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12/24/13 SQL Bulk copy method to insert large amount of data to the sql database - CodeProject
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Fastest and most efficientmethod to insert largeamount of records to a SQLServer database from oursystem generated datatable.
Type Tip/Trick
Licence CPOL
First Posted 3 Jan 2012
Views 39,485
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SQL Bulk copy method to insert large amount of data
to the sql databaseBy bluesathish, 3 Jan 2012
I was recently tasked with a project at a company to update an SQL Server 2008 database with large amounts of
data each day. The task at first seemed daunting due to the files exceeding well over 400,000 records and there
were several that needed processing daily. I first tried LINQ to SQL, but with the amount of data, the inserts
were slow performing to say the least. Then I remembered the SqlBulkCopy class. SqlBulkCopy lets you
efficiently bulk load a SQL Server table with data from another source. The SqlBulkCopy class can be used to
write data only to SQL Server tables. However, the data source is not limited to SQL Server; any data source can
be used, as long as the data can be loaded to a DataTable instance or read with a IDataReader instance. For
this example the file will contain roughly 1000 records, but this code can handle large amounts of data.
To begin with lets create a table in SQL Server that will hold the data. Copy the following T-SQL into SQL Server
to create your table:
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CREATE TABLE [dbo].[Censis]( [Suburb] [varchar](200) NULL, [NotStated] [int] NULL, [NotApplicable] [int] NULL, [Fishing] [int] NULL, [Mining] [int] NULL, [Manufacturing] [int] NULL, [Electricity] [int] NULL, [Construction] [int] NULL) ON [PRIMARY]GO
The table above will hold Census data that is freely available to download in Australia.
The next item to do is create a console application that will bulk load the data. Open Visual Studio 2008 and
choose File > New > Windows > Console Application.
Before moving on, to explain the code I have to work backwards and explain the final method that bulk loads
data. SqlBulkCopy has a method called WriteToServer. One of the overloads of this method takes a
DataTable as the parameter. Because a DataTable contains rows and columns, this seemed like a logical
choice for the task I was facing.
Jumping back to the example we now know we need to create a DataTable that contains the information from
the text file. The code below demonstrates how to do this:
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DataTable dt = new DataTable();string line = null;int i = 0; using (StreamReader sr = File.OpenText(@"c:\temp\table1.csv")){ while ((line = sr.ReadLine()) != null) { string[] data = line.Split(','); if (data.Length > 0) { if (i == 0) { foreach (var item in data)
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12/24/13 SQL Bulk copy method to insert large amount of data to the sql database - CodeProject
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{ dt.Columns.Add(new DataColumn()); } i++; } DataRow row = dt.NewRow(); row.ItemArray = data; dt.Rows.Add(row); } }}
VB.NET Collapse | Copy Code
Dim dt As New DataTable()Dim line As String = NothingDim i As Integer = 0 Using sr As StreamReader = File.OpenText("c:\temp\table1.csv") line = sr.ReadLine() Do While line IsNot Nothing Dim data() As String = line.Split(","c) If data.Length > 0 Then If i = 0 Then For Each item In data dt.Columns.Add(New DataColumn()) Next item i += 1 End If Dim row As DataRow = dt.NewRow() row.ItemArray = data dt.Rows.Add(row) End If line = sr.ReadLine() LoopEnd Using
In the code above, I created a DataTable that will store all the information from the csv file. The CSV file resides
in the C:\Temp directory. I am using a StreamReader object to open the file and read each line in the file. Each
line is then split up into a string array. That string array will be assigned to each DataRow as the ItemArray
value. This sets the values for the row through the array.
When the file has been read, the next thing to do is use the SqlBulkCopy class to insert the data into SQL
Server. The following code demonstrates how to do this:
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using (SqlConnection cn = new SqlConnection(ConfigurationManager.ConnectionStrings[ "ConsoleApplication3.Properties.Settings.daasConnectionString"].ConnectionString)){ cn.Open(); using (SqlBulkCopy copy = new SqlBulkCopy(cn)) { copy.ColumnMappings.Add(0, 0); copy.ColumnMappings.Add(1, 1); copy.ColumnMappings.Add(2, 2); copy.ColumnMappings.Add(3, 3); copy.ColumnMappings.Add(4, 4); copy.DestinationTableName = "Censis"; copy.WriteToServer(dt); }}
VB.NET Collapse | Copy Code
Using cn As New SqlConnection(ConfigurationManager.ConnectionStrings(_ "ConsoleApplication3.Properties.Settings.daasConnectionString").ConnectionString) cn.Open() Using copy As New SqlBulkCopy(cn) copy.ColumnMappings.Add(0, 0) copy.ColumnMappings.Add(1, 1) copy.ColumnMappings.Add(2, 2) copy.ColumnMappings.Add(3, 3) copy.ColumnMappings.Add(4, 4) copy.DestinationTableName = "Censis" copy.WriteToServer(dt) End UsingEnd Using
SqlBulkCopy uses ADO.NET to connect to a database to bulk load the data. I have created an SqlConnection
object, and that object reference is used to create the SqlBulkCopy object. The DestinationTableName
property references a table in the database where the data is to be loaded. A handy feature of SqlBulkCopy is
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12/24/13 SQL Bulk copy method to insert large amount of data to the sql database - CodeProject
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bluesathishSoftware Developer
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the SqlBulkCopyColumnMappingCollection. Column mappings define the relationships between columns in
the data source and columns in the destination. This is handy if the data source file has columns that dont need
to be inserted into the database. Column mappings can be set by an index, such as the example above, or they
can be set by the name of the column. Using the index is handy when youre working with files that contain no
column names. Make sure both of your datatable and sqltable columns are in the same order. Finally the data is
sent to the database by running the WriteToServer method.
Hence using sqibulkcopy() method is a very fastest than any other insertion method.
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This article, along with any associated source code and files, is licensed under The Code Project Open License
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Member 8331618 23-Jul-13 0:58
vishal_h 13-May-13 19:24
bluesathish 13-May-13 19:46
vishal_h 13-May-13 21:10
franco.fral 31-Jan-13 6:59
Sefavolon 26-Sep-12 3:43
bluesathish 26-Sep-12 3:56
Sefavolon 26-Sep-12 4:52
how about data type difference between data table
and destination table
What if data is large and getting
'System.OutOfMemoryException' ERROR
Re: What if data is large and getting
'System.OutOfMemoryException' ERROR
Re: What if data is large and getting
'System.OutOfMemoryException' ERROR
SqlBulkCopy from CSV to SQLServer with
uniqueidentifier datatype
for each item in data
Re: for each item in data
Re: for each item in data