[小北De编程手记] : Lesson 05 玩转 xUnit.Net 之 从Assert谈UT框架实践

时间:2024-01-07 09:02:02

  这一篇,本文会介绍一下基本的断言概念,但重点会放在企业级单元测试的相关功能上面。下面来跟大家分享一下xUnit.Net的断言,主要涉及到以下内容:

  • 关于断言的概念
  • xUnit.Net常用的断言
  • 关于单元测试实践的讨论
  • xUnit.Net比较器:IEqualityComparer接口
  • 重构Demo:浅谈UT框架实践
  • 扩展实现 : 集合比较
  • 异步处理
  • 结合.Net平台能力:类型扩展

(一)关于断言的概念

提到断言,我想先说说概念上的东西。其实,断言不是单元测试才有的东西。先看一段断言的概念描述:

  断言表示为一些布尔表达式,程序员相信在程序中的某个特定点该表达式值为真,可以在任何时候启用和禁用断言验证,因此可以在测试时启用断言而在部署时禁用断言。同样,程序投入运行后,最终用户在遇到问题时可以重新启用断言。使用断言可以创建更稳定、品质更好且不易于出错的代码。当需要在一个值为FALSE时中断当前操作的话,可以使用断言(单元测试必须使用断言)。

  以上是我认为比较靠谱的一段关于断言的定义。换言之,断言其实是用来判断程序是否运行正常(比如:检查数据完整性,逻辑是否正确等等)的功能,它是可以打开和关闭的。这一点在.NET和Java等常见的开发平台下都有相关的支持。而这一功能被广泛的运用在单元测试领域,开篇先强调一下这一点,以免错误的引导了阅读本文的小伙伴。

(二)xUnit.Net常用的断言

  谈到具体的断言部分,相信只要是稍微了解过单元测试的小伙伴都不会感到陌生,这里我就不再赘述了。简单的列出xUnit.Net常用的一些断言列表:

  • Equal / NotEqual : 验证两个对象值相等
  • Same / NotSame : 验证两个对象引用是否相同
  • Contains / DoesNotContain : 验证对象是否包含(字符串\可枚举的集合)
  • InRange / NotInRange : 验证对象是否在某个范围内
  • Empty / NotEmpty : 验证对象是否为空
  • IsType / IsNotType : 验证对象是否为某个类型
  • Null / NotNull : 验证对象是否为空
  • True / False : 验证表达式结果为True/False
  • IsAssignableFrom : 验证类型是否可以转化为某个类型
  • IsType / IsNotType : 验证对象是否是某个类型
  • Throws / ThrowsAsync : 验证操作是否抛出异常

  需要说明的是,每种方法xUnit.Net都提供了多种重载(包括泛型重载)。下面是官网上提供的关于xUnit.Net与其他单元测试框架对断言支持的比较。

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alt="" />

(三)关于单元测试实践的讨论

  如果只是写写Demo,前面讲到的东西已经足够了。但如果你真的想把项目的单元测试做好(搭建一个企业级的单元测试框架),我下面要讲的东西也许是更重要的。企业级的单元测试经常会被大家冠以类似这样的名头:“单元测试需要做,但是... ... 项目时间紧、代码不可测试、Mock数据之后覆盖率底下......(此处省略N多原因)”。单元测试的好处毋庸置疑,但是实践起来却屡屡受挫。我想主要的原因有以下两点:

  • 没有好的管理机制的要求:项目往往是要求功能的产出。
  • 内部框架支持不好。

  第一点这里就不多说了,这个系列是技术主导的系列(关于管理相关的实践,我会在敏捷相关的系列中跟大家分享)。那什么是内部框架的支持呢?也就是团队内部对单元测试框架恰当的扩展和封装。请注意,这里我用了恰当两个字,这才是重点呦~~。目前,封装,架构,设计模式等等词语满天飞。我经常看见一些初出茅庐的小伙伴大谈模式和框架,动不动就要重构系统(结果,你懂的~~~)。在我看来,所有项目都会有自己的框架(即使你没有做任何的设计)。这里,需要提出一个问题:我们的设计是否是恰当的?其实,这是一个很难给出准确判断的事情,但具体的判断方式却很简单。就是看一下框架有没有达成最初的目的(对如何开始架构设计有兴趣的小伙伴可以去读读《恰如其分的软件架构》,也后有机会会跟大家分享读后感... ...)。比如,我们设计框架是为了提高生产率。那么我们就应当对复杂的技术细节进行封装,为使用框架的人提供简单、易用、学习成本低的接口。如果设计框架是为了避免安全性问题,那么最后我们就需要考量整个框架在实际的使用过程中的对安全性的提升程度... ... 很遗憾,我们现在遇到的很多框架是为了设计框架而设计的框架。结果和我们的预期南辕北辙。

