How to simplify the data historization?

Maintaining a data historization is a very common but time consuming task in a data warehouse environment. You face it while loading historized Core-Layer (also known as Enterprise Data Warehouse or Foundation Layer), Data Vault Models, Slowly Changing Dimensions, etc. The common techniques used involve outer joins and some kind of change detection. This change detection must be done with respect of Null-values and is possibly the most trickiest part. A very good overview by Dani Schnider can be found in his blog: Delta Detection in Oracle SQL

But, on the other hand, SQL offers standard functionality with exactly desired behaviour: Group By or Partitioning with analytic functions. Can it be used for this task? Does it make sense? And how would the ETL process look like? Can we further speed up the task using partition exchange and when does it make sense? I’ll look at this in the next few posts. Continue reading

MERGE and ORA-30926 – Part 2 or differences in write consistency between update and merge

In the first part we’ve seen how Oracle actually executes the Merge Statement three times if it hits ORA-30926. To understand what’s going on, we should refresh the concept behind so called “update restarts” sometimes also called “mini rollbacks”. This concept is very well explained by Tom Kyte: Part I, Part II and Part III. If you are not familiar with this “write consistency” concept, I strongly encourage you to follow this links. Continue reading

MERGE and ORA-30926

If you’ve ever used MERGE, then it is quite probable that you are familiar with ORA-30926 – unable to get a stable set of rows in the source tables. You have also probably noticed, that in case of hitting this error, your query takes longer. Three times longer, because the whole query is executed three times, as following tests show. Continue reading

Merging temporal intervals using MATCH_RECOGNIZE

Some time ago Philipp Salvisberg has posted several thoughts about joining and merging temporal intervals. Recently I was looking for some examples of using the new MATCH_RECOGNIZE clause introduced in 12c and found that these queries can be significantly simplified using the new clause.
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Subquery Unnesting – if it doesn’t work

Actually, the CBO usually does a good job optimizing “NOT IN” subqueries. Unless something goes wrong. Recently it took a long time on a database to search for the reason. At last looking in the CBO trace files (event 10053) has given the right hint.
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It was that hint /*+ BYPASS_UJVC */ that ten years ago already taught me a lesson on how to deal with undocumented hints in productive environments. Admittedly, I still have used it since then for ad hoc data manipulation a few times. Because of a strange behavior in 11gR2 database, I decided to look again at the issue of “one-pass” updates of a join and their alternative using merge sql statement. Continue reading