第四节 MongoDB复杂及变化对象的存储
本节探讨问题:
- 复杂对象的存储
- 存储的实体对象发生变化了
既然要使MongoDB做业务驱动开发,那就要考虑到复杂的对象是否容易可以直接序列化存储呢?在后期的开发中,总会碰到对象的会增加或删除属性,那对象属性变动了,是否会对之前的存到MongoDB的数据反序列化会有影响呢?接下来我们就带着这些问题来简单测试一下,我也不知道是否会有问题。
一、复杂对象的存储
我们先来测试一些值类型的序列化问题,.net mvc中有两个方法用来将前台传回的数据绑定到对象上,TryUpdateModel(),UpdateModel(),我记得碰到日期,值类型若没赋值都会出错。而其它的序列化对数组,HashTable,日期等都要单独处理。我们来看一MongoDB是怎么处理的
1.带参构造函数的类
{
public class Employee
{
public string Name { set; get; }
public int Age { set; get; }
public bool Sex { set; get; }
public DateTime Birthday { set; get; }
public JobBase Job { set; get; }
public Hashtable HT { set; get; }
}
public class Company
{
public string Name { set; get; }
public DateTime CreateDate { set; get; }
public List<Employee> EmployeeCollection { set; get; }
public string[] Department { set; get; }
public double Rate { set; get; }
}
public class JobBase
{
public string Name { set; get; }
public Work Work { set; get; }
public void Action()
{
Console.WriteLine("我是" + this.Name);
}
}
public class Work
{
private string something;
public Work(string something)
{
this.something = something;
}
public void ToDo()
{
Console.WriteLine("我喜欢做" + something);
}
}
static void Main(string[] args)
{
Mongo mongo = new Mongo("Server=127.0.0.1:27017");
mongo.Connect();
IMongoDatabase simple = mongo["simple"];
var compCollection = simple.GetCollection<Company>();
//Company company = new Company();
//company.CreateDate = DateTime.Now;
//company.Name = "C Company";
//company.Department = new string[] { "信息部", "财务部", "开发部" };
var empCollection = simple.GetCollection<Employee>();
Employee employee1 = new Employee() { Name = "llj", Age = 24, Sex = true, Birthday = new DateTime(1984, 9, 9) };
employee1.Job = new JobBase() { Name = "IT" };
employee1.Job.Work = new Work("IT杂志");
employee1.HT = new Hashtable();
employee1.HT.Add("A1", "AA1");
Employee employee2 = new Employee() { Name = "cctv", Sex = true, Birthday = new DateTime(1984, 9, 9) };
employee2.Job = new JobBase() { Name = "TEST" };
employee2.Job.Work = new Work("TEST测试");
employee2.HT = new Hashtable();
employee2.HT.Add("B1", "BB1");
Employee employee3 = new Employee() { Name = "http", Age = 24, Sex = true };
employee3.Job = new JobBase() { Name = "DEV" };
employee3.Job.Work = new Work("DEV开发");
employee3.HT = new Hashtable();
employee3.HT.Add("C3", "CC3");
//company.EmployeeCollection = new List<Employee>();
//company.EmployeeCollection.Add(employee1);
//company.EmployeeCollection.Add(employee2);
//company.EmployeeCollection.Add(employee3);
//compCollection.Save(company);
empCollection.Save(employee1);
empCollection.Save(employee2);
empCollection.Save(employee3);
Console.WriteLine("Count: {0}", empCollection.Linq().Count());
//选择一个对象查看
Employee employee=empCollection.FindOne(new Document{{"Name","llj"}});
//Company companyNew = compCollection.FindOne(new Document{{"Name","C Company"}});
//companyNew.EmployeeCollection[0].Job.Action();
//companyNew.EmployeeCollection[0].Job.Work.ToDo();
mongo.Disconnect();