  吐槽到此结束,本文也没有打算来讲一个单元测试框架如何设计。现在,我们来看看就单元测试的框架设计而言。我们应当做那些设计和恰当的封装呢?当然,没有银弹能兼顾所有的问题。下面要提到的主要是结合本文提到的知识点做一些相关扩展。

(四)xUnit.Net比较器:IEqualityComparer接口

  仔细观察一下Assert所提供的方法定义,你会发现很多需要比较的操作都提供了一个接收IEqualityComparer对象的实现。这一小节,我们就来看看如何使用这个功能。顾名思义IEqualityComparer接口用于两个对象的比较。当我们需要自定义一些比较逻辑时,这个功能应当是首选。先看一下IEqualityComparer的定义:

 namespace System.Collections.Generic
{
public interface IEqualityComparer<in T>
{
bool Equals(T x, T y);
int GetHashCode(T obj);
}
}

  可以看到,该接口接收一个用于比较的类型,并且定义了两个方法:

  • Equals : 提供自定义的比较逻辑。
  • GetHashCode : 提供对象HasCode生成逻辑。

  在xUnit.Net执行断言判断的时,如果使用了自定义的比较逻辑,就会使用Equals判断是否相等,用GetHashCode来获取对象的标识(这个不是每次都会用到,有兴趣可以看看xUNit.Net的源码)。下面的Code是来自xUnit.Net官网的列子:

         class DateComparer : IEqualityComparer<DateTime>
{
public bool Equals(DateTime x, DateTime y)
{
return x.Date == y.Date;
} public int GetHashCode(DateTime obj)
{
return obj.GetHashCode();
}
} [Fact(DisplayName = "Assert.DateComparer.Demo01")]
public void Assert_DateComparer_Demo01()
{
var firstTime = DateTime.Now.Date;
var later = firstTime.AddMinutes(); Assert.NotEqual(firstTime, later);
Assert.Equal(firstTime, later, new DateComparer());
}

  这里只是一个Demo,更多的使用场景是我们可以用这样的方式为自定义的类提供比较逻辑。上面的代码简单的实现了针对日期的比较逻辑,步骤如下:

  1. 创建DateComparer类,实现IEqualityComparer接口定义的方法。
  2. 在Assert.Equal 中使用对应的方法并传入相应的比较类(其中定义了比较逻辑)。

(五)重构Demo:浅谈UT框架实践

  说到这里,如果你只是想了解一下xUnit.Net的使用。那么,你可以跳过这一部分,从下一个小节开始看了。我准备从设计比较函数的角度来谈谈单元测试框架的设计(也同样适用于很多的开发框架设计)。

  在实际的应用中,你可以使用Demo中的操作(很多公司也确实是这么做的)。随着项目的演进(一段时间以后)你会发现代码中到处散落着实现了IEqualityComparer的对象,这样的维护成本可想而知。建议的做法是对系统中IEqualityComparer类型统一封装,同时使用单件模式他们的构造进行控制。

首先,我们来使用单件模式重构刚刚的DateComparer类,如Code标黑的部分所示,这里屏蔽了DateComparer的构造函数,并实现了单件模式的调用:

     class DateComparer : IEqualityComparer<DateTime>
{
private DateComparer() { } private static DateComparer _instance;
public static DateComparer Instance
{
get
{
if (_instance == null)
{
_instance = new DateComparer();
}
return _instance;
}
}

public bool Equals(DateTime x, DateTime y)
{
return x.Date == y.Date;
} public int GetHashCode(DateTime obj)
{
return obj.GetHashCode();
}
}

其次,创建一个工厂类统一的控制所有单件比较类的创建逻辑:

     class SingletonFactory
{
public static DateComparer CreateDateComparer()
{
return DateComparer.Instance;
}
//Other Comparer ... ...
}

现在,实际的测试代码会变成下面的样子:

     public class SingletonFactory_Demo
{
[Fact(DisplayName = "Assert.Singleton.DateComparer.Demo01")]
public void Assert_Singleton_DateComparer_Demo01()
{
var firstTime = DateTime.Now.Date;
var later = firstTime.AddMinutes(); Assert.NotEqual(firstTime, later);
Assert.Equal(firstTime, later, SingletonFactory.CreateDateComparer());
}
}

  其实,调用本身的代码量并没有减少(反而多了),那么我们为什么要这样实现呢?回到之前关于单元测试实践的讨论中所提到的。对于单元测试框架的设计我们的目的是什么? 这里我列出来几个:

