I've encountered a bug at several clients that upgraded to Oracle 12c - 188.8.131.52 - 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(...
In the past I gave a number of 1-day seminars about the new performance features available in Oracle Database 12c Release 1. On the 22nd of February, for the first time, I’ll give an updated version of that seminar with content about both Release 1 and Release 2. Note that because there is more content, I extended it from one day to two days.
This is just a prototype of a queue-based concurrent statistics implementation - using the same basic implementation I've used a a couple of years ago to create indexes concurrently.There are reasons why such an implementation might be useful - in 11.2.0.x the built-in Concurrent Stats feature might turn out to be not really that efficient by creating lots of jobs that potentially attempt to gather statistics for different sub-objects of the same table at the same time - which can lead to massive contention on Library Cache level due to the exclusive Library Cache locks required by DDL / DBMS_STATS calls.In 12.1 the Concurrent Stats feature obviously got a major re-write by using some more intelligent processing what and how should be processed concurrently - some of the details are exposed via the new view DBA_OPTSTAT_OPERATION_TASKS, but again I've seen it running lots of very
Before describing the issue that lead to this post, let’s shortly review how the handling of initialization parameters works in a multitenant environment.
Seit gestern steht auf der "Informatik Aktuell"-Seite mein Artikel "Cost Based Optimizer: Grundlagen – mit Update für Oracle 12c" zur Verfügung.
Last January, in the following tweet, I pointed out that the documentation vaguely mentions that a trace file may be split into several files.
— Christian Antognini (@ChrisAntognini) January 20, 2016
The aim of this post is to summarize the knowledge about the 12.1 and 12.2 adaptive query optimizer configuration that, as far as I know, is spread over a number of (too many) different sources.
First of all, let’s shortly review which adaptive query optimization features exist:
From version 11.2 onward, the PARALLEL hint supports two syntaxes: object-level and statement-level. The object-level syntax, which is the only one available up to version 11.1, overrides the DOP associated to a tables. The statement-level syntax can not only override the PARALLEL_DEGREE_POLICY initialization parameter at the SQL statement level, but also force the utilization of parallel processing.
The statement-level PARALLEL hint supports the following values:
Here is another example (besides the fact that Adaptive Cursor Sharing only gets evaluated during a PARSE call (still valid in 12c) and supports a maximum of 14 bind variables) I've recently come across at a client site where the default implementation of Adaptive Cursor Sharing fails to create a more suitable execution plan for different bind variable values.Broken down to a bare minimum the query was sometimes executed using non-existing values for a particular bind variable, but other times these values were existing and very popular. There were two suitable candidate indexes and one of them appeared to the optimizer more attractive in case of the "non-existing" value case.
Having done my mini-series on Nested Loop join logical I/O optimizations a while ago I unfortunately never managed to publish anything regarding the Nested Loop join physical I/O optimizations, which are certainly much more relevant to real-life performance.Therefore the main purpose of this blog post is to point you to Nikolay Savvinov's (whose blog I can recommend in general) great mini-series covering various aspects of these optimizations:Part 1Part 2Part 3SummaryOne point that - at least to me - isn't entirely clear when reading Nikolay's series is which specific plan shape he refers to, in particul