mongo.Dispose();
Console.ReadLine();
}
}
程序出错了,原因是Work这个类是带参的构造函数的,也说你的对象是通过带参的构造函数创建的被保存Mongo中,再反射回来时会出错的。见下面
我们注掉Work类的所有代码,继续测试 db.Employee.drop()
2.值类型及日期的测试

{
public class Employee
{
public string Name { set; get; }
public int Age { set; get; }
public bool Sex { set; get; }
public DateTime Birthday { set; get; }
public JobBase Job { set; get; }
public Hashtable HT { set; get; }
}
public class Company
{
public string Name { set; get; }
public DateTime CreateDate { set; get; }
public List<Employee> EmployeeCollection { set; get; }
public string[] Department { set; get; }
public double Rate { set; get; }
}
public class JobBase
{
public string Name { set; get; }
public void Action()
{
Console.WriteLine("我是" + this.Name);
}
}
static void Main(string[] args)
{
Mongo mongo = new Mongo("Server=127.0.0.1:27017");
mongo.Connect();
IMongoDatabase simple = mongo["simple"];
var compCollection = simple.GetCollection<Company>();
//Company company = new Company();
//company.CreateDate = DateTime.Now;
//company.Name = "C Company";
//company.Department = new string[] { "信息部", "财务部", "开发部" };
var empCollection = simple.GetCollection<Employee>();
Employee employee1 = new Employee() { Name = "llj", Age = 24, Sex = true, Birthday = new DateTime(1984, 9, 9) };
employee1.Job = new JobBase() { Name = "IT" };
employee1.HT = new Hashtable();
employee1.HT.Add("A1", "AA1");
Employee employee2 = new Employee() { Name = "cctv", Sex = true, Birthday = new DateTime(1984, 9, 9) };
employee2.Job = new JobBase() { Name = "TEST" }; ;
employee2.HT = new Hashtable();
employee2.HT.Add("B1", "BB1");
Employee employee3 = new Employee() { Name = "http", Age = 24, Sex = true };
employee3.Job = new JobBase() { Name = "DEV" };
employee3.HT = new Hashtable();
employee3.HT.Add("C3", "CC3");
//company.EmployeeCollection = new List<Employee>();
//company.EmployeeCollection.Add(employee1);
//company.EmployeeCollection.Add(employee2);
//company.EmployeeCollection.Add(employee3);
//compCollection.Save(company);
empCollection.Save(employee1);
empCollection.Save(employee2);
empCollection.Save(employee3);
Console.WriteLine("Count: {0}", empCollection.Linq().Count());
//选择一个对象查看
Employee employee=empCollection.FindOne(new Document{{"Name","llj"}});
//Company companyNew = compCollection.FindOne(new Document{{"Name","C Company"}});
//companyNew.EmployeeCollection[0].Job.Action();
mongo.Disconnect();
mongo.Dispose();
Console.ReadLine();
}
}
查看结果:
我们可以看到,未设置年龄,日期的字段,Mongo都会处理为0和一个指定日期,而HashTable也是可以被自动序列化进来的。
那再把看一下取出来的对象被还原成什么样了,
3.组合子对象,增加集合测试

{
public class Employee
{
public string Name { set; get; }
public int Age { set; get; }
public bool Sex { set; get; }
public DateTime Birthday { set; get; }
public JobBase Job { set; get; }
public Hashtable HT { set; get; }
}
public class Company
{
public string Name { set; get; }
public DateTime CreateDate { set; get; }
public List<Employee> EmployeeCollection { set; get; }
public string[] Department { set; get; }
