SqlBulkCopy 批量复制数据到数据表
使用 SqlBulkCopy 类只能向 SQL Server 表写入数据。但是,数据源不限于 SQL Server;可以使用任何数据源,只要数据可加载到 DataTable 实例或可使用 IDataReader 实例读取数据
- 使用Datatable作为数据源的方式:
下面的代码使用到了ColumnMappings,因为目标表和数据源Datatable的结构不一致,需要这么一个映射来指定对应关系
public string SaveJHCData(LzShopBasicData[] datas) { var result = new AResult(); SqlConnection con = new SqlConnection(System.Configuration.ConfigurationManager.ConnectionStrings["**"].ConnectionString); con.Open(); foreach (var item in datas) { Logger.Info("数据更新处理,店铺名称:" + item.ShopName + "数据日期" + item.SellDate); try { using (TransactionScope scope = new TransactionScope()) { DataTable JHCOrderItemsdt = SaveJHCOrderItemsData(item); SqlBulkCopy JHCOrderItemscopy = new SqlBulkCopy(con); JHCOrderItemscopy.ColumnMappings.Add("orderId", "orderId"); JHCOrderItemscopy.ColumnMappings.Add("auctionId", "auctionId"); JHCOrderItemscopy.ColumnMappings.Add("itemTitle", "itemTitle"); JHCOrderItemscopy.ColumnMappings.Add("tradeAmt", "tradeAmt"); JHCOrderItemscopy.ColumnMappings.Add("alipayNum", "alipayNum"); JHCOrderItemscopy.ColumnMappings.Add("tradeTime", "tradeTime"); JHCOrderItemscopy.ColumnMappings.Add("uv", "uv"); JHCOrderItemscopy.ColumnMappings.Add("srcId", "srcId"); JHCOrderItemscopy.ColumnMappings.Add("srcName", "srcName"); JHCOrderItemscopy.ColumnMappings.Add("DataType", "DataType"); JHCOrderItemscopy.ColumnMappings.Add("DataDate", "DataDate"); JHCOrderItemscopy.ColumnMappings.Add("OrderSourceID", "OrderSourceID"); JHCOrderItemscopy.ColumnMappings.Add("ShopName", "ShopName"); JHCOrderItemscopy.DestinationTableName = "JHCOrderItems"; JHCOrderItemscopy.WriteToServer(JHCOrderItemsdt); result.Updatedata += 1; result.UpdatedataText += item.SellDate + ","; scope.Complete(); Logger.Info(item.SellDate + "事务提交"); } } catch (Exception ex) { Logger.Error(ex.ToString()); continue; } } con.Close(); return result.ToSerializeObject(); }
2.使用IDataReader作为数据源的方式,这种方式个人认为用的很少,首先目标表和来源表两个数据库连接你都需要拿到,如果两个都可以拿到,一般直接操作sql就可以解决:
这里是直接拷贝的MSDN的代码,
用到的AdventureWorks 数据库可以直接在网上下载到,
using System.Data.SqlClient; class Program { static void Main() { string connectionString = GetConnectionString(); // Open a sourceConnection to the AdventureWorks database. using (SqlConnection sourceConnection = new SqlConnection(connectionString)) { sourceConnection.Open(); // Perform an initial count on the destination table. SqlCommand commandRowCount = new SqlCommand( "SELECT COUNT(*) FROM " + "dbo.BulkCopyDemoMatchingColumns;", sourceConnection); long countStart = System.Convert.ToInt32( commandRowCount.ExecuteScalar()); Console.WriteLine("Starting row count = {0}", countStart); // Get data from the source table as a SqlDataReader. SqlCommand commandSourceData = new SqlCommand( "SELECT ProductID, Name, " + "ProductNumber " + "FROM Production.Product;", sourceConnection); SqlDataReader reader = commandSourceData.ExecuteReader(); // Open the destination connection. In the real world you would // not use SqlBulkCopy to move data from one table to the other // in the same database. This is for demonstration purposes only. using (SqlConnection destinationConnection = new SqlConnection(connectionString)) { destinationConnection.Open(); // Set up the bulk copy object. // Note that the column positions in the source // data reader match the column positions in // the destination table so there is no need to // map columns. using (SqlBulkCopy