c#操作mongodb插入数据效率

mongodb的数据插入速度是其一个亮点,同样的10000条数据,插入的速度要比Mysql和sqlserver都要快,当然这也是要看使用者怎么个使用法,你代码如果10000次写入使用10000次连接,那也是比不过其他数据库使用事务一次性提交的速度的。

同样,mongo也提供的一次性插入巨量数据的方法,因为mongodb没有事务这回事,所以在在C#驱动里,具体方法是InsertManyAsync()一次性插入多个文档。与之对应的是InsertOneAsync,这个是一次插入一个文档;

InsertManyAsync()这个方法带入的参数只要是实现了IEnumerable接口的类型就可以,所以可是list<>,这样的数据类型;

同样的10000次插入,两个方法时间差别很大。如图:

使用一次性插入多个文档方法,插入10000条耗时仅1.3秒,分成10000次插入,耗时19.9秒。区别大了个去。同样,前面我做过使用mysql插入10000条记录,要用4秒多,可见,这mongodb插入速度不是吹 的。

具体的代码如下,贴上:

using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using MongoDB.Bson;
using MongoDB.Driver;
using System.Diagnostics;
namespace sqltomongo
{
  public  class MongoHelp
  {
    private static IMongoClient client
    {
      get
      {
        if (null == _client)
        {
          _client = new MongoClient("mongodb://127.0.0.1:27017");
        }
        return _client;
      }
    }
    public  static IMongoDatabase database
    {
      get {
         _database = client.GetDatabase("HotelPersonInfo");
         return _database;
      }
      set {
        _database = value;
      }
    }
    public  static IMongoCollection<BsonDocument> collection
    {
      get {
        return _collection;
      }
      set {
        _collection = value;
      }
    }
    protected static IMongoClient _client;
    protected static IMongoDatabase _database;
    protected static IMongoCollection<BsonDocument> _collection;
     //测试效率,两个方法用时比较
    public async static void TestMongo()
    {
      //自定义的对象
      RoomInfo roomdata = new RoomInfo();
      List<BsonDocument> docunemts = new List<BsonDocument>();
      collection = database.GetCollection<BsonDocument>("HotelPersonInfo");
      Stopwatch sw = new Stopwatch();
      sw.Start();
      for (int i = 1; i < 10000; i++)
      {
         //mongo对用户自定义的对象扩展了tobasonDocument这个方法,可直接用
        var roomdatadocument = new BsonDocument(roomdata.ToBsonDocument());
        docunemts.Add(roomdatadocument);
      }
      //一次10000条
       //这方法 查看api手册,只要实现了IEnumerable借口的类型就都行
      await collection.InsertManyAsync(docunemts);
      sw.Stop();
       TimeSpan ts2 =sw.Elapsed;
       Console.WriteLine("total is " + ts2.TotalMilliseconds);
      ///一次次插 10000次
       Stopwatch sw2 = new Stopwatch();
       sw2.Start();
       for (int i = 1; i < 10000; i++)
       {
         var roomdatadocument = new BsonDocument(roomdata.ToBsonDocument());
         await collection.InsertOneAsync(roomdatadocument);
       }       
       sw2.Stop();
       TimeSpan ts22 = sw2.Elapsed;
       Console.WriteLine("total is " + ts22.TotalMilliseconds);
     // await collection.InsertOneAsync(roomdatadocument);
      //collection = database.GetCollection<BsonDocument>("HotelPersonInfo");
      // collection.InsertOneAsync(roomdatadocument);
    }
  }
}

里面使用了一个自定义的对象:

代码如下:

using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using MongoDB.Bson;
namespace sqltomongo
{
  public class RoomInfo 
  {
    public RoomInfo()
    {
     // id = "test"; 
      Name = "nafd"; Moblie = "123456"; EMail = "dd@qq.com"; Tel = "010123"; Fax = "0755-001";
      IdentityId = "616112323231"; RegisterType = "tid"; CardNo = "cardno"; Sex = "男"; Birthday = "1999";
      Address = "china beijing"; ZipCode = "519000"; RegisterDate = "2015-03-03";
      District2 = "District2";
      District3 = "District3";
      District4 = "District4";
    }
   // public string id { get; set; }
    /// <summary>
    /// 名字
    /// </summary>
    public string Name { get; set; }      
     /// <summary>
    /// 手机号码
    /// </summary>
    public string Moblie { get; set; }
    /// <summary>
    /// 邮箱
    /// </summary>
    public string EMail {get;set;}
    /// <summary>
    /// 座机
    /// </summary>
    public string Tel { get; set; }
    /// <summary>
    /// 传真
    /// </summary>
    public string Fax { get; set; }
    /// <summary>
    /// 身份证
    /// </summary>
    public string IdentityId { get; set; }
     /// <summary>
    /// 使用什么注册的
    /// ID --身份证 (只需要id身份证的信息)
    /// </summary>
    public string RegisterType { get; set; }
      /// <summary>
    /// 会员卡号
    /// </summary>
    public string CardNo { get; set; }
    /// <summary>
    /// 性别
    /// </summary>
    public string Sex { get; set; }
    /// <summary>
    /// 生日
    /// </summary>
    public string Birthday { get; set; }
    /// <summary>
    /// 地址
    /// </summary>
    public string Address { get; set; }
    /// <summary>
    /// 邮编
    /// </summary>
    public string ZipCode { get; set; }
    public string District2 { get; set; }
    public string District3 { get; set; }
    public string District4 { get; set; }
    /// <summary>
    /// 注册时间 
    /// </summary>
    public string RegisterDate { get; set; }
  }
}

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