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AskTOM TV episode 8

On AskTOM episode 8, I’ve taken a look at locating the SQL Plan Directives used for a particular query.  Here is the script output from the video if you want to use this for your own exploration

When automatic reoptimization plan is less efficient

11gR2 started to have the optimizer react at execution time when a misestimate is encountered. Then the next executions are re-optimized with more accurate estimation, derived from the execution statistics. This was called cardinality feedback. Unfortunately, in rare cases we had a fast execution plan with bad estimations, and better estimations lead to worse execution plan. This is rare, but even when 9999 queries are faster, the one that takes too long will gives a bad perception of this optimizer feature.

12c Adaptive Joins Plus Statistics Feedback For Joins Cardinality Estimate Bug

I've encountered a bug at several clients that upgraded to Oracle 12c - - that requires the combination of several new adaptive features introduced with Oracle 12c.It needs an execution plan that makes use of adaptive join methods, plus at runtime the activation of the new "statistics feedback for joins" feature that was also introduced with Oracle 12c. Note that in 11.2 there was already the "cardinality feedback" feature that only applies to single table cardinality misestimates, but not to join cardinality misestimates.In case then the join method used at runtime is a Nested Loop join - not necessarily the join method preferred initially, so a runtime switch from Hash to Nested Loop join also reproduces the problem - the "statistics feedback for joins" feature generates a bad OPT_ESTIMATE hint for the join cardinality that always seems to be one, like the following: OPT_ESTIMATE(...

Create a SQL Profile to let the Optimizer ignore hints in #Oracle

Something I presented recently during an Oracle Database 12c Performance Management and Tuning class. Hints are a double-edged sword; they may do more harm than good. What if  hinted SQL comes from an application that you as the DBA in charge can’t modify? You can tell the Optimizer to ignore that nasty hint.

One method is to use alter session set “_optimizer_ignore_hints”=true; This will make the optimizer ignore all hints during that session  – also the useful ones, so maybe that is not desirable. The method I show here works on the statement level. The playground:

[Oracle] Insights into SQL hints - Embedded global and local hints and how to use them


The idea for this blog post started a few weeks ago when i had to troubleshoot some Oracle database / SQL performance issues at client site. The SQL itself included several views and so placing hints (for testing purpose) into the views was not possible, especially as the views were used widely and not only by the SQL with the performance issue. In consequence this blog post is about the difference between embedded global and local hints and how to use them.


[Oracle] DB Optimizer Part XII - Revealing SQL Plan Directive details for existing/loaded cursor from CBO (and SQL Dynamic Sampling Services) trace


The idea for this blog post is based on a recent Twitter discussion with Martin Berger, Martin Bach and Mauro Pagano about revealing SQL Plan Directive details for an existing cursor as walking through the standard Oracle data dictionary views can be very time consuming/slow and there are still some details missing about the dynamic sampling task itself, even if you have found what you are looking for.


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:

#eeeeee; border: 1px dashed rgb(204, 204, 204); overflow: auto;">_optimizer_partial_join_eval           partial join evaluation parameter                            
_optimizer_unnest_scalar_sq            enables unnesting of of scalar subquery                     
_optimizer_ansi_join_lateral_enhance   optimization of left/full ansi-joins and lateral views      
_optimizer_multi_table_outerjoin       allows multiple tables on the left of outerjoin             

[Oracle] DB Optimizer Part XI - Query transformation fixes false cardinality estimation with multiple OR predicates (in newer Oracle releases)


This is a short blog post about another query transformation (check my first blog post [Oracle] DB Optimizer Part VIII - Looking under the hood of query transformation (done by CBO) with simple real life example first, if you never heard of the term "query transformations"), that fixes a cardinality estimation issue with multiple (OR) predicates that cover the whole data range. I have to admit that this is a special case, but it can happen as observed by my client

Limiting the Degree of Parallelism via Resource Manager and a gotcha

This might be something very obvious for the reader but I had an interesting revelation recently when implementing parallel_degree_limit_p1 in a resource consumer group. My aim was to prevent users mapped to a resource consumer group from executing any query in parallel. The environment is fictional, but let’s assume that it is possible that maintenance operations for example leave indexes and tables decorated with a parallel x attribute. Another common case is the restriction of PQ resource to users to prevent them from using all the machine’s resources.

This can happen when you perform an index rebuild for example in parallel to speed the operation up. However the DOP will stay the same with the index after the maintenance operation, and you have to explicitly set it back:

Creating Optimizer Trace Files

Many Oracle DBA’s are probably familiar with what Optimizer trace files are and likely know how to create them. When I say “Optimizer trace” more than likely you think of event 10053, right? SQL code like this probably is familiar then:

alter session set tracefile_identifier='MY_10053';
alter session set events '10053 trace name context forever';
select /* hard parse comment */ * from emp where ename = 'SCOTT';
alter session set events '10053 trace name context off';

In 11g, a new diagnostic events infrastructure was implemented and there are various levels of debug output that you can control for sql compilation. ORADEBUG shows us the hierarchy.