Heuristic TEMP Table Transformation

There are at least three different ways how the Oracle optimizer can come up with a so called TEMP table transformation, that is materializing an intermediate result set:- As part of a Star Schema transformation the repeated access to dimensions can be materialized- As part of evaluating GROUPING SETs intermediate result sets can be materialized- Common Subquery/Table Expressions (CTE, WITH clause)Probably the most common usage of the materialization is in (more...)

Parallel Execution Skew – Summary

I've published the final part of my video tutorial and the final part of my mini series "Parallel Execution Skew" at AllThingsOracle.com concluding what I planned to publish about the topic of Parallel Execution Skew.

Since all this was published over a longer period of time this post therefore is a summary with pointers to the material.

If you want to get an idea what the material is about, the following video summarizes the (more...)

New Version Of XPLAN_ASH Utility

A new version 4.1 of the XPLAN_ASH utility is available for download.

As usual the latest version can be downloaded here.

This version in particular supports now the new 12c "Adaptive" plan feature - previous versions don't cope very well with those if you don't add the "ADAPTIVE" formatting option manually.

Here are the notes from the change log:

- GV$SQL_MONITOR and GV$SQL_PLAN_MONITOR can now be customized in the
settings as table names in (more...)

Parallel Execution Skew – Addressing Skew Using Manual Rewrites

This is just a short note that the next part of the mini series about Parallel Execution skew has been published at AllThingsOracle.com.

After having shown in the previous instalment of the series that Oracle 12c added a new feature that can deal with Parallel Execution skew (at present in a limited number of scenarios) I now demonstrate in that part how the problem can be addressed using manual query rewrites, in particular the (more...)

12c Hybrid Hash Distribution with Skew Detection / Handling – Failing

This is just an addendum to the previous post demonstrating one example (out of many possible) where the join skew handling feature fails. The test case setup is the same as in the previous post.As mentioned in the AllThingsOracle.com article and in the introduction of the previous post, the feature at present only applies to a rather limited number of scenarios. To wrap things up and to give an idea what can happen (more...)

12c New Optimizer Features

Besides the officially available information about new optimizer features in 12c it is always a good idea to have a look at the internal optimizer parameters that show what features are enabled when running with OPTIMIZER_FEATURES_ENABLE = Here is the list of internal optimizer parameters and fix controls that are different between and

Optimizer parameters:

_optimizer_partial_join_eval           partial join evaluation parameter                            
_optimizer_unnest_scalar_sq            enables (more...)

12c Hybrid Hash Distribution with Skew Detection / Handling

Oracle 12c introduces several new features in the area of Parallel Execution. Over the next couple of weeks I attempt to publish more about them - Jonathan Lewis for example already published a note about the new "PQ Replication" feature that applies to the BROADCAST distribution of small tables.One important new feature is the automatic skew handling for parallel joins. I've already given an overview of the feature in my mini-series "Parallel Execution Skew" (more...)