Composite Domain Rules (CD Rules) in Data Correction

Hello all

I am just learning DQS and would like to share a few things that I learned so far. One of them is the use of composite domains (CD). I will go straight into an example rather than wasting time on definitions. You can find lots of them in MSDN.

Let’s say, you have a table as shown below:

race_venue       year          won_by

malaysia            2012         UNKNOWN
australia            2012         XYZ

Now, you like to correct the values of the ‘won_by’ column using DQS. As, u can see, the value of the field ‘won_by’ depends upon the other two columns. That’s why we need a composite domain(CD) in DQS. Because, we are dealing with cross domain relationships here.

Now, in the domain management section of your knowledge base (KB), create 3 domains called  venue(string), year (int) and winner(string). Now create a CD called ‘set_winner’ combining all the 3 domains.

 Now, open the “CD Rules” tab and create a rule there. The rule looks like below:

CD Rules

In case, u r travelling the same troubled path as I did and wondering how to add another domain name/clause in the “IF” section of the rule, the solution is ‘clicking the right button’. If u click on right button, u will see an option called “Add Clause”.

So, u r done with the setting up of domains. It’s time to create a new data quality project(cleansing project). After u create a new project, map the 3 columns with the 3 domains. Don’t forget to include the composite domain before start processing your data.

composite domain project

Now, u r ready to start processing your data. Here is the result of applying our CD Rule on the data:

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About Zahid

Team Lead at IMS Health (www.imshealth.com). A part-time consultant and trainer. Fields of expertise are ETL, BI Reporting (Microstrategy, Excel, ASP.NET Dashboards etc.) Data Warehouse, OLAP Cube, MDX etc.
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