C# 使用SSI加载具有非标准格式的CSV
我的任务是加载csv文件中的会计事务。该文件包含应用于整个文件的一行标题信息,但由于某种原因,它将数据按账号分组,位于交易数据之上,但与ID位于同一列中C# 使用SSI加载具有非标准格式的CSV,c#,sql-server,csv,ssis,etl,C#,Sql Server,Csv,Ssis,Etl,我的任务是加载csv文件中的会计事务。该文件包含应用于整个文件的一行标题信息,但由于某种原因,它将数据按账号分组,位于交易数据之上,但与ID位于同一列中 "ID","Name","Date","Debit","Credit","Balance" ,,,,, "1150 - Cash in Bank",,,,, "Starting Balance",,,,,"59,612.78" 615892,"Account Name 1","5/5/2018","2,100.00",,"61,712.78"
"ID","Name","Date","Debit","Credit","Balance"
,,,,,
"1150 - Cash in Bank",,,,,
"Starting Balance",,,,,"59,612.78"
615892,"Account Name 1","5/5/2018","2,100.00",,"61,712.78"
645761,"Account Name 2","5/7/2018",,7,"61,705.78"
615892,"Account Name 3","5/8/2018",,"2,144.33","59,561.45"
713300,"Account Name 4","5/8/2018","2,144.33",,"61,705.78"
713300,"Account Name 5","5/8/2018",,"2,144.33","59,561.45"
693615,"Account Name 6","5/9/2018",,"1,650.00","57,911.45"
"Net Change",,,,,"-1,701.33"
,,,"4,244.33","5,945.66","57,911.45"
"3150 - Owner Contribution",,,,,
"Starting Balance",,,,,0
713300,"Account Name 4","5/8/2018",,"2,144.33","-2,144.33"
"Net Change",,,,,"-2,144.33"
,,,0,"2,144.33","-2,144.33"
有人能告诉我怎么处理这件事吗?我知道如何通过几个变量和逐行处理逻辑地完成这一点,但我根本不是C#或前端开发人员。我最大的问题似乎是你不能像SQL那样编写一篇文章并测试它。我可以查询表,查看数据并继续构建它,但使用C#我需要一个完整的脚本来协同工作。如何从一个小的块开始并展开?甚至像读取变量的第一个帐户名并在数据流任务中将其显示为变量一样。我可以将代码发送到某个地方,并从中获取一些信息,似乎我在网上找到的每个脚本都有一些编译错误,我还不知道如何解决这些错误。这应该可以将所有这些信息都输入到一个数据表结构中,然后您可以使用该结构分配或执行任何操作。如果你需要一个不同类型的终端对象,让我知道
var data = string.Empty; //String var to hold file
var tbl = new DataTable("MyData"); //Tmp dataTable object
using (var fs = new StreamReader(@"C:\Temp\test.csv")) //Open file
data = fs.ReadToEnd(); //Read entirely into data variable
var rows = data.Split(new string[] { "\r\n" }, StringSplitOptions.RemoveEmptyEntries); //Split into array by lines. RemoveEmpty's for end of file extra lines.
var cnt = 0; //Counter to know header
foreach (var row in rows) //Iterate rows
{
var cells = row.Split(new string[] { "\",\"" }, StringSplitOptions.None); //Split row into cells. Leave empties here cause some cells might be empty.
if (cnt == 0) foreach (var cell in cells) //If is header row add columns
tbl.Columns.Add(new DataColumn(cell));
else //Else data row
{
var dataRow = tbl.NewRow(); //New row
dataRow.ItemArray = cells; //Assign cell values
tbl.Rows.Add(dataRow); //Add row to table.
