本章包括以下几个部分:

1.DataSet and classic ADO.NET approach
2.Object model approach
3.Object/relational mismatch
4.Entity Framework as a solution

当我们设计一个应用程序的时候,必须要决定如何访问并展现数据,这个决定几乎是最重要 的,你要考虑到性能,易于开发和维护等方面的问题,尽管有人尝试引入面向对象的数据库,但是在我们曾经写过的项目中,关系数据库是持久化数据的策略,而且在未来的很长时间里依然是。

时至今日,关系数据库提供了你持久化和获取数据的所有特征。你可以用表取维护数据,视图去逻辑上组织数据,存储过程提高性能,外键去关联不同表的记录,安全检查避免对敏感数据的未授权访问,对数据透明的加密解密的能力等等,还有很多隐藏的功能但是对于开发者来说非常的重要。

当你必须要将数据持久化的时候,关系数据库是你最好的选择,另一方面,当你必须要在一个应用程序中展现数据的时候,对象是最好的方式。相对于legacy dataset approach继承、封装和多态等特征能够允许以一个更好的编程风格去简化开发。

在我们深入EF细节之前,我们会利用本章的前三个部分去讨论如何从dataset approach 转移到object-based approach去 简化开发,养成使用ORM工具比如EF会跟以前有什么不同。

当你决定使用面向对象的时候,记住relation and object-orinted是不同的,EF的角色就是为了解决这个,让开发者能够关注业务的开发,忽略持久化方面,这些差异是很难克服的,在1.4你会发现去适应有很多的工作去做,在本章的最后部分,会想你展示EF如何实现我们的目标能够解决这个 差异并以一个简单的方式去访问数据。

最后你会有个很好的认识:ORM工具是什么,为什么我们在创建应用程序的时候应该考虑使用它。

 1.1 Getting Started With Data Access  从数据访问开始

表中的数据被存成很多行,每一行由很多列组成,这种高效的表格形式已经驱使开发人员在应用程序中展现数据好多年。ASP和VB开发人员使用recordsets从数据库中获取数据,recordset是一个泛型容器(感觉不准确),它能够以相同的方式组织获取的物理上以行列形式存储的数据,当.net出现的时候,开发人员有了一个新的对象去维护内存中的数据-dataset,尽管它跟recordset相比有很大不同,但是他们都有相同的purpose,组织数据的时候都有相同的行为--以行列的形式。

尽管这种representation在一些高级情况下是有效的,但是它缺少了很多特征比如类型安全,性能,可管理,在下一部分讨论dataset的时候,我们会说更多的细节。

在Java世界中,像dataset这种数据结构是一直存在的,但是现在已经不被推荐了,除了一些最简单的情况,在.Net世界,我们面对着同样的趋势,你可能会感到疑问:如果我不使用一般意义上的容器,那我该如何去展现数据?? 答案非常简单:对象。

在所有的情况下,对象都是优于dataset的,因为它不会受制于通用数据结构的限制。它提供了类型安全,Visual Studio中的自动补齐,编译时检查,更好的性能等等。我们将会在1.2讨论对象。

从使用对象获益是需要代价的,这源自于object-orinted paradigm(面向对象的范例?)和数据库使用的关系模型是不同的,这里有三点需要注意的不同处:

  • 关系:在一个表格话的结构中,你使用外键去关联,类使用引用去关联另一个类
  • 等价:在数据库中,数据能将一行与另一行区别开,然后在对象世界中,如果你有两个对象,有相同的类型相同的值,它们依然是不同的。
  • 继承:继承通常是使用在 面向对象的语言中,而在数据库中它是被支持的

这刚好接触到了对象关系不匹配这个问题,我们将会在1.4涉及到。

在这个大背景下,ORM负责对象的持久化,ORM位于应用程序和数据库之间,负责获取数据,并将其转化成对象,监视对象的变化,并将这种变化持久到数据库当中,这可以确保你不必写80%的数据访问层代码(来自于我们过往经验的判断)。

