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Thursday, January 31, 2013

Implementation of SCD in SSIS using T-SQL

For this example I use a text file with client information that I want to use to populate my Client dimension. To keep it simple I just use 4 columns: BusinessKey, Title, Firstname and Lastname.


1) Variables
For logging purposes we need to add three integer variables: staged, inserts, updates:
Variables for logging








2) Staging
Next step is to load the flat file with clients into a staging table with a Data Flow Task. The staging table is truncated before loading and the number of records in the Data Flow Task is stored in the variable staged with a rowcount transformation. It should look something like this below:
















3) Execute SQL Task
Now we have two tables (staging and dimension) and we need to merge them: 
Staging and dimension





















For this we need to add an Execute SQL Task.
Execute SQL Task






















4) Execute SQL Task - General
Edit the task and set the ResultSet to Single row, select the OLE DB connection and enter the MERGE query. The MERGE query below does INSERTS and UPDATES only. We don't delete records from the dimension table. For logging purposes I added a count of the number of inserts and updates.
General pane




















The query to use:
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-- Create a table variable to store the number of updates and inserts
DECLARE @tableVar TABLE (MergeAction VARCHAR(20))
 
-- The actual MERGE statement
MERGE  dwh.Dim_Client as MyTarget
USING  (
   SELECT BusinessKey
   ,  Title
   ,  FirstName
   ,  LastName
   FROM staging.Clients
   ) as MySource
   ON MyTarget.BusinessKey = MySource.BusinessKey
   WHEN MATCHED AND NOT (
    MySource.Title   = ISNULL(MyTarget.Title, '')
    AND MySource.FirstName = ISNULL(MyTarget.FirstName, '')
    AND MySource.LastName = ISNULL(MyTarget.LastName, '')
   )
   THEN -- BusinessKey of client exists, but data is different
    UPDATE 
    Set MyTarget.Title  = MySource.Title
    , MyTarget.FirstName = MySource.FirstName
    , MyTarget.LastName = MySource.LastName
   WHEN NOT MATCHED BY TARGET
   THEN -- BusinessKey of client does not exist
    INSERT (BusinessKey, Title, FirstName, LastName)
    VALUES (MySource.BusinessKey, MySource.Title, MySource.FirstName, MySource.LastName)
OUTPUT $action INTO @tableVar;
 
-- Get the number of inserts and updates on one line
SELECT  SUM(Inserted) as Inserted
,   SUM(Updated) as Updated
FROM  (
   -- Count the number of inserts
   SELECT COUNT(*) as Inserted, 0 as Updated
   FROM @tableVar 
   WHERE MergeAction = 'INSERT'
 
   UNION ALL
   -- Count the number of updates
   SELECT 0 as Inserted, COUNT(*) as Updated
   FROM @tableVar 
   WHERE MergeAction = 'UPDATE'
   ) as CountTable;


5) Execute SQL Task - Result Set
Go to the Result Set pane and select the insert and update variables for storing the counts.
Result Set pane























6) The Result
For testing purposes I added a ridiculous number of clients in my text file and instead of logging to a table I added a MessageBox in a Script Task.

The result



Source: http://microsoft-ssis.blogspot.in/

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