}
cnt++;
}
编辑:使用和添加注释进行清理
EDIT2:如果文件太大,这里有一个流式版本:
var cnt = 0; //Row counter
var tbl = new DataTable("MyData"); //Tmp dataTable object
using (var fs = new StreamReader(@"C:\Temp\test.csv")) //Load file
{
do //Start loop
{
var row = fs.ReadLine(); //Get first line
var cells = row.Split(new string[] { "\",\"" }, StringSplitOptions.None); //Split into cells
if (cnt == 0) //If is header row
{
foreach (var cell in cells) //For each header
tbl.Columns.Add(new DataColumn(cell)); //Add Column
} else { //Not header row
var dataRow = tbl.NewRow(); //Create new row based on tmp table
dataRow.ItemArray = cells; //Assign cell values
tbl.Rows.Add(row); //Add row to table
}
cnt++;
} while (!fs.EndOfStream); //If not done loop
}
解决方案概述
我在VB.Net中提供了我的答案,因为它可能更容易理解,尤其是你不是C#开发者
- 在
在数据流任务中
平面文件源之后添加
脚本组件
- 在中,将所有列标记为输入列,并添加8个输出列
- 在
中,检查ID列是否为空,它是否包含一个整数以创建输出行,否则如果它包含帐号或起始余额,请将这些值存储到变量中,否则忽略该行Input0\u ProcessInputRow
“
DT_STR
)OutputBuffer
SynchronousInput
属性更改为None
Visual Basic
Private AccountName as String = ""
Private StartingBalance as String = ""
Public重写子Input0\u ProcessInputRow(ByVal行作为Input0Buffer)
如果不是,则Row.ID_为null,并且也是
不是String.IsNullOrEmpty(Row.ID.Trim)那么
“跳过坏行
如果Row.ID=“”,则退出Sub
如果是Integer.TryParse(Row.ID,New Integer),则
Output0Buffer.AddRow()
Output0Buffer.ID=行.ID
Output0Buffer.Name=行.Name
Output0Buffer.Date=行.Date
Output0Buffer.Debit=行.Debit
Output0Buffer.Credit=行.Credit
Output0Buffer.Balance=行.Balance
Output0Buffer.Account=AccountName
Output0Buffer.StartingBalance=StartingBalance
Elseif Row.ID.Contains(“起始余额”)则
StartingBalance=Row.Balance
Elseif Row.ID.Contains(“-”)则
AccountName=Row.ID
其他的
“忽略行
出口接头
如果结束
如果结束
端接头
我刚刚看到这篇文章。我在一天前经历了一次非常相似的经历,我建议运行下面的宏(它可以在Excel或CSV中运行,但如果使用CSV扩展名保存更改,则无法保存代码) 希望这个解决方案对你有效。它对我绝对有效
' Add reference to Microsoft Active X Data Objects 2.8 Library
Sub testexportsql()
Dim Cn As ADODB.Connection
Dim ServerName As String
Dim DatabaseName As String
Dim TableName As String
Dim UserID As String
Dim Password As String
Dim rs As ADODB.Recordset
Dim RowCounter As Long
Dim NoOfFields As Integer
Dim StartRow As Long
Dim EndRow As Long
Dim ColCounter As Integer
Set rs = New ADODB.Recordset
ServerName = "server_name" ' Enter your server name here
DatabaseName = "db_name" ' Enter your database name here
TableName = "table_name" ' Enter your Table name here
UserID = "" ' Enter your user ID here
' (Leave ID and Password blank if using windows Authentification")
Password = "" ' Enter your password here
NoOfFields = 10 ' Enter number of fields to update (eg. columns in your worksheet)
StartRow = 2 ' Enter row in sheet to start reading records
EndRow = 100 ' Enter row of last record in sheet
' CHANGES
Dim shtSheetToWork As Worksheet
Set shtSheetToWork = ActiveWorkbook.Worksheets("sheet_name")
'********
Set Cn = New ADODB.Connection
Cn.Open "Driver={SQL Server};Server=" & ServerName & ";Database=" & DatabaseName & _
";Uid=" & UserID & ";Pwd=" & Password & ";"
rs.Open TableName, Cn, adOpenKeyset, adLockOptimistic
'EndRow = shtSheetToWork.Cells(Rows.Count, 1).End(xlUp).Row
For RowCounter = StartRow To EndRow
rs.AddNew
For ColCounter = 1 To NoOfFields
rs(ColCounter - 1) = shtSheetToWork.Cells(RowCounter, ColCounter)
Next ColCounter
Debug.Print RowCounter
Next RowCounter
rs.UpdateBatch
' Tidy up
rs.Close
Set rs = Nothing
Cn.Close
Set Cn = Nothing
End Sub