.NET批量大数据插入性能分析及比较

王朝学院·作者佚名  2016-08-27
窄屏简体版  字體: |||超大  

数据插入使用了以下几种方式

1. 逐条数据插入

2. 拼接sql语句批量插入

3. 拼接sql语句并使用Transaction

4. 拼接sql语句并使用SqlTransaction

5. 使用DataAdapter

6. 使用TransactionScope及SqlBulkCopy

7. 使用表值参数

数据库使用SQL Server,脚本如下

create table TestTable

(

Id int

,Name nvarchar(20)

)

程序中生成测试DataTable结构和测试数据的类如下

[c-sharp] view plaincopyPRint?

1.public class Tools

2.{

3. public static DataTable MakeDataTable()

4. {

5. DataTable table = new DataTable();

6.

7. //生成DataTable的模式(schema)

8. table.Columns.Add("Id", Type.GetType("System.Int32"));

9. table.Columns.Add("Name", Type.GetType("System.String"));

10.

11. //设置主键

12. table.PrimaryKey = new DataColumn[] { table.Columns["ID"] };

13. table.Columns["Id"].AutoIncrement = true;

14. table.Columns["Id"].AutoIncrementSeed = 1;

15. table.Columns["Id"].ReadOnly = true;

16. return table;

17. }

18.

19. public static void MakeData(DataTable table, int count)

20. {

21. if (table == null)

22. return;

23.

24. if (count <= 0)

25. return;

26.

27. DataRow row = null;

28.

29. for (int i = 1; i <= count; i++)

30. {

31. //创建一个新的DataRow对象(生成一个新行)

32. row = table.NewRow();

33. row["Name"] = "Test" + i.ToString();

34. //添加新的DataRow

35. table.Rows.Add(row);

36. }

37. }

38.}

public class Tools

{

public static DataTable MakeDataTable()

{

DataTable table = new DataTable();

//生成DataTable的模式(schema)

table.Columns.Add("Id", Type.GetType("System.Int32"));

table.Columns.Add("Name", Type.GetType("System.String"));

//设置主键

table.PrimaryKey = new DataColumn[] { table.Columns["ID"] };

table.Columns["Id"].AutoIncrement = true;

table.Columns["Id"].AutoIncrementSeed = 1;

table.Columns["Id"].ReadOnly = true;

return table;

}

public static void MakeData(DataTable table, int count)

{

if (table == null)

return;

if (count <= 0)

return;

DataRow row = null;

for (int i = 1; i <= count; i++)

{

//创建一个新的DataRow对象(生成一个新行)

row = table.NewRow();

row["Name"] = "Test" + i.ToString();

//添加新的DataRow

table.Rows.Add(row);

}

}

}

使用Log4net记录日志,默认插入记录数为40000条,每次插入1条,可在界面修改,使用System.Diagnostics.StopWatch记录插入时间,每次测试后删除原表重建

窗体代码如下:

[c-sharp]www.nuoya118.com

public delegate bool InsertHandler(DataTable table, int batchSize); public partial class FrmBatch : Form { private Stopwatch _watch = new Stopwatch(); public FrmBatch() { InitializeComponent(); } private void FrmBatch_Load(object sender, EventArgs e) { txtRecordCount.Text = "40000"; txtBatchSize.Text = "1"; } //逐条数据插入 private void btnInsert_Click(object sender, EventArgs e) { Insert(DbOperation.ExecuteInsert, "Use SqlServer Insert"); } //拼接sql语句插入 private void btnBatchInsert_Click(object sender, EventArgs e) { Insert(DbOperation.ExecuteBatchInsert, "Use SqlServer Batch Insert"); } //拼接sql语句并使用Transaction private void btnTransactionInsert_Click(object sender, EventArgs e) { Insert(DbOperation.ExecuteTransactionInsert, "Use SqlServer Batch Transaction Insert"); } //拼接sql语句并使用SqlTransaction private void btnSqlTransactionInsert_Click(object sender, EventArgs e) { Insert(DbOperation.ExecuteSqlTransactionInsert, "Use SqlServer Batch SqlTransaction Insert"); } //使用DataAdapter private void btnDataAdapterInsert_Click(object sender, EventArgs e) { Insert(DbOperation.ExecuteDataAdapterInsert, "Use SqlServer DataAdapter Insert"); } //使用TransactionScope private void btnTransactionScopeInsert_Click(object sender, EventArgs e) { Insert(DbOperation.ExecuteTransactionScopeInsert, "Use SqlServer TransactionScope Insert"); } //使用表值参数 private void btnTableTypeInsert_Click(object sender, EventArgs e) { Insert(DbOperation.ExecuteTableTypeInsert, "Use SqlServer TableType Insert"); } private DataTable InitDataTable() { DataTable table = Tools.MakeDataTable(); int count = 0; if (int.TryParse(txtRecordCount.Text.Trim(), out count)) { Tools.MakeData(table, count); //MessageBox.Show("Data Init OK"); } return table; } public void Insert(InsertHandler handler, string msg) { DataTable table = InitDataTable(); if (table == null) { MessageBox.Show("DataTable is null"); return; } int recordCount = table.Rows.Count; if (recordCount <= 0) { MessageBox.Show("No Data"); return; } int batchSize = 0; int.TryParse(txtBatchSize.Text.Trim(), out batchSize); if (batchSize <= 0) { MessageBox.Show("batchSize <= 0"); return; } bool result = false; _watch.Reset(); _watch.Start(); result = handler(table, batchSize); _watch.Stop(www.nuoya66.com); string log = string.Format("{0};RecordCount:{1};BatchSize:{2};Time:{3};", msg, recordCount, batchSize, _watch.ElapsedMilliseconds); LogHelper.Info(log); MessageBox.Show(result.ToString()); } }

 
 
 
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