zoukankan      html  css  js  c++  java
  • 批量插入100万条数据

    创建数据库:

    --Create DataBase
    create database BulkTestDB;
    go
    use BulkTestDB;
    go
    --Create Table
    Create table BulkTestTable(
    Id int primary key,
    UserName nvarchar(32),
    Pwd varchar(16))
    go
    --Create Table Valued
    CREATE TYPE BulkUdt AS TABLE
      (Id int,
       UserName nvarchar(32),
       Pwd varchar(16))
    

       

    第一种,普通sql用insert插入:

                Stopwatch sw = new Stopwatch();
    
                SqlConnection sqlConn = new SqlConnection(
                    ConfigurationManager.ConnectionStrings["ConnStr"].ConnectionString);//连接数据库
    
                SqlCommand sqlComm = new SqlCommand();
                sqlComm.CommandText = string.Format("insert into BulkTestTable(Id,UserName,Pwd)values(@p0,@p1,@p2)");//参数化SQL
                sqlComm.Parameters.Add("@p0", SqlDbType.Int);
                sqlComm.Parameters.Add("@p1", SqlDbType.NVarChar);
                sqlComm.Parameters.Add("@p2", SqlDbType.VarChar);
                sqlComm.CommandType = CommandType.Text;
                sqlComm.Connection = sqlConn;
                sqlConn.Open();
                try
                {
                    //循环插入100万条数据,每次插入10万条,插入10次。
                    for (int multiply = 0; multiply < 10; multiply++)
                    {
                        for (int count = multiply * 100000; count < (multiply + 1) * 100000; count++)
                        {
    
                            sqlComm.Parameters["@p0"].Value = count;
                            sqlComm.Parameters["@p1"].Value = string.Format("User-{0}", count * multiply);
                            sqlComm.Parameters["@p2"].Value = string.Format("Pwd-{0}", count * multiply);
                            sw.Start();
                            sqlComm.ExecuteNonQuery();
                            sw.Stop();
                        }
                        //每插入10万条数据后,显示此次插入所用时间
                        Console.WriteLine(string.Format("Elapsed Time is {0} Milliseconds", sw.ElapsedMilliseconds));
                    }
                }
                catch (Exception ex)
                {
                    throw ex;
                }
                finally
                {
                    sqlConn.Close();
                }
    
                Console.ReadLine();
    

    第二种,用Bulk;

    bulk方法主要思想是通过在客户端把数据都缓存在Table中,然后利用SqlBulkCopy一次性把Table中的数据插入到数据库

    public static void BulkToDB(DataTable dt)
    {
        SqlConnection sqlConn = new SqlConnection(
            ConfigurationManager.ConnectionStrings["ConnStr"].ConnectionString);
        SqlBulkCopy bulkCopy = new SqlBulkCopy(sqlConn);
        bulkCopy.DestinationTableName = "BulkTestTable";
        bulkCopy.BatchSize = dt.Rows.Count;
    
        try
        {
            sqlConn.Open();
    	if (dt != null && dt.Rows.Count != 0)
        	bulkCopy.WriteToServer(dt);
        }
        catch (Exception ex)
        {
            throw ex;
        }
        finally
        {
            sqlConn.Close();
            if (bulkCopy != null)
                bulkCopy.Close();
        }
    }
    
    public static DataTable GetTableSchema()
    {
        DataTable dt = new DataTable();
        dt.Columns.AddRange(new DataColumn[]{
            new DataColumn("Id",typeof(int)),
            new DataColumn("UserName",typeof(string)),
    	new DataColumn("Pwd",typeof(string))});
    
        return dt;
    }
    
    static void Main(string[] args)
    {
        Stopwatch sw = new Stopwatch();
        for (int multiply = 0; multiply < 10; multiply++)
        {
            DataTable dt = Bulk.GetTableSchema();
            for (int count = multiply * 100000; count < (multiply + 1) * 100000; count++)
            {
                DataRow r = dt.NewRow();
                r[0] = count;
                r[1] = string.Format("User-{0}", count * multiply);
                r[2] = string.Format("Pwd-{0}", count * multiply);
                dt.Rows.Add(r);
            }
            sw.Start();
            Bulk.BulkToDB(dt);
            sw.Stop();
            Console.WriteLine(string.Format("Elapsed Time is {0} Milliseconds", sw.ElapsedMilliseconds));
        }
    
        Console.ReadLine();
    }
    

    第三,表值参数法;

    表值参数是SQL Server 2008新特性,简称TVPs。对于表值参数不熟悉的朋友,可以参考最新的book online;其速度比Bulk还快5s。

    public static void TableValuedToDB(DataTable dt)
    {
        SqlConnection sqlConn = new SqlConnection(
          ConfigurationManager.ConnectionStrings["ConnStr"].ConnectionString);
        const string TSqlStatement =
         "insert into BulkTestTable (Id,UserName,Pwd)" +
         " SELECT nc.Id, nc.UserName,nc.Pwd" +
         " FROM @NewBulkTestTvp AS nc";
        SqlCommand cmd = new SqlCommand(TSqlStatement, sqlConn);
        SqlParameter catParam = cmd.Parameters.AddWithValue("@NewBulkTestTvp", dt);
        catParam.SqlDbType = SqlDbType.Structured;
        //表值参数的名字叫BulkUdt,在上面的建立测试环境的SQL中有。
        catParam.TypeName = "dbo.BulkUdt";
        try
        {
          sqlConn.Open();
          if (dt != null && dt.Rows.Count != 0)
          {
              cmd.ExecuteNonQuery();
          }
        }
        catch (Exception ex)
        {
          throw ex;
        }
        finally
        {
          sqlConn.Close();
        }
    }
    
    public static DataTable GetTableSchema()
    {
        DataTable dt = new DataTable();
        dt.Columns.AddRange(new DataColumn[]{
          new DataColumn("Id",typeof(int)),
          new DataColumn("UserName",typeof(string)),
          new DataColumn("Pwd",typeof(string))});
    
        return dt;
    }
    
    static void Main(string[] args)
    {
        Stopwatch sw = new Stopwatch();
        for (int multiply = 0; multiply < 10; multiply++)
        {
            DataTable dt = TableValued.GetTableSchema();
            for (int count = multiply * 100000; count < (multiply + 1) * 100000; count++)
            {        
                DataRow r = dt.NewRow();
                r[0] = count;
                r[1] = string.Format("User-{0}", count * multiply);
                r[2] = string.Format("Pwd-{0}", count * multiply);
                dt.Rows.Add(r);
            }
            sw.Start();
            TableValued.TableValuedToDB(dt);
            sw.Stop();
            Console.WriteLine(string.Format("Elapsed Time is {0} Milliseconds", sw.ElapsedMilliseconds));
        }
    
        Console.ReadLine();
    }
    
    乔帮主说过:“我们的时间是有限的,不要把宝贵的时间浪费在别人身上”。别人与我何关,环境又与我何关呢,一切的根源都在我们自己身上,只有我们自己的成长才能最终改变生活。
  • 相关阅读:
    【leetcode】236. 二叉树的最近公共祖先
    【leetcode】230. 二叉搜索树中第K小的元素
    【leetcode】309. 最佳买卖股票时机含冷冻期
    【leetcode】306. 累加数
    【leetcode】304. 二维区域和检索
    spring-framework源码编译及导入
    Java8-函数式接口理解及测试
    Mac编译RocketMQ 4.1.0
    首记
    JS表单验证
  • 原文地址:https://www.cnblogs.com/yhw-bk/p/4204214.html
Copyright © 2011-2022 走看看