[wdmmg-dev] Reading: Slowly changing dimensions
Stefan Urbanek
stefan.urbanek at gmail.com
Wed Jun 29 14:53:58 UTC 2011
Hi,
Friedrich just mentioned issues with german classification system, that classifier IDs are reused. It is similar to reusing a telephone number. It is quite common problem in data warehousing. Here a little bit of reading for the topic and ways how the issue might be handled:
http://en.wikipedia.org/wiki/Slowly_changing_dimension
Note (article related): naming convention: quite common practice is to call key from source with prefix or suffix 'code'.
In our case, for purpose of analytics, we use the Type 2 method for handling dimension change. We do that in transformation stage. This is another reason why surrogate keys for dimensions are being introduced.
Regards,
Stefan
senior business intelligence consultant
http://databrewery.org
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