1.2 Developing applications using database-like structures

在过去的十年,我们一直使用VB,ASP,.Net等开发应用程序,几乎所有的语言都是使用额外的组件或者对象去访问数据库,并在内部维护数据,不仅在 每种语言里任务是相似的,更相似的是内部数据的呈现:数据被有行列概念的结构组织。结果就是应用程序和数据库以相同的方式去管理数据。

为什么不同的供应商会提供开发人员相同的编程模型?答案很简单:因为开发人员已经适应了这种表格化的展现,他们不需要再学习其他任何东西使其变的更productive.这些数据 结构 能够保存任何以行列形式表现的数据,甚至是来自于XML,WebService中的数据。。

因此供应商开发了一系列对象来展现数据,而不必让我们写一行代码,这些对象叫做数据容器。

1.2.1 Using datasets and data readers as data containers

在.Net之旅的开始,我们中的很多人都会使用dataset和datareader,用很少的代码,我们就可以将一个对象绑定到数据驱动的控件上,并且datareader提供了令人印象深刻的性能。通过数据适配器结合dataset,我们拥有一个完整的框架去读取更新数据,我们从来没有如此的富有创造性,Visual Studio也扮演了它的角色,通过集成的向导功能,使我们感觉到所有的东西都可以通过拖拽和很少的代码去创建。

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" alt="" />

让我们看一个糖炒栗子,假设你有一个Order表和一个OrderDetail表,如1.1所示,你需要创建一个简单的页面来显示所有的Orders.

第一步是创建数据库连接,接着创建适配器,执行查询,将数据传到data table中来绑定到list控件,这些步骤在在下面列出来了。

using (SqlConnection conn = new SqlConnection(connString))
{
using (SqlDataAdapter da = new SqlDataAdapter("Select * from order",
conn))
{
DataTable dt = new DataTable();
da.Fill(dt);
ListView1.DataSource = dt;
ListView1.DataBind();
}
}

通过重构,你可以从一个单独的方法中获得数据库连接和适配器,代码量又减少了,你所需要做的只是展示Order。

完成这个原型之后,顾客改变了细节,想要看到列表中每个订单的细节。解决方案变得更有挑战性,因为你有几种方案可供选择:

  • 从Order表获取数据,为每个订单查询细节  这个方案是目前最容易编程实现的,当一个订单绑定到 listview的时候,通过截取,我们可以查询到它的细节并展示。
  • 获取Order,OrderDetail表关联后的数据 这是表的笛卡尔乘积,跟OrderDetail有相同的记录,意味着结果集不能原样直接传递给控件,需要先传给本地处理
  • 通过两个查询获得Order和OrderDetail 这是目前最好的方案,因为它只对数据库做两次查询,当将订单绑定到控件的时候,可以在内存中过滤当前订单的信息并展示

不论你选择哪一个方案,都有重要的一点需要考虑:你不得不绑定数据结构,你的代码是被数据结构决定的,包括你获取的数据,每一个决定都会引向不同的代码,更换策略的时候会非常的头疼。

让我们继续,你的顾客现在需要一个页面去展示单独的订单,并且能够打印,这个页面必须包含标签去展示订单数据,并且有一个列表去展示订单细节,假设你是通过两个查询获取的数据,代码看起来是这样子的:

using (SqlConnection conn = new SqlConnection(connString))
{
using (SqlCommand cm = new SqlCommand("Select * from order
➥ where orderid = ", conn))
{
conn.Open();
using (SqlDataReader rd = cm.ExecuteReader())
{
rd.Read();
date.Text = ((DateTime)rd["OrderDate"]).ToString();
shippingAddress.Text = rd["ShippingAddress"].ToString();
shippingCity.Text = rd["ShippingCity"].ToString();
}
using (SqlDataReader rd = cm.ExecuteReader())
{
details.DataSource = rd;
details.DataBind();
}
}
}

这种访问数据的方式是完全不安全和普通的,但是从另一方面说,你有巨大的灵活性,你可以通过写通用代码(?)去实现这个功能,而不必关注表字段名和依赖配置,另一方面你失去了类型安全,你通过一个指定的string去识别字段,如果这个name值不正确,你会在运行期间得到异常。