bulkCopy = new SqlBulkCopy(destinationConnection)) { bulkCopy.DestinationTableName = "dbo.BulkCopyDemoMatchingColumns"; try { // Write from the source to the destination. bulkCopy.WriteToServer(reader); } catch (Exception ex) { Console.WriteLine(ex.Message); } finally { // Close the SqlDataReader. The SqlBulkCopy // object is automatically closed at the end // of the using block. reader.Close(); } } // Perform a final count on the destination // table to see how many rows were added. long countEnd = System.Convert.ToInt32( commandRowCount.ExecuteScalar()); Console.WriteLine("Ending row count = {0}", countEnd); Console.WriteLine("{0} rows were added.", countEnd - countStart); Console.WriteLine("Press Enter to finish."); Console.ReadLine(); } } } private static string GetConnectionString() // To avoid storing the sourceConnection string in your code, // you can retrieve it from a configuration file. { return "Data Source=(local); " + " Integrated Security=true;" + "Initial Catalog=AdventureWorks;"; } }
实战:借助类型反射动态构建Datatable数据源,通过SqlBulkCopy批量保存入库
1.获取一张空的Datatable
var dt = bisdal.From<TopBrand>(TopBrand._.ID == -1, OrderByClip.Default).ToDataTable();
2.填充DataTable,这里是通过遍历外部的集合,把属性属性逐一赋值填充到目标Datatable
foreach (var item in brandselldataitems) { try { TopBrand topbrand = new TopBrand { BrandIndex = item.mk, BrandName = item.c58, Date = date, WinnerAmt = item.c60, WinnerPeople = item.c62, WinnerProNum = item.c61, HotTaobaoCategoryID = cid }; CreateDtByItem<TopBrand>(topbrand, dt); } catch (Exception ex) { Logger.Error(ex.ToString()); continue; } }
这里借助反射,遍历实体属性集合,动态构建DataTableRow对象
private void CreateDtByItem<T>(T item, DataTable dt) { System.Reflection.PropertyInfo[] properties = item.GetType().GetProperties(System.Reflection.BindingFlags.Instance | System.Reflection.BindingFlags.Public); var newrow = dt.NewRow(); foreach (System.Reflection.PropertyInfo pitem in properties) { string name = pitem.Name; if (name == "children") { continue; } object value = pitem.GetValue(item, null); newrow[name] = value == null ? DBNull.Value : value; } dt.Rows.Add(newrow); }
3.保存入库,
BulkWriteToServer(con, "TopBrand", dt);
这里因为目标表和数据源的Datatable数据结构一致,所以省去了ColumnMappings列映射的操作,可以直接WriteToServer保存
private void BulkWriteToServer(SqlConnection con, string destinationtablename, DataTable sourcedt) { try { if (con.State == ConnectionState.Closed) { con.Open(); } SqlBulkCopy topbranddtcopy = new SqlBulkCopy(con); topbranddtcopy.DestinationTableName = destinationtablename; topbranddtcopy.WriteToServer(sourcedt); con.Close(); } catch (Exception ex) { Logger.Error("批量新增数据:" + destinationtablename + "," + ex.ToString()); } }
完整调用代码:
private void CreateTopBrandData(int date, int cid, List<BrandSellDataItem> brandselldataitems) { try { var dt = bisdal.From<TopBrand>(TopBrand._.ID == -1, OrderByClip.Default).ToDataTable(); foreach (var item in brandselldataitems) { try { TopBrand topbrand = new TopBrand { BrandIndex = item.mk, BrandName = item.c58, Date = date, WinnerAmt = item.c60, WinnerPeople = item.c62, WinnerProNum = item.c61, HotTaobaoCategoryID = cid }; CreateDtByItem<TopBrand>(topbrand, dt); } catch (Exception ex) { Logger.Error(ex.ToString()); continue; } } BulkWriteToServer(con, "TopBrand", dt); } catch (Exception ex) { throw new Exception("CreateTopBrandData:" + ex.ToString()); } }
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