Question

只读属性

只读属性，顾名思义，指的是只可读不可写的属性，之前我们定义的属性都是可读可写的，对于只读属性，我们需要使用 @property 修饰符来得到：

In [1]:

class Leaf(object):
    def __init__(self, mass_mg):
        self.mass_mg = mass_mg

    # 这样 mass_oz 就变成属性了
    @property
    def mass_oz(self):
        return self.mass_mg * 3.53e-5

这里 mass_oz 就是一个只读不写的属性（注意是属性不是方法），而 mass_mg 是可读写的属性：

In [2]:

leaf = Leaf(200)

print leaf.mass_oz

0.00706

可以修改 mass_mg 属性来改变 mass_oz：

In [3]:

leaf.mass_mg = 150

print leaf.mass_oz

0.005295

是属性不是方法：

In [4]:

leaf.mass_oz()

---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
<ipython-input-4-aac6717ebc82> in <module>()
----> 1  leaf.mass_oz()

TypeError: 'float' object is not callable

而且是只读属性，不可写：

In [5]:

leaf.mass_oz = 0.001

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
<ipython-input-5-d232052cd2dc> in <module>()
----> 1  leaf.mass_oz = 0.001

AttributeError: can't set attribute

回到 forest 的例子，我们希望加入几个只读属性：

In [6]:

import numpy as np

class Forest(object):
    """ Forest can grow trees which eventually die."""
    def __init__(self, size=(150,150)):
        self.size = size
        self.trees = np.zeros(self.size, dtype=bool)
        self.fires = np.zeros((self.size), dtype=bool)

    def __repr__(self):
        my_repr = "{}(size={})".format(self.__class__.__name__, self.size)
        return my_repr

    def __str__(self):
        return self.__class__.__name__

    @property
    def num_cells(self):
        """Number of cells available for growing trees"""
        return np.prod(self.size)

    @property
    def tree_fraction(self):
        """
 Fraction of trees
 """
        num_trees = self.trees.sum()
        return float(num_trees) / self.num_cells

    @property
    def fire_fraction(self):
        """
 Fraction of fires
 """
        num_fires = self.fires.sum()
        return float(num_fires) / self.num_cells

查看属性：

In [7]:

forest = Forest()

forest.num_cells

Out[7]:

22500

生成一个较小的森林：

In [8]:

small_forest = Forest((10, 10))
small_forest.num_cells

Out[8]:

100

初始状态下，树和火灾的比例都是 0：

In [9]:

small_forest.tree_fraction

Out[9]:

0.0

In [10]:

small_forest.fire_fraction

Out[10]:

0.0

可读写的属性

对于 @property 生成的只读属性，我们可以使用相应的 @attr.setter 修饰符来使得这个属性变成可写的：

In [11]:

class Leaf(object):
    def __init__(self, mass_mg):
        self.mass_mg = mass_mg

    # 这样 mass_oz 就变成属性了
    @property
    def mass_oz(self):
        return self.mass_mg * 3.53e-5

    # 使用 mass_oz.setter 修饰符
    @mass_oz.setter
    def mass_oz(self, m_oz):
        self.mass_mg = m_oz / 3.53e-5

测试：

In [12]:

leaf = Leaf(200)
print leaf.mass_oz

leaf.mass_mg = 150
print leaf.mass_oz

0.00706
0.005295

修改 mass_oz 属性：

In [13]:

leaf.mass_oz = 0.01
print leaf.mass_mg

283.28611898

一个等价的替代如下：

class Leaf(object):
    def __init__(self, mass_mg):
        self.mass_mg = mass_mg

    def get_mass_oz(self):
        return self.mass_mg * 3.53e-5

    def set_mass_oz(self, m_oz):
        self.mass_mg = m_oz / 3.53e-5

    mass_oz = property(get_mass_oz, set_mass_oz)