假装Python高手，你真的懂属性描述符类！

知行编程网 2022-07-31 03:00 知行编程网 | 隐藏边栏 | 抢沙发 | 2 0

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Python学了好几年，发现功力还是那样，很多同学经常这样抱怨！都说Python入门容易，精通难，确实是这样的，每当我们打开一些牛逼的源码框架，进去看窥探大牛的源码，比如Python里面非常著名的Django和Flask里面的源码，发现跟天书一样。

大神都大量的使用了一些元编程，魔法函数，以及类的一些深入特性，做了很多封装。最近菜鸟哥准备写一个系列，假装Python高手系列，欢迎大家来指导工作。

今天我们写一下入门的篇，什么是描述符类！

1.问题的来源

所有的高级技巧其实都是为了让代码更简洁，更好复用，更好扩展，就是为了这个道，而产生出很多法，设计出什么招式来解决。比如我们在实际的项目中会要设计一个Student类，类似这样的:

这个类的接口有两个参数，一个是输入学生的年龄(age)，一个是输入学生的成绩(score)。但是细细想，我们录入年龄和成绩的时候，需要判断是否是整数而且会有一定的范围，就是入口参数检测。

于是我们就会把代码复杂到这样：

我们要检查年龄是否是int and 大于0，要检查score是否为int and 在0-100之间。这样的检查非常啰嗦很冗余，如果我们这个系统有10个类似的这样的参数都这检查，是不是非常麻烦，代码越写越长，全部挤在一起，又重复有不好debug，肿怎么办？

2.如何解决

我先来看一下大师是怎么处理这样的问题的，尤其是写框架的大师，比如django中设计model的时候我们会碰到很多类似的这样的模型参数:

这个是我们从django里面随便拿出一段model设计的代码，oam创建模型的时候，我们有age/phone这样的small int的参数，就会有用一个SmalIntergerField类型去进行封装检查。

而这个SmallIntergerField就是描述符的类，就是把一个类作为一个类属性进行封装。我们回到上面的student这个类，进一步的拆解。

我们希望我们的类还是设计的很简单，但是在self.age=age进行赋值的时候，能自动的帮我进行检查，这个时候就是类描述符上场了。

3.什么是属性描述符类

就是如果一个类里面带__get__,__set__,__del__魔法函数一个或者多个的类就是描述符类。他会有特殊的用法，比如我们设计一个IntField这样的类：

那么这样的描述符类有什么特殊的用处的，其实这就是假装Python高手的精华地方，我们需要把这个描述符类作为一个属性封装到Student类里面。

4.进阶高手，设计属性描述符类

经过前面的讲解，大家知道了问题所在，已经什么是描述符类，这样知识要串起来才有用，那么如何利用把描述符类封装到Student类里面来帮助我们解决上面的痛点呢。其实很简单，看代码：

我们可以很清楚的看到，我们在Student类里面设计了一个类属性age，它其实是一个描述符的类，当我们在init里面赋值给self.age=age的时候，就会自动触发调用__set__函数，而这个里面就可以帮助我们进行参数检测。

我已经打印了set传入参数，比如instance其实就是我们传入的student这个对象也就是(self),而value其实就是age的值。既然这两个最重要的东西都传进来了，那么我们就可以在set函数里面随意的添加我们的业务逻辑检查了（比如一开始说到的参数预检测）

这里的设计有点复杂，我们分几个方面讲：

1).如果传入的value进行类型检查，如果不是int ,报错

2).如果传入的value是年龄并且<0,报错

3).如果传入的value是成绩并且<0 或者>100,报错

4).如果以上都不满足，说明我们输入的参数是正确的，我们需要把这个属性添加到我们的类里面，这样就可以方便的s.age进行调用

这样的话，我们在外边使用这个student对象的时候，可以非常简单和轻松，而复杂的逻辑都封装到了IntField里面，如果我们代码要扩展比如增加一些类似的int参数，代码只要增加一行，是不是感觉自己Python高手了一点。

好，今天的分享就到这里，我们的假装Python系列才刚刚开始，欢迎在留言区指导工作，你品，你细品。

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data-darkmode-original-bgcolor-15882396318564="rgb(255, 255, 255)" data-darkmode-color-15882396318564="rgb(51, 51, 51)" data-darkmode-original-color-15882396318564="rgb(51, 51, 51)" data-darkmode-bgimage-15882396318564="1" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(51, 51, 51)" data-darkmode-original-color-15900529136199="rgb(51, 51, 51)" data-darkmode-bgimage-15900529136199="1" style="outline: 0px;max-width: 100%;font-size: 14px;color: rgb(51, 51, 51);text-align: left;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="outline: 0px;max-width: 100%;font-family: 楷体, 楷体_GB2312, SimKai;white-space: pre-wrap;font-size: 12px;box-sizing: border-box !important;overflow-wrap: break-word !important;">点阅读原文,领AI全套资料！</span><span style="font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans 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