现在你已经对通用的容器世界有了个大体了解,让我们继续研究它的限制,并且关注为什么在企业级程序中这种方案是终止的。

1.2.2 The strong coupling problem 强耦合问题

在前面的代码中你被问到选择哪种最好的方式去在一个列表里展示订单和订单细节,你所需要的只是一个订单列表,并和每个订单关联的细节。

DataReader和Data Table不允许你在不影响用户接口代码的情况下去获取数据,这意味着应用程序紧紧的耦合了数据结构,当数据结构发生变化的时候,你的应用程序代码也会有一个很大的变化,这也是这些对象不被推荐使用的最重要的原因,

即使你在 内存中有相同的数据,在大多数情况下,改变的是访问 数据层的代码而不是用户接口的代码

在我们过去参与的项目中,数据库是为一个程序服务的,所以数据被组织代码可以轻松的搞定,但这 不是经常的情况,有时候应用程序被创建在一个
已经存在的数据库上面,任何东西都不都不能被修改,因为其他应用正在使用数据库,在这种情况下,你会被更加紧密的耦合数据库和它的组织,会跟你的期盼有很大的差异,举个糖炒栗子,订单被存到一个表,商品寄送地址在另一张表,数据访问代码应该减少影响,但是这个烦人的问题依然存在。

当一个列 的 名字改变时会发生什么,这在应用程序开发期间经常发生,结果是接口代码需要适配反应这种变化,你的代码会变的非常的脆弱,因为查询和替换是达到这个目标的唯一方式,你可以 通过修改SQL来弱化这个问题,并且在结果集加别名来维护原来的名字,但是这回引起更多的困惑并产生一个新的问题。

1.2.3 The loose typing problem 松散的类型问题

获取datareader或者datatable中一列数据的值的时候,你通常是使用一个常量字符串,典型代码看起来是这个样子的:
object shippingAddress = orders.Rows[0]["ShippingAddress"];

变量shippingAddress是一个Object对象,所以它可以包含任何类型的数据你可能知道它包含的是一个string至,你不得不显示的做一个转换操作。

string shippingAddress = (string)orders.Rows[0]["ShippingAddress"];
string shippingAddress = orders.Rows[0]["ShippingAddress"].ToString();

Casting和转换都需要考虑到性能和内存使用,因为在将一个值类型转化成引用类型的使用内部转换会发生装箱和拆箱操作,
DataReader跟datatable相比有一个优势,它提供了指定的方法去访问字段而不需要显示的转化,这些方法接受一个integer参数代表着列在行中的索引位置,DataReader也有一个返回列索引的方法,给定列明,但是这会导致类型错误
C#
string address = rd.GetString(rd.GetOrdinal("ShippingAddress"));
string address = rd.GetString(rd.GetOrdinal("ShipingAdres")); //exception

上个部分讨论的列名变化引起的问题,编译期间会失去控制,运行期间不期望一个列明会发生变化,柔则你会弄错列明,编译器也不能帮助你避免错误,因为他们对列名一无所知。

1.2.4 The performance problem 性能问题

DataSet看起来是.net类库里最复杂的结构之一,它有一个 或者多个DataTable实例,每个DataTable有很多DataRow对象,每个DataRow对象是有很多DataColumn对象组成的,在一个DataTable中可以有一个主键,这个主键可以由一个或者多个列构成,并且可以 生命一个列作为外键跟另一个DataTable中的列关联,列支持版本,意味着如果你改变值,旧值和新值都会被存到裂伤做一个一致性检查,在法网数据库更新之前,你不得不使用DBDataAdapter类,另一个对象

尽管这些特征通常情况下是无用的并且被开发人员忽略,DataSet内部创建了这些对象的空的集合,这好像是一个让人忽略的资源浪费对于一个独立的程序来说,但是在一个多用户环境下,面对上千个请求,比如Web程序,这就会变的不可接受,优化数据库,修改SQL,添加hint提示等等都无用,如果你花费资源在你不需要的创建结构上。

比之下,DataReader是为不同的场景创建的,一个D他Table下载所有的数据从数据库读取到内存,并且经常你不需要内存中的所有数据,可以从数据库中一条一条的获取数据,另一个场景的数据更新,你经常需要读取数据,但不需要更新它,这种情况下,一些特征比如版本是无用的,DataReader是最后的选择(此场景下),因为它以只读方式获取数据(速度更快),尽管它提高了性能,忍让会遭受转换的问题,但是这点损失少于你从它获取的好处。

