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重构一个UT测试(二)[翻译]

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     构建的系统架构能让大多数测试用例不依赖于数据库就能执行,这样最好了,但是我们还是经常遇到许多测试用例需要数据库的。在这种情况下,我们可以扩展测试自动化框架(Test Automation Framework)去完成大部份的工作。可以增加一种使用框架来进行创建对象注册的办法,这样,框架就能为进行删除操作。
首先,当创建对象时,我们需要注册它。
      //   Set up fixture
      billingAddress = new Address("1222 1st St SW", "Calgary",
                        "Alberta", "T2N 2V2", "Canada");
      registerTestObject(billingAddress);
      shippingAddress = new Address("1333 1st St SW", "Calgary",
                         "Alberta","T2N 2V2", "Canada");
      registerTestObject(shippingAddress);
      customer = new Customer(99, "John", "Doe",
                              new BigDecimal("30"),
                              billingAddress,
                              shippingAddress);
      registerTestObject(shippingAddress);
      product = new Product(88, "SomeWidget",
                            new BigDecimal("19.99"));
      registerTestObject(shippingAddress);
      invoice = new Invoice(customer);
      registerTestObject(shippingAddress);
注册过程由将对象加入到测试对象集合的操作构成:
   List testObjects;
   protected void setUp() throws Exception {
      super.setUp();
      testObjects = new ArrayList();
   }
   protected void registerTestObject(Object testObject) {
      testObjects.add(testObject);
   }
在tearDown方法中,我们遍历测试对象集合,并将每个对象删除:

   public void tearDown() {
      Iterator i = testObjects.iterator();
      while (i.hasNext()) {
         try {
            deleteObject(i.next());
         } catch (RuntimeException e) {
            // Nothing to do; we just want to make sure
            // we continue on to the next object in the list
         }
      }
   }

现在测试用例变成这样子:
   public void testAddItemQuantity_severalQuantity_v8(){
      Address billingAddress = null;
      Address shippingAddress = null;
      Customer customer = null;
      Product product = null;
      Invoice invoice = null;
      //   Set up fixture
      billingAddress = new Address("1222 1st St SW", "Calgary",
                        "Alberta", "T2N 2V2", "Canada");
      registerTestObject(billingAddress);
      shippingAddress = new Address("1333 1st St SW", "Calgary",
                         "Alberta","T2N 2V2", "Canada");
      registerTestObject(shippingAddress);
      customer = new Customer(99, "John", "Doe",
                              new BigDecimal("30"),
                              billingAddress,
                              shippingAddress);
      registerTestObject(shippingAddress);
      product = new Product(88, "SomeWidget",
                            new BigDecimal("19.99"));
      registerTestObject(shippingAddress);
      invoice = new Invoice(customer);
      registerTestObject(shippingAddress);
      // Exercise SUT
      invoice.addItemQuantity(product, 5);
      // Verify outcome
      LineItem expected =
         new LineItem(invoice, product, 5,
                      new BigDecimal("30"),
                      new BigDecimal("69.96"));
      assertContainsExactlyOneLineItem(invoice, expected);
   }
我们已经能够将try/finally语句块给移除。除了调用registerTestObject外,我们变得代码简单多了。但我们仍然可以进一步精简代码。为什么这样说?我们需要将声明变量,然后将它们初始化为null,再稍后对其重新初始化吗?之前的测试用例这样做是因为这样变量必须在finally语句块中可访问;现在我们将finally块移除了,所以我们可以将变量定义与初始化操作合并。
   public void testAddItemQuantity_severalQuantity_v9(){
      //   Set up fixture
      Address billingAddress = new Address("1222 1st St SW",
                  "Calgary", "Alberta", "T2N 2V2", "Canada");
      registerTestObject(billingAddress);
      Address shippingAddress = new Address("1333 1st St SW",
                  "Calgary", "Alberta", "T2N 2V2", "Canada");
      registerTestObject(shippingAddress);
      Customer customer = new Customer(99, "John", "Doe",
                                       new BigDecimal("30"),
                                       billingAddress,
                                       shippingAddress);
      registerTestObject(shippingAddress);
      Product product = new Product(88, "SomeWidget",
                                    new BigDecimal("19.99"));
      registerTestObject(shippingAddress);
      Invoice invoice = new Invoice(customer);
      registerTestObject(shippingAddress);
      // Exercise SUT
      invoice.addItemQuantity(product, 5);
      // Verify outcome
      LineItem expected =
         new LineItem(invoice, product, 5,
                      new BigDecimal("30"),
                      new BigDecimal("69.95"));
      assertContainsExactlyOneLineItem(invoice, expected);
   }

