Here’s a simple little demonstration of an enhancement to the optimizer in 12c that may result in some interesting changes in execution plans as cardinality estimates change from “guesses” to accurate estimates.
February 6, 2014
December 8, 2013
When you upgrade you often find that some little detail (of the optimizer) that didn’t receive a lot of attention in the “New Features” manuals introduces a few dramatic changes in execution plans. Here’s one example of a detail that is likely to catch a few unlucky people. We start with a very simple table which is just and id column with some padding, and then show the effect of a change in the handling of “constant subqueries”. Here’s my data set:
November 14, 2013
Oracle 12c has increased the maximum length of character-based columns to 32K bytes – don’t get too excited, they’re stored out of lines (so similar in cost to LOBs) and need some modification to the parameter file and data dictionary (starting the database in upgrade mode) before you can use them.
Richard Foote has a pair of articles on indexing such columns:
Be cautious about enabling this option and test carefully – there are going to be a number of side effects, and some of them may require a significant investment in time to resolve. The first one that came to my mind was that if you’ve created a function-based index on a pl/sql function that returns a varchar2() type and haven’t explicitly created the index on a substr() of the return value then the data type of the function’s return value will change from the current default of varchar2(4000) to varchar2(32767) – which means the index will become invalid and can’t be rebuilt or recreated.
Obviously you can redefine the index to include an explicit substr() call – but then you have to find all the code that was supposed to use the index and modify it accordingly.
November 6, 2013
I wrote a note about the 12c “In-Memory” option some time ago on the OTN Database forum and thought I’d posted a link to it from the blog. If I have I can’t find it now so, to avoid losing it, here’s a copy of the comments I made:
October 16, 2013
This note is a quick summary of a costing oddity that came to light after a twitter conversation with Christian Antognini yesterday. First a little test script to get things going:
October 9, 2013
It has taken much longer than I anticipated to get around to writing part 3 of this mini-series on what Oracle has done about histograms in 12c.
In part 1 I gave a thumbnail sketch of the three types of histogram available in 12c
In part 2 I described in some detail the improvements in performance and accuracy for the frequency and top-frequency histograms
In part 3 of this mini-series I’ll be describing how the implementation of the “hybrid” histogram that Oracle produces if the “approximate NDV” mechanism has been enabled and you’ve left the estimate_percent to auto_sample_size. There is little difference between the work needed to create a hybrid histogram and the work needed to generate the old “height-balanced” histogram, but the degree of information captured by the hybrid is much greater than that of the height-balanced.
I’ve spent so many years trying to explain that a “hint” to the Oracle optimizer is an order – if you know how to do it properly – that I finally decided to list the manual references that have made this point over the last 15 or so years. Here’s the list, which ends with a surprising change of flavour. (Emphasis in the body of the text is mine).
September 3, 2013
Here’s a little note that came about after I tweeted an idle thought on Twitter yesterday
- 12c allows you to have multiple indexes on the same columns on a table, although only one of them is allowed to be visible at any one time – you can do the same with any recent versions of Oracle “almost”, and without the invisibility requirements. (Thanks to Jason Bucata for suggesting the critical detail on this one.)
- 12c allows you to have “partial” indexing on partitioned tables – you can do the same with earlier versions of Oracle “almost” but only if the indexes are local indexes or globally partitioned.
- 12c doesn’t officially allow you to create an index that is a bitmap in the past and a btree in the present (yet) – although you can almost do this in any recent versions of Oracle.
August 9, 2013
There are a couple of posts on the blog describing problems with updateable join views or, to be more precise, join views which were key-preserved but which the optimizer did not recognize as key-preserved. Both scenarios are addressed in 12c:
Just glancing through the 12c manuals (Server Reference 12.1 June 2013 – E17615-16) to check a particular database limit, I came across the following: “Services – maximum per instance – 115″. That’s a bit of a problem, given that you can have 254 pluggable (tenant) databases in a single container database, and each plugged database gets its own service – but I’m guessing that that bit of the manual is wrong, after all it didn’t say anything about pluggable databases at all. It’s hard to keep documentation up to date as things change.
Here’s a random thought, though, loosely linked to database limits. If you’re looking ahead to a time when you have lots of tenants in a container database, you might want to start by migrating your existing databases from smallfile tablespaces to bigfile tablespaces (which may make it a good idea to run with change tracking enabled) so that the final container database doesn’t have a totally unmanageable number of database files.
Update 13th Aug 2013
Read the comments for a limit on the total number of services a container database can run.
August 6, 2013
I’ve written a few notes about anomalies in subquery factoring (with subquery) in the past, principally making a fuss about the fact that moving an inline view into a “with subquery” can cause a plan to change even when the internal code moves the subquery back in line. With the arrival of 12c one of my first sets of tests was to rerun all the examples to see how many of them had been addressed. I hadn’t written about as many examples as I had thought, and some of them had been fixed before 12c, but here are few references to a couple of outstanding items that I thought worth a mention:
- Order by elimination disappeared – still broken
- Disappearance of semi-join transformation – fixed
- Consistency in view merging – fixed (in 126.96.36.199)
August 5, 2013
I’ve posted this note as a quick way of passing on an example prompted by a twitter conversation with Timur and Maria about Bloom filters:
— Jonathan Lewis (@JLOracle) August 5, 2013
The Bloom filter (capital B because it’s named after a person) is not supposed to appear in Oracle plans unless the query is executing in parallel but here’s an example which seems to use a serial Bloom filter. Running in 188.8.131.52 and 184.108.40.206 (the results shown are the latter – the numbers are slightly different between versions):
July 30, 2013
In part 2 of this mini-series I’ll be describing the new mechanism for the simple frequency histogram and the logic of the Top-N frequency histogram. In part 3 I’ll be looking at the new hybrid histogram.
You need to know about the approximate NDV before you start examining the 12c implementation of the frequency and top-frequency histograms – but there’s a thumbnail sketch at the end of the posting if you need a quick reminder.
July 14, 2013
There are a few enhancements in 12c that might make a big difference to performance for a small investment in effort. One of the important enhancements comes from changes in histograms – which improve speed of collection with accuracy of results. The changes are so significant that I chose the topic as my presentation at OpenWorld last year.
July 11, 2013
A comment from Greg Rahn in response to my posting yesterday prompted me to do a quick follow-up (test time ca. 3 minutes, write-up time, ca. 50 minutes – thanks for the temptation, Greg ;). Greg asked if the “Top N” would push down for a parallel query, so all I had to do was re-run my script with a parallel hint in place. (Such is the joy of constructing test cases – when you get a new idea you may not need to do much work to test it.)