some_function1,
                               'Report info 2': some_function2,
                               'Report info 3': some_function3}
        self.datacollector = ReporterClass(self._data_reporter)


class ChildClass(ParentClass):
    def __init__(self, *args):
        super().__init__(*args)
        self.datacollector.data_reporter['Report info 4'] = some_function4


if __name__ == '__main__':

    print(ParentClass(1, 2).datacollector.data_reporter)
    print(ChildClass(3, 4).datacollector.data_reporter)