.net core利用MySqlBulkLoader大数据批量导入MySQL

时间:2023-03-08 17:51:49

最近用core写了一个数据迁移小工具,从SQLServer读取数据,加工后导入MySQL,由于数据量太过庞大,数据表都过百万,常用的dapper已经无法满足。三大数据库都有自己的大数据批量导入数据的方式,

MSSQL有SqlBulkCopy,MYSQL有MySqlBulkLoader,Oracle有OracleBulkCopy,对应各自的驱动。

一:生成csv文件

public static class CSVEx
{
/// <summary>
///将DataTable转换为标准的CSV
/// </summary>
/// <param name="table">数据表</param>
/// <returns>返回标准的CSV</returns>
public static void ToCsv(this DataTable table)
{
//以半角逗号(即,)作分隔符,列为空也要表达其存在。
//列内容如存在半角逗号(即,)则用半角引号(即"")将该字段值包含起来。
//列内容如存在半角引号(即")则应替换成半角双引号("")转义,并用半角引号(即"")将该字段值包含起来。
StringBuilder sb = new StringBuilder();
DataColumn colum;
foreach (DataRow row in table.Rows)
{
for (int i = 0; i < table.Columns.Count; i++)
{
colum = table.Columns[i];
if (i != 0) sb.Append(",");
if (colum.DataType == typeof(string) && row[colum].ToString().Contains(","))
{
sb.Append("\"" + row[colum].ToString().Replace("\"", "\"\"") + "\"");
}
else sb.Append(row[colum].ToString());
}
sb.AppendLine();
} File.WriteAllText(table.TableName + ".csv", sb.ToString());
} }

 二:批量导入数据

public static class MySqlHelper
{
/// <summary>
/// 批量导入
/// </summary>
/// <param name="_mySqlConnection"></param>
/// <param name="dt"></param>
/// <returns></returns>
public static int BulkLoad(MySqlConnection _mySqlConnection, DataTable table)
{
var columns = table.Columns.Cast<DataColumn>().Select(colum => colum.ColumnName).ToList();
MySqlBulkLoader bulk = new MySqlBulkLoader(_mySqlConnection)
{
FieldTerminator = ",",
FieldQuotationCharacter = '"',
EscapeCharacter = '"',
LineTerminator = "\r\n",
FileName = table.TableName + ".csv",
NumberOfLinesToSkip = 0,
TableName = table.TableName, }; bulk.Columns.AddRange(columns);
return bulk.Load();
}
}

  

demo地址:https://github.com/xiaopotian1990/MySqlBulkLoaderDemo