所有这些问题看起来是无法解决的,但是很多应用程序从数据库结构的使用中获得了好处,即使使用这些对象开发的时候没有问题,但是在企业级工程(代码大)你需要更多的控制和灵活性,你可以itihuidao基于面向对象的变成的好处,并且利用泪去组织你的数据。

1.3 Using classes to organize data 使用类去组织数据

我们生活在面向对象的年代,过程化语言依然存在,只不过被限定在特殊的环境下,比如COBOL在大型主机下的应用程序依然运行。
使用类是一个自然的选择对于当前的大多数程序,类是基于对象编程的基础,类可以非常容易的呈现数据,执行动作,使用类可以组织数据,发布事件等等,从数据组织的角度来说,类是通过方法和属性来表现数据的(属性说到底也是一些特殊的方法)。

通过使用类,你可以不必担心数据是如何持久化的而去表现数据,你不需要知道关于存储策略的任何东西,它可能是个数据库,Web服务,XML文件或是其他东西,表现数据的时候不用对存储策略需要了解被称为persistence ignorance,在这种方案下使用的类被称为POCOs(plain old clr objects).

在企业级应用中使用类会获得几个好处,有几点是特别重要的:

强类型:
你在获取row的每列值时,不必再做转换成正确的类型(或者至少,你不必在接口代码中做这些转换)
编译期间检查:
类通过暴露属性去访问数据,而不必使用通用的方法或者索引,你如果输入了不正确的属性名,立刻就会得到一个编译错误,而不必在运行时才发现这个错误

开发的简化:
像VS这样的编辑器提供智能感知加速开发,只能感知能提供给开发人员关于属性,事件方法等被类暴露出来的东东的提示,但是如果你使用DataSet,编辑器就不能帮助你了,因为列使用string获取数据,string是不受制于只能感知的。

存储无关的接口:
你不必为了适应数据库的结构而去改造类,这会给你最大程度的灵活性,类拥有自己的结构,尽管它经常跟它们关联的 表结构相似 ,但那时也不一定如此,你不必在关心数据的组织和获取,因为 你的代码对应着类,数据获取的细节委托给应用程序的特别部分,所以接口代码总是 能保持不变。

让我们在联系中看一下这些概念,重构前面部分提到的栗子。

1.3.1 Using classes to represent data  用类去表现数据

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" alt="" />

让我们再从头开始,顾客想在表格里面展示订单,第一步是创建一个订单类来保存订单数据(如图所示),订单类跟跟关联的数据库表有相同的结构,能观察到的唯一明显区别是你用.net中的类型(string,int32,datatime)代替了数据库中的字段类型。

第二步是创建一个类,拥有一个方法去从数据看读取数据并将其转换成对象,跟下面列出的一样,这个类经常被放在一个单独的程序集中,被称为数据层。

public List<Order> GetOrders()
{
using (SqlConnection conn = new SqlConnection(connString))
{
using (SqlCommand comm = new SqlCommand("select * from orders", conn))
{
conn.Open();
using(SqlDataReader r = comm.ExecuteReader())
{
List<Order> orders = new List<Order>();
while (rd.Read())
{
orders.Add(
new Order
{
CustomerCode = (string)rd["CustomerCode"],
OrderDate = (DateTime)rd["OrderDate"],
OrderCode = (string)rd["OrderCode"],
ShippingAddress = (string)rd["ShippingAddress"],
ShippingCity = (string)rd["ShippingCity"],
ShippingZipCode = (string)rd["ShippingZipCode"],
ShippingCountry = (string)rd["ShippingCountry"]
}
);
}
return orders;
}
}
}
}
...
ListView1.DataSource = new OrderManager().GetOrders();
ListView1.DataBind();