3) 清理夹具创建
我们已经清理好了断言及夹具卸载,现在来看看夹具创建。一个明显的“快速修复”就是,对构造函数和registerTestObject的调用,利用“方法抽取重构”来定义“生成方法”(Creation Method)。这样可以使得测试用例更易于读写。“生成方法”有另外一个好处:它们封装了SUT的API,使得当对象的构造函数发生改变时,我们不必每个测试用例都去更改,只需要去修改一个地方,减少了测试用例的维护成本。
   public void testAddItemQuantity_severalQuantity_v10(){
      //   Set up fixture
      Address billingAddress =
         createAddress( "1222 1st St SW", "Calgary", "Alberta",
                        "T2N 2V2", "Canada");
      Address shippingAddress =
         createAddress( "1333 1st St SW", "Calgary", "Alberta",
                        "T2N 2V2", "Canada");
      Customer customer =
         createCustomer( 99, "John", "Doe", new BigDecimal("30"),
                         billingAddress, shippingAddress);
      Product product =
         createProduct( 88,"SomeWidget",new BigDecimal("19.99"));
      Invoice invoice = createInvoice(customer);
      // Exercise SUT
      invoice.addItemQuantity(product, 5);
      // Verify outcome
      LineItem expected =
         new LineItem(invoice, product,5, new BigDecimal("30"),
                      new BigDecimal("69.96"));
      assertContainsExactlyOneLineItem(invoice, expected);
   }

这个夹具创建逻辑还是有其他问题。第一个问题是,很难明确这个夹具与测试预期输出之前的联系。Customer对象的细节会以某种方式影响到输出吗?customer的address域会影响到输出?这个用例真正想验证的是什么?
另一个问题是:这个测试用例展示了“硬编码测试数据”(Hard-Coded Test Data)(见模糊测试)。如果SUT将我们创建的所有对象持久化到数据库中,那硬编码数据就会导致:当customer,product或者invoice的某些域要求必须唯一时,会出现“不可重复式测试”、“交互式测试”或者“测试执行冲突Test Run War”(见不稳定测试)。
我们可以通过为每一个测试用例生成唯一的值并用这个值做为种子(seed)去产生用例中使用到的对象。这个办法能保证每次用例执行时,都会得到不同的对象。因为我们已经将对象产生逻辑移到了生成方法中,这一步修改相对容易。我们只要将上述逻辑放到生成方法中并去掉相应的参数就行了。抽取方法式重构还有另外一个用处,我们可以生成一个新的、无参数的新版生成方法。
   public void testAddItemQuantity_severalQuantity_v11(){
      final int QUANTITY = 5;
      //   Set up fixture
      Address billingAddress = createAnAddress();
      Address shippingAddress = createAnAddress();
      Customer customer = createACustomer(new BigDecimal("30"),
               billingAddress, shippingAddress);
      Product product = createAProduct(new BigDecimal("19.99"));
      Invoice invoice = createInvoice(customer);
      // Exercise SUT
      invoice.addItemQuantity(product, QUANTITY);
      // Verify outcome
      LineItem expected =
         new LineItem(invoice, product, 5, new BigDecimal("30"),
                      new BigDecimal("69.96"));
      assertContainsExactlyOneLineItem(invoice, expected);
   }
   private Product createAProduct(BigDecimal unitPrice) {
      BigDecimal uniqueId = getUniqueNumber();
      String uniqueString = uniqueId.toString();
      return new Product(uniqueId.toBigInteger().intValue(),
                         uniqueString, unitPrice);
   }

我们将这个模式称为“匿名生成方法”(Anonymous Creation Method),因为这个模式表明我们并不关心对象本身的特性。如果SUT的预期行为依赖于特定的值,我们要么可以将这个值做为参数传到生成函数,要么可以在生成函数的函数名中暗示。
这个测试用例看上会好一些了,但是仍然没有做完。预期结果真的以某种方式依赖于customer对象的address?如果不依赖,我们可以通过抽取方法式重构(再一次)将它们的创建过程完全隐藏,这里用createACustomer方法来达到这个目的:
   public void testAddItemQuantity_severalQuantity_v12(){
      //  Set up fixture
      Customer cust = createACustomer(new BigDecimal("30"));
      Product prod = createAProduct(new BigDecimal("19.99"));
      Invoice invoice = createInvoice(cust);
      // Exercise SUT
      invoice.addItemQuantity(prod, 5);
      // Verify outcome
      LineItem expected = new LineItem(invoice, prod, 5,
            new BigDecimal("30"), new BigDecimal("69.96"));
      assertContainsExactlyOneLineItem(invoice, expected);
   }

