这个C/ c++代码在Python中的等效代码是什么?

void foo()
{
    static int counter = 0;
    counter++;
    printf("counter is %d\n", counter);
}

具体来说,如何在函数级别实现静态成员,而不是在类级别?将函数放入类中会改变什么吗?


当前回答

_counter = 0
def foo():
   global _counter
   _counter += 1
   print 'counter is', _counter

Python习惯上使用下划线来表示私有变量。在C语言中,在函数内部声明静态变量的唯一原因是将它隐藏在函数之外,这并不是真正的Python惯用方法。

其他回答

使用generator函数生成迭代器。

def foo_gen():
    n = 0
    while True:
        n+=1
        yield n

然后像这样使用它

foo = foo_gen().next
for i in range(0,10):
    print foo()

如果你想要一个上限:

def foo_gen(limit=100000):
    n = 0
    while n < limit:
       n+=1
       yield n

如果迭代器终止(如上面的例子),您也可以直接遍历它,如

for i in foo_gen(20):
    print i

当然,在这些简单的情况下,最好使用xrange:)

这是yield statement的文档。

我个人更喜欢下面的装饰。各有各的。

def staticize(name, factory):
    """Makes a pseudo-static variable in calling function.

    If name `name` exists in calling function, return it. 
    Otherwise, saves return value of `factory()` in 
    name `name` of calling function and return it.

    :param name: name to use to store static object 
    in calling function
    :type name: String
    :param factory: used to initialize name `name` 
    in calling function
    :type factory: function
    :rtype: `type(factory())`

    >>> def steveholt(z):
    ...     a = staticize('a', list)
    ...     a.append(z)
    >>> steveholt.a
    Traceback (most recent call last):
    ...
    AttributeError: 'function' object has no attribute 'a'
    >>> steveholt(1)
    >>> steveholt.a
    [1]
    >>> steveholt('a')
    >>> steveholt.a
    [1, 'a']
    >>> steveholt.a = []
    >>> steveholt.a
    []
    >>> steveholt('zzz')
    >>> steveholt.a
    ['zzz']

    """
    from inspect import stack
    # get scope enclosing calling function
    calling_fn_scope = stack()[2][0]
    # get calling function
    calling_fn_name = stack()[1][3]
    calling_fn = calling_fn_scope.f_locals[calling_fn_name]
    if not hasattr(calling_fn, name):
        setattr(calling_fn, name, factory())
    return getattr(calling_fn, name)

有点相反,但这应该是有效的:

def foo():
    foo.counter += 1
    print "Counter is %d" % foo.counter
foo.counter = 0

如果你想让计数器初始化代码在顶部而不是底部,你可以创建一个装饰器:

def static_vars(**kwargs):
    def decorate(func):
        for k in kwargs:
            setattr(func, k, kwargs[k])
        return func
    return decorate

然后像这样使用代码:

@static_vars(counter=0)
def foo():
    foo.counter += 1
    print "Counter is %d" % foo.counter

它仍然需要你使用foo。前缀,不幸的是。

(图片来源:@ony)

你可以创建一个所谓的“函数对象”,并给它一个标准的(非静态的)成员变量,而不是创建一个具有静态局部变量的函数。

既然你给出了一个c++编写的例子,我将首先解释什么是c++中的“函数对象”。“函数对象”就是任何带有重载操作符()的类。类实例的行为类似于函数。例如,你可以写int x = square(5);即使square是一个对象(带有重载操作符()),从技术上讲也不是一个“函数”。你可以给一个函数对象任何你可以给一个类对象的特性。

# C++ function object
class Foo_class {
    private:
        int counter;     
    public:
        Foo_class() {
             counter = 0;
        }
        void operator() () {  
            counter++;
            printf("counter is %d\n", counter);
        }     
   };
   Foo_class foo;

在Python中,我们也可以重载operator(),除非该方法被命名为__call__:

下面是一个类定义:

class Foo_class:
    def __init__(self): # __init__ is similair to a C++ class constructor
        self.counter = 0
        # self.counter is like a static member
        # variable of a function named "foo"
    def __call__(self): # overload operator()
        self.counter += 1
        print("counter is %d" % self.counter);
foo = Foo_class() # call the constructor

下面是一个使用这个类的例子:

from foo import foo

for i in range(0, 5):
    foo() # function call

打印到控制台的输出是:

counter is 1
counter is 2
counter is 3
counter is 4
counter is 5

如果你想让你的函数接受输入参数,你也可以将它们添加到__call__:

# FILE: foo.py - - - - - - - - - - - - - - - - - - - - - - - - -

class Foo_class:
    def __init__(self):
        self.counter = 0
    def __call__(self, x, y, z): # overload operator()
        self.counter += 1
        print("counter is %d" % self.counter);
        print("x, y, z, are %d, %d, %d" % (x, y, z));
foo = Foo_class() # call the constructor

# FILE: main.py - - - - - - - - - - - - - - - - - - - - - - - - - - - - 

from foo import foo

for i in range(0, 5):
    foo(7, 8, 9) # function call

# Console Output - - - - - - - - - - - - - - - - - - - - - - - - - - 

counter is 1
x, y, z, are 7, 8, 9
counter is 2
x, y, z, are 7, 8, 9
counter is 3
x, y, z, are 7, 8, 9
counter is 4
x, y, z, are 7, 8, 9
counter is 5
x, y, z, are 7, 8, 9

可读性更强一点,但更冗长(Python的Zen:显式比隐式更好):

>>> def func(_static={'counter': 0}):
...     _static['counter'] += 1
...     print _static['counter']
...
>>> func()
1
>>> func()
2
>>>

请看这里,了解它是如何工作的。