In my previous post, I provided the design pattern and BIML for a pure Type 2 Slowly Changing Dimension (SCD). When I say “pure Type 2 SCD”, I mean an ETL process that adds a new row for a change in any field in the dimension and never updates a dimension attribute without creating a new row. In practice, I tend to create more hybrid Type 2 SCDs where updates to some attributes require a new row and others update the value on the existing rows. A similar pattern that I find I implement more often than a pure Type 2 is a Type 6 SCD. A Type 6 SCD builds on the Type 2 technique by adding current attributes alongside the historical attributes so related measures can be grouped by the historical or current dimension attribute values. The only difference between what I call a hybrid Type 2 and a Type 6 is that in the Type 6, there are no Type 1 attributes in the dimension that do not also have a Type 2 version in the dimension to capture the historical values.
Dear Mr. President: there are too many types these days. Please eliminate three. I am NOT a crackpot.