将创建address对象的调用移到customer的创建方法中,我们更加清楚:这个测试用例中,address对象并不会影响我们需要验证的逻辑。然而,结果依赖于customer的discount,所以将discount做为customer的生成函数的参数。
我们还是有一两个地方要处理的。比如,表示单价(unit price),数量(quantity),折扣(discount)的测试数据是硬编码的,且在这个测试用例中重复出现了两次。我们可以使用“用符号化常量替换魔数式重构”来给这些数据以名称,用于说明它们的含意。另外,用于创建LineItem对象的构造函数并没有在SUT本身的其他地方使用到,因为LineItem只是在其创建时去计算extenedCost。我们可以将这个针对测试本身的代码放到测试辅助中的外部方法(Foreign Method[Fowler])。我们已经在处理Cuostom及Product中看到了例子:使用参数化的生成方法,只根据相关的值返回预期的的LineItem对象。

   public void testAddItemQuantity_severalQuantity_v13(){
      final int QUANTITY = 5;
      final BigDecimal UNIT_PRICE = new BigDecimal("19.99");
      final BigDecimal CUST_DISCOUNT_PC = new BigDecimal("30");
      //   Set up fixture
      Customer customer = createACustomer(CUST_DISCOUNT_PC);
      Product product = createAProduct( UNIT_PRICE);
      Invoice invoice = createInvoice(customer);
      // Exercise SUT
      invoice.addItemQuantity(product, QUANTITY);
      // Verify outcome
      final BigDecimal EXTENDED_PRICE = new BigDecimal("69.96");
      LineItem expected =
         new LineItem(invoice, product, QUANTITY,
                      CUST_DISCOUNT_PC, EXTENDED_PRICE);
      assertContainsExactlyOneLineItem(invoice, expected);
   }
最后一点,69.96是从什么地方来的?如果这个值是从相关系统的输出中得到,是可以这样写,因为它只是手工计算出来并写入到用例中,我们可以为了测试阅读者方便,将计算过程在用例中展现出来。

4) 清理后的测试用例
下面是清理后的最终版本的测试用例:
   public void testAddItemQuantity_severalQuantity_v14(){
      final int QUANTITY = 5;
      final BigDecimal UNIT_PRICE = new BigDecimal("19.99");
      final BigDecimal CUST_DISCOUNT_PC =  new BigDecimal("30");
      // Set up fixture
      Customer customer = createACustomer(CUST_DISCOUNT_PC);
      Product product = createAProduct( UNIT_PRICE);
      Invoice invoice = createInvoice(customer);
      // Exercise SUT
      invoice.addItemQuantity(product, QUANTITY);
      // Verify outcome
      final BigDecimal BASE_PRICE =
         UNIT_PRICE.multiply(new BigDecimal(QUANTITY));
      final BigDecimal EXTENDED_PRICE =
         BASE_PRICE.subtract(BASE_PRICE.multiply(
               CUST_DISCOUNT_PC.movePointLeft(2)));
      LineItem expected =
         createLineItem(QUANTITY, CUST_DISCOUNT_PC,
                        EXTENDED_PRICE, product, invoice);
      assertContainsExactlyOneLineItem(invoice, expected);
   }
我们已经使用了“引入解释变量式重构”将BASE_PRICE(price*quantity)和EXTENDED_PRICE(带折扣的价格)的计算过程更好地文档化了。修订过的测试用例比我们开始时面对的笨重的代码各小巧、各清晰。它也实现了“测试即文档”的任务。那么,我们能发现这个测试验证的是什么吗?它验证了通过添加函数,商品(Item)确实回到了发货单(Invoice),而且总成本(extended cost)是基于产品价格(product price),用户的折扣(coustomer’s discount)及预定的数量(quantity ordered)。
0.4 写更多的测试用例
看上去我们花了很大的精力去重构这个用例以使其更加清晰,是不是每一个用例都要花费这么多的精力呢?
希望不是!这儿花费的努力大多数与发现用例中需要用到的测试辅助方法(Test Utility Methods)有关。我们定义了测试我们程序的“更高级语言”(Higher-Level Language)。一旦有了这些辅助方法,编写其他用例就会变得简单得多。比如,如果我们想去验证当lineItem的数量发生变化时,总价格(extended cost)会被重新计算,我们就可以重用大多数的测试辅助方法。
   public void testAddLineItem_quantityOne(){
      final BigDecimal BASE_PRICE = UNIT_PRICE;
      final BigDecimal EXTENDED_PRICE = BASE_PRICE;
      //   Set up fixture
      Customer customer = createACustomer(NO_CUST_DISCOUNT);
      Invoice invoice = createInvoice(customer);
      //   Exercise SUT
      invoice.addItemQuantity(PRODUCT, QUAN_ONE);
      // Verify outcome
      LineItem expected =
         createLineItem( QUAN_ONE, NO_CUST_DISCOUNT,
                         EXTENDED_PRICE, PRODUCT, invoice);
      assertContainsExactlyOneLineItem( invoice, expected );
   }
   public void testChangeQuantity_severalQuantity(){
      final int ORIGINAL_QUANTITY = 3;
      final int NEW_QUANTITY = 5;
      final BigDecimal BASE_PRICE =
         UNIT_PRICE.multiply(   new BigDecimal(NEW_QUANTITY));
      final BigDecimal EXTENDED_PRICE =
         BASE_PRICE.subtract(BASE_PRICE.multiply(
                     CUST_DISCOUNT_PC.movePointLeft(2)));
      //   Set up fixture
      Customer customer = createACustomer(CUST_DISCOUNT_PC);
      Invoice invoice = createInvoice(customer);
      Product product = createAProduct( UNIT_PRICE);
      invoice.addItemQuantity(product, ORIGINAL_QUANTITY);
      // Exercise SUT
      invoice.changeQuantityForProduct(product, NEW_QUANTITY);
      // Verify outcome
      LineItem expected = createLineItem( NEW_QUANTITY,
          CUST_DISCOUNT_PC, EXTENDED_PRICE, PRODUCT, invoice);
      assertContainsExactlyOneLineItem( invoice, expected );
   }