  • 提高开发效率(降低框架使用者的学习成本)。
  • 易于维护和管理。
  • 降低Test Case运行的时间成本

  关于使用者的成本,之前的做法需要使用者明白如何构建IEqualityComparer接口,并定义比较方法。而后一种方法,IEqualityComparer的实现是由框架开发人员或者熟悉xUnit.Net的资深程序员来做的。也就是说,降低了框架使用者的学习成本。也许有人会反驳,这个逻辑很简单不需要封装。如果我们需要比较的对象描述是两份很复杂的财务报表的对象呢?这样的比较逻辑是不是需要具有相关的业务知识以及对IEqualityComparer接口(虽然接口很简单)的了解呢?这个样封装使得复杂的逻辑被分离开来。

  关于可维护性要从两个方面来说。第一,实际的项目中所有针对IEqualityComparer的实现都是统一维护的,无论是创建者还是后来的维护人员都能轻易的找到系统中已有的实现。第二,由于做了一些拆分。可以让更熟悉比较逻辑(复杂对象)的专家来完成框架的代码。而开发人员可以专心的编写测试逻辑,而不是关注对象比较。

  关于降低Test Case运行的时间成本。试想一下,如果比较对象的是很耗时或者资源开销的操作(例如需要调用外部的服务....),使用单例模式是不是就大大减低了这方面的成本。

  与此同时,我们会提出一个架构层面的约定:“不要直接使用实现了IEqualityComparer的比较对象,如果当前的测试框架没有提供你想要的功能,请按框架的实现方式提交你的Code”。 相信大家很容易理解这个约定的原因,但是如果它是在本文的一开始就提出的,你也许会觉得很不可理解吧~~~~ 那么,什么是框架设计?

  我的理解: 框架设计 = 恰当的约束 + Code;

  Code就是框架代码的具体实现,而约束恰恰是更加重要的一环。如果一个框架没有靠谱的约束列表,最后的实现和架构师起初的设想一定是南辕北辙的。

  当然,用Assert来谈UT的框架设计,貌似有些管中窥豹的味道。这里只是想用例子来分享一下本人对框架设计的一些认识。又扯远了,还是回到xUnit.Net的功能上面吧。

(六)扩展实现 : 集合比较Demo

  言归正传,前面我们已经向大家展示了如何在类型级别扩展断言的比较能力(即IEqualityComparer<T>接口),这里我们来实现一个逻辑稍复杂也更加实用一些的比较类。先看以一下场景 : 我们要比较两个集合的内容是否一致(与数据数序无关)。如果理解了之前的例子,实现这个功能应该很容易:

  首先,定义实现了IEqualityComparer接口的比较类,也之前不同的是:这里泛型的类型指定为可枚举的集合(IEnumerable<T>)。比较方法中,排序对比结果。

         class CollectionEquivalenceComparer<T> : IEqualityComparer<IEnumerable<T>>
where T : IEquatable<T>
{
public bool Equals(IEnumerable<T> x, IEnumerable<T> y)
{
List<T> leftList = new List<T>(x);
List<T> rightList = new List<T>(y);
leftList.Sort();
rightList.Sort(); IEnumerator<T> enumeratorX = leftList.GetEnumerator();
IEnumerator<T> enumeratorY = rightList.GetEnumerator(); while (true)
{
bool hasNextX = enumeratorX.MoveNext();
bool hasNextY = enumeratorY.MoveNext(); if (!hasNextX || !hasNextY)
return (hasNextX == hasNextY); if (!enumeratorX.Current.Equals(enumeratorY.Current))
return false;
}
} public int GetHashCode(IEnumerable<T> obj)
{
throw new NotImplementedException();
}
}

  然后,我们看一下Test Case:

         [Fact]
public void DuplicatedItemInOneListOnly()
{
List<int> left = new List<int>(new int[] { , , , , });
List<int> right = new List<int>(new int[] { , , , }); Assert.NotEqual(left, right, new CollectionEquivalenceComparer<int>());
} [Fact]
public void DuplicatedItemInBothLists()
{
List<int> left = new List<int>(new int[] { , , , , });
List<int> right = new List<int>(new int[] { , , , , }); Assert.Equal(left, right, new CollectionEquivalenceComparer<int>());
}

