我最近读了关于getattr()函数的文章。问题是我仍然不能理解它的用法。我对getattr()的唯一理解是,getattr(li,“pop”)与调用li.pop相同。

我不理解书中提到如何使用它来获取函数的引用,而直到运行时才知道它的名称。也许这就是我在编程方面的新手。谁能解释一下这个问题?我何时以及如何使用它?


当前回答

除了这里所有令人惊叹的答案之外,还有一种方法可以使用getattr来节省大量代码行并保持舒适。这种想法源于代码的可怕表示,有时可能是必要的。

场景

假设你的目录结构如下:

- superheroes.py
- properties.py

你可以在superheroes。py中获得关于雷神,钢铁侠,奇异博士的信息。你很聪明地在一个紧凑字典的properties.py中写下它们的所有属性,然后访问它们。

properties.py

thor = {
    'about': 'Asgardian god of thunder',
    'weapon': 'Mjolnir',
    'powers': ['invulnerability', 'keen senses', 'vortex breath'], # and many more
}
iron_man = {
    'about': 'A wealthy American business magnate, playboy, and ingenious scientist',
    'weapon': 'Armor',
    'powers': ['intellect', 'armor suit', 'interface with wireless connections', 'money'],
}
doctor_strange = {
    'about': ' primary protector of Earth against magical and mystical threats',
    'weapon': 'Magic',
    'powers': ['magic', 'intellect', 'martial arts'],
}

现在,假设您希望在superheroes.py中按需返回它们各自的能力。有这样的函数

from .properties import thor, iron_man, doctor_strange


def get_thor_weapon():
    return thor['weapon']


def get_iron_man_bio():
    return iron_man['about']


def get_thor_powers():
    return thor['powers']

...以及更多基于键和超级英雄返回不同值的函数。

在getattr的帮助下,你可以这样做:

from . import properties


def get_superhero_weapon(hero):
    superhero = getattr(properties, hero)
    return superhero['weapon']


def get_superhero_powers(hero):
    superhero = getattr(properties, hero)
    return superhero['powers']

你大大减少了代码行数、函数和重复!

哦,当然,如果你的变量有像properties_of_thor这样的坏名字,它们可以通过简单的操作来创建和访问

def get_superhero_weapon(hero):
    superhero = 'properties_of_{}'.format(hero)
    all_properties = getattr(properties, superhero)
    return all_properties['weapon']

注意:对于这个特殊的问题,可以有更聪明的方法来处理这种情况,但是我们的想法是在正确的地方使用getattr来编写更清晰的代码。

其他回答

setattr ()

我们使用setattr向类实例添加一个属性。我们传递类实例、属性名和值。

getattr ()

使用getattr可以检索这些值

例如

Employee = type("Employee", (object,), dict())

employee = Employee()

# Set salary to 1000
setattr(employee,"salary", 1000 )

# Get the Salary
value = getattr(employee, "salary")

print(value)

我在Python2.7.17中尝试过

有些人已经回答了。不过我已经试过打电话了 getattr(obj, 'set_value'),这没有执行set_value方法,所以我改为getattr(obj, 'set_value')()——>这有助于调用相同的。

示例代码:

示例1:

    class GETATT_VERIFY():
       name = "siva"
       def __init__(self):
           print "Ok"
       def set_value(self):
           self.value = "myself"
           print "oooh"
    obj = GETATT_VERIFY()
    print getattr(GETATT_VERIFY, 'name')
    getattr(obj, 'set_value')()
    print obj.value

我有时使用getattr(..)在代码中使用属性之前惰性地初始化次要属性。

比较以下内容:

class Graph(object):
    def __init__(self):
        self.n_calls_to_plot = 0

    #...
    #A lot of code here
    #...

    def plot(self):
        self.n_calls_to_plot += 1

:

class Graph(object):
    def plot(self):
        self.n_calls_to_plot = 1 + getattr(self, "n_calls_to_plot", 0)

The advantage of the second way is that n_calls_to_plot only appears around the place in the code where it is used. This is good for readability, because (1) you can immediately see what value it starts with when reading how it's used, (2) it doesn't introduce a distraction into the __init__(..) method, which ideally should be about the conceptual state of the class, rather than some utility counter that is only used by one of the function's methods for technical reasons, such as optimisation, and has nothing to do with the meaning of the object.

getattr()在Python中实现switch语句的另一种用法。它使用两个反射来获取大小写类型。

import sys

class SwitchStatement(object):
    """ a class to implement switch statement and a way to show how to use gettattr in Pythion"""

    def case_1(self):
        return "value for case_1"

    def case_2(self):
        return "value for case_2"

    def case_3(self):
        return "value for case_3"

    def case_4(self):
        return "value for case_4"

    def case_value(self, case_type=1):
        """This is the main dispatchmethod, that uses gettattr"""
        case_method = 'case_' + str(case_type)
        # fetch the relevant method name
        # Get the method from 'self'. Default to a lambda.
        method = getattr(self, case_method, lambda: "Invalid case type")
        # Call the method as we return it
        return method()

def main(_):
    switch = SwitchStatement()
    print swtich.case_value(_)

if __name__ == '__main__':
    main(int(sys.argv[1]))

下面是一个快速而简单的示例,演示了一个类如何根据使用getattr()执行的操作系统来触发save方法的不同版本。

import os

class Log(object):
    def __init__(self):
        self.os = os.name
    def __getattr__(self, name):
        """ look for a 'save' attribute, or just 
          return whatever attribute was specified """
        if name == 'save':
            try:
                # try to dynamically return a save 
                # method appropriate for the user's system
                return getattr(self, self.os)
            except:
                # bail and try to return 
                # a default save method
                return getattr(self, '_save')
        else:
            return getattr(self, name)

    # each of these methods could have save logic specific to 
    # the system on which the script is executed
    def posix(self): print 'saving on a posix machine'
    def nt(self): print 'saving on an nt machine'
    def os2(self): print 'saving on an os2 machine'
    def ce(self): print 'saving on a ce machine'
    def java(self): print 'saving on a java machine'
    def riscos(self): print 'saving on a riscos machine'
    def _save(self): print 'saving on an unknown operating system'

    def which_os(self): print os.name

现在让我们在一个例子中使用这个类:

logger = Log()

# Now you can do one of two things:
save_func = logger.save
# and execute it, or pass it along 
# somewhere else as 1st class:
save_func()

# or you can just call it directly:
logger.save()

# other attributes will hit the else 
# statement and still work as expected
logger.which_os()