这个用例只要了大概两分钟,而且没有去添加任何新的测试辅助方法。比较一下,如果按照之前的风格来写一个全新的测试用例,会要多长的时间。另外,在测试用例编写上面节省的精力只是等式的一部份,还应该考虑到,每次重访已有测试用例时,可以节省理解的时间。在项目开发及后续的维护活动中,这种节省还会是不断累积的。
0.5 进一步的精简
后来添加的测试用例带来了代码重复。比如,我们总会去创建Customer和Invoice对象。为什么不能将这两行合并呢?同理,我们在测试方法中不断定义、初始化常量QUANTITY及CUSTOMER_DISCOUNT_PC。为什么不能只做一次?Pruduct对象没有在测试中发挥作用,我们总是用同样方式去创建它。能将这个职责提出来吗?当然可以,我们对每组重复代码使用“抽取方法式重构”,创建一个更强大的“生成方法”。
   public void testAddItemQuantity_severalQuantity_v15(){
      // Set up fixture
      Invoice invoice = createCustomerInvoice(CUST_DISCOUNT_PC);
      // Exercise SUT
      invoice.addItemQuantity(PRODUCT, SEVERAL);
      // Verify outcome
      final BigDecimal BASE_PRICE =
         UNIT_PRICE.multiply(new BigDecimal(SEVERAL));
      final BigDecimal EXTENDED_PRICE =
         BASE_PRICE.subtract(BASE_PRICE.multiply(
               CUST_DISCOUNT_PC.movePointLeft(2)));
      LineItem expected = createLineItem( SEVERAL,
          CUST_DISCOUNT_PC, EXTENDED_PRICE, PRODUCT, invoice);
      assertContainsExactlyOneLineItem(invoice, expected);
   }
   public void testAddLineItem_quantityOne_v2(){
      final BigDecimal BASE_PRICE = UNIT_PRICE;
      final BigDecimal EXTENDED_PRICE = BASE_PRICE;
      //   Set up fixture
      Invoice invoice = createCustomerInvoice(NO_CUST_DISCOUNT);
      //   Exercise SUT
      invoice.addItemQuantity(PRODUCT, QUAN_ONE);
      // Verify outcome
      LineItem expected = createLineItem( SEVERAL,
           CUST_DISCOUNT_PC, EXTENDED_PRICE, PRODUCT, invoice);
      assertContainsExactlyOneLineItem( invoice, expected );
   }
   public void testChangeQuantity_severalQuantity_V2(){
      final int NEW_QUANTITY = SEVERAL + 2;
      final BigDecimal BASE_PRICE =
         UNIT_PRICE.multiply(   new BigDecimal(NEW_QUANTITY));
      final BigDecimal EXTENDED_PRICE =
         BASE_PRICE.subtract(BASE_PRICE.multiply(
                     CUST_DISCOUNT_PC.movePointLeft(2)));
      //   Set up fixture
      Invoice invoice = createCustomerInvoice(CUST_DISCOUNT_PC);
      invoice.addItemQuantity(PRODUCT, SEVERAL);
      // Exercise SUT
      invoice.changeQuantityForProduct(PRODUCT, NEW_QUANTITY);
      // Verify outcome
      LineItem expected = createLineItem( NEW_QUANTITY,
          CUST_DISCOUNT_PC, EXTENDED_PRICE, PRODUCT, invoice);
      assertContainsExactlyOneLineItem( invoice, expected );
   }

我们将需要去理解的35行代码减少到6行。只需要去维护原有代码的1/6。可以进一步将夹具的创建放到setup方法中,不过只有将很多测试用例都需要同样的customer/Discout/Invoice的配置。如果我们想让其他测试用例类(Testcase Classes)复用这样测试辅助方法,我们可以使用“抽取超类式重构”创建一个测试用例超类(Testcase Superclass),再使用“上移方法式重构”将这些测试辅助函数上移,那它们就能被重用了。
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