  例子很简单,但却是很多单元测试会经常使用的功能。so ... ... 列出来给大家,顺便巩固一下IEqualityComparer的使用。

(七)异步处理

  实际的单元测试中,一些测试方法需要通过异步的方式调用。xUnit.Net很好的结合了C#所提供的异步操作能力。1.9之前的xUnit.Net使用了Task的方式来实现异步操作,这里就不介绍了(已是过去时~~~)。1.9之后的xUnit.Net版本结合C#中 async / await 提供的能力。非常简单的实现了针对异步方法的测试需求,先看一个Demo:

     public class Assert_Async
{
[Fact]
public async void CodeThrowsAsync()
{
Func<Task> testCode = () => Task.Factory.StartNew(ThrowingMethod); var ex = await Assert.ThrowsAsync<NotImplementedException>(testCode); Assert.IsType<NotImplementedException>(ex);
} [Fact]
public async void RecordAsync()
{
Func<Task> testCode = () => Task.Factory.StartNew(ThrowingMethod); var ex = await Record.ExceptionAsync(testCode); Assert.IsType<NotImplementedException>(ex);
} void ThrowingMethod()
{
throw new NotImplementedException();
}
}

  如上面的Code所示,使用xUnit.Net编写异步处理相关的Unit Test,一般有以下几个步骤:

  1. Test Case 方法标记为 : async
  2. 定义待测试的方法
  3. 使用Assert.ThrowsAsync或者Record.ExceptionAsync来执行线程操作
  4. 判断结果

(八)结合.Net平台能力:类型扩展

  xUnit.Net的一个特点之一,就是充分的发挥了C#语言和.Net平台本身的能力。从异步的处理就可见一斑,这一部分的最后我打算跟分享一下如何使用静态扩展方法来增强类型系统本身对断言的支持。看一下官网提供的Demo:

 namespace Xunit.Extensions.AssertExtensions
{
/// <summary>
/// Extensions which provide assertions to classes derived from <see cref="Boolean"/>.
/// </summary>
public static class BooleanAssertionExtensions
{
/// <summary>
/// Verifies that the condition is false.
/// </summary>
/// <param name="condition">The condition to be tested</param>
/// <exception cref="FalseException">Thrown if the condition is not false</exception>
public static void ShouldBeFalse(this bool condition)
{
Assert.False(condition);
} /// <summary>
/// Verifies that the condition is false.
/// </summary>
/// <param name="condition">The condition to be tested</param>
/// <param name="userMessage">The message to show when the condition is not false</param>
/// <exception cref="FalseException">Thrown if the condition is not false</exception>
public static void ShouldBeFalse(this bool condition,
string userMessage)
{
Assert.False(condition, userMessage);
} /// <summary>
/// Verifies that an expression is true.
/// </summary>
/// <param name="condition">The condition to be inspected</param>
/// <exception cref="TrueException">Thrown when the condition is false</exception>
public static void ShouldBeTrue(this bool condition)
{
Assert.True(condition);
} /// <summary>
/// Verifies that an expression is true.
/// </summary>
/// <param name="condition">The condition to be inspected</param>
/// <param name="userMessage">The message to be shown when the condition is false</param>
/// <exception cref="TrueException">Thrown when the condition is false</exception>
public static void ShouldBeTrue(this bool condition,
string userMessage)
{
Assert.True(condition, userMessage);
}
}
}

  这里利用了C#的静态扩展方法对类型bool 进行了扩展(当然,你也可以扩展任何一个已有的类型),内部使用 Assert 做了一些常规的断言判断。现在Unit Test Case的调用代码就变成了如下所示:

         [Fact]
public void ShouldBeTrue()
{
Boolean val = true; val.ShouldBeTrue();
} [Fact]
public void ShouldBeFalse()
{
Boolean val = false; val.ShouldBeFalse();
} [Fact]
public void ShouldBeTrueWithMessage()
{
Boolean val = false; Exception exception = Record.Exception(() => val.ShouldBeTrue("should be true")); Assert.StartsWith("should be true", exception.Message);
}

  当然,对于这种用法本人还是持保留意见的。毕竟只是Assert的简单封装,更像是语法糖。但貌似很多团队有这样的开发风格,仁者见仁啦~~~。

总结:

  本文主要介绍了xUnit.Net的断言相关的使用,扩展。也简单的谈到了UT(Unit Test)框架的设计。这一篇文章吐了很多槽,回顾一下:

  • 关于断言的概念
  • xUnit.Net常用的断言
  • 关于单元测试实践的讨论
  • xUnit.Net比较器:IEqualityComparer接口
  • 重构Demo:浅谈UT框架实践
  • 扩展实现 : 集合比较
  • 异步处理
  • 结合.Net平台能力:类型扩展

小北De系列文章:

  《[小北De编程手记] : Selenium For C# 教程

  《[小北De编程手记]:C# 进化史》(未完成)

  《[小北De编程手记]:玩转 xUnit.Net》(未完成)

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作者:小北@North
来源:http://www.cnblogs.com/NorthAlan
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