"这么多的代码",这经常是人们面对上面代码的第一反应,是的,确实有很多代码,尤其是跟1.1的比较(使用DataSet),如果你的应用程序是展示像这样简单的数据,dataset的方案是更好的,但是当事情变得负责,类能帮助你更多,让我们看一下第二个需要的特征:在一个Form里面展示一个单独的订单,当这个订单获取到时,使用类去展示数据显得更加直接。

shippingAddress.Text = order.ShippingAddress;
shippingCity.Text = order.ShippingCity;

最后一步是在一个grid里面展示order和它关联的细节,要做到这些需要更深的知识(理解?),因为它引入了模型的概念,你不能用一个单独的类去展示订单和它的细节,你不得不使用两个分开的类(跟表一样),在下一部分,我们会讨论这项技术。

1.3.2 From a single class to the object model  从一个单独的类到对象模型

你现在已经看到如何开发一个单独的类,并用从数据库中获取的数据去创建它,但是,当你创建更多的类,并且彼此之间有联系的时候,你会体会到真正的力量。
在数据库中,Order和它的细节关系是通过外键约束,从数据库的观点来看,这是个正确的方案。
在面向对象的世界中,你不得不遵守另一个path(观点??),在创建OrderDetail类的时候,给它一个OrderID属性是没用的,最好的解决方案是充分利用类的特性:他们可以拥有自定义类型的属性。这 意味着Order可以添加对OrderDetail的引用,OrderDetail也可以拥有一个对Order的引用。
当你创建这些关系的时候,你同时创建了一个对象模型,一个对象模型是相互关联的类的集合。
当你需要在一个单独的表格里面展现Order和OrderDetail的时候,对象模型的真正能力就浮现出来了。在1.2.1列出了一系列解决方案,因此有一个烦人的问题:每个都不同,但是更糟糕的是,每个都需要不同的代码在接口上。使用类,你的接口代码就跟这些烦人的问题完全隔离开了,因为你不再需要关系数据库,应用程序的一部分会获取数据返回对象,这样,使用对象就实现了存储无关的接口。

对象模型和领域模型模式经常被考虑做同样的事情,他们最开始看起来貌似是极其相像的,因为他们都保存着从存储中抽取的数据,但是当我们仔细挖掘一下,你会发现它们是不同的:对象模型仅仅只保存数据,而领域模型除了保存数据还暴露行为。
我们一直研究的Order类是对象模型的一个完美表现,除了拥有数据的属性,没有其他东西,你可以再给它增加一个计算属性用来报告完整的地址通过将其他属性值包含起来,但这只是个帮助方法,并没有添加任何行为到这个类。
如果你想从一个对象模型迁移到领域模型,你必须给这个类添加行为,为了更好的理解行为这个概念,假设你需要知道一个订单是否超出了允许的总数,使用对象模型,你不得不在另一个类里面添加一个方法,在这个方法中调用数据库获得允许的最大总数,然后跟订单数比较,如果你选择领域模型,你可以天津一个IsCorrent方法给Order类,去执行这个检查操作,这种方式下你就添加了一个行为和表现给Order对象。
创建和维护一个领域对象并不轻松,他会强制软件架构对应用的设计做出选择,特别是类必须自己负责验证,必须保持在一个有效的状态(比如 ,订单必须有一个关联的用户),这可能会导致代码膨胀,所以为了避免这个宽饶,你不得不创建另一个类来负责验证,并在领域模型中保存这些类。
对象模型和领域模型模式的细节已经超出了这本书的范围,我们不会再设计,但是有大量的关于则个话题的书,我们推荐 Domain Driven Design这本书(Eric Evans).

现在看来这个例子已经被简化了,你可能注意到订单类有一个CustomerID属性,OrderDetail类有一个ProductID属性,在一个完整的设计中,你也会有一个Customer,Product类,一个顾客会拥有一个适当的折扣在模型条件下,一个产品属于一个类,出啊关键一个强壮的对象模型需要更高的理解,准则,和一定的联系。
乍看之下,u类和数据库表之间一对一的映射已经足够了,但是再往下,面向对象拥有许多的表现和他正是跟数据库结构不同的,继承,多对多的关系,逻辑上的数据组都会影响你设计一个模型,更重要的是,这些特征在关系和模型自建创建了一个不匹配,在学术界,就是众所周知的object/relational mismatch,在下一部分讨论。

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