public double Rate { set; get; }
}
public class JobBase
{
public string Name { set; get; }
public void Action()
{
Console.WriteLine("我是" + this.Name);
}
}
static void Main(string[] args)
{
Mongo mongo = new Mongo("Server=127.0.0.1:27017");
mongo.Connect();
IMongoDatabase simple = mongo["simple"];
var compCollection = simple.GetCollection<Company>();
Company company = new Company();
company.CreateDate = DateTime.Now;
company.Name = "C Company";
company.Department = new string[] { "信息部", "财务部", "开发部" };
Employee employee1 = new Employee() { Name = "llj", Age = 24, Sex = true, Birthday = new DateTime(1984, 9, 9) };
employee1.Job = new JobBase() { Name = "IT" };
employee1.HT = new Hashtable();
employee1.HT.Add("A1", "AA1");
Employee employee2 = new Employee() { Name = "cctv", Sex = true, Birthday = new DateTime(1984, 9, 9) };
employee2.Job = new JobBase() { Name = "TEST" }; ;
employee2.HT = new Hashtable();
employee2.HT.Add("B1", "BB1");
Employee employee3 = new Employee() { Name = "http", Age = 24, Sex = true };
employee3.Job = new JobBase() { Name = "DEV" };
employee3.HT = new Hashtable();
employee3.HT.Add("C3", "CC3");
company.EmployeeCollection = new List<Employee>();
company.EmployeeCollection.Add(employee1);
company.EmployeeCollection.Add(employee2);
company.EmployeeCollection.Add(employee3);
compCollection.Save(company);
Company companyNew = compCollection.FindOne(new Document { { "Name", "C Company" } });
companyNew.EmployeeCollection[0].Job.Action();
mongo.Disconnect();
mongo.Dispose();
Console.ReadLine();
}
}
看一下结果:
可以看到List集合,字符串数组,组合类都已成功序列化保存到Mongo中了,那我们在还从Mongo把这个对象取出来
对象被成功的还原回来了,那我们修改现在的对象属性,去掉Company的Department属性,以及Employee的JobBase属性看看还原后的情况
4.增删属性再还原对象

{
public string Name { set; get; }
public int Age { set; get; }
public bool Sex { set; get; }
public DateTime Birthday { set; get; }
//public JobBase Job { set; get; }
public Hashtable HT { set; get; }
}
public class Company
{
public string Name { set; get; }
public DateTime CreateDate { set; get; }
public List<Employee> EmployeeCollection { set; get; }
//public string[] Department { set; get; }
public double Rate { set; get; }
}
查看结果,看看是否会影响对象成功还原
对象成功还原了,少掉那部分属性。那我们再将对象保存回去,看看Mongo会将那部分多出来的属性丢弃吗?为了表现明显,我们将Company的List属性也注释掉
执行以下代码

compCollection.Update(companyNew, companyNew);
查看结果Mongo中的结果:
读取后的对象被保存回去会将原先的多出的属性数据丢弃。
总结:经过测试,Mongo可存取复杂的对象(对象中不包含其它带参构造函数,影响到还原),包括数组,泛型集合,哈希表,值类型等等。非空字段Mongo会自动匹配一些特定的值。但是当对象本身发生变化了,比如删除属性后,读取后再更新回去,会导致原先的多出的属性丢失,因此开发中要考虑到对象变了之后,之前的数据是否要保留下来,做好备份。Mongo要求存储的对象要尽量相对稳定或者结构相对简单,否则前期的业务对象设计要花大量时间了。
【推荐】国内首个AI IDE,深度理解中文开发场景,立即下载体验Trae
【推荐】编程新体验,更懂你的AI,立即体验豆包MarsCode编程助手
【推荐】抖音旗下AI助手豆包,你的智能百科全书,全免费不限次数
【推荐】轻量又高性能的 SSH 工具 IShell:AI 加持,快人一步
· 如何编写易于单元测试的代码
· 10年+ .NET Coder 心语,封装的思维:从隐藏、稳定开始理解其本质意义
· .NET Core 中如何实现缓存的预热?
· 从 HTTP 原因短语缺失研究 HTTP/2 和 HTTP/3 的设计差异
· AI与.NET技术实操系列:向量存储与相似性搜索在 .NET 中的实现
· 周边上新:园子的第一款马克杯温暖上架
· Open-Sora 2.0 重磅开源!
· .NET周刊【3月第1期 2025-03-02】
· 分享 3 个 .NET 开源的文件压缩处理库,助力快速实现文件压缩解压功能!
· [AI/GPT/综述] AI Agent的设计模式综述