New seminars and dates announced

I have been very busy over last months (as you see from the lack of blog entries). Part of the reason is that I’ve been building new seminar material and now I’m pleased to announce some first seminar dates!

I have updated new seminar dates and cities in m new webpage:

From April 2010 I offer total 3 different seminars

I have rearranged the Advanced Oracle Troubleshooting class based on customer feedback, removed some content, added new content and I think this deserves a new version number, 2.0.

Also, I created an entirely new class Advanced Oracle SQL Tuning which should provide the same for SQL tuners that my Advanced Oracle Troubleshooting class has provided for database troubleshooters. This class will not start with CBO concepts and how SQL execution might work in theory, insead we will start from going very deep into understanding how Oracle really executes SQL execution plans and what is the data flow order and hierarchy in the execution plan tree.

From there we go on into learning how to read execution plans of any complexity and how to control SQL execution plans – how to make them do exactly what we want. And CBO topics will come in the end – by then the CBO fundamental concepts such as Cardinality, Density and IO/CPU Cost will make good sense and are not just some arbitrary names for some magic numbers coming from the optimizer ;-)

In addition, I separated Parallel Execution and Partitioning topics (which not everyone is using) into a separate 1-day seminar, Oracle Partitioning and Parallel Execution for Performance, which I usually deliver right after the 3-day SQL tuning seminar.

In coming days I also plan to upload some SQL tuning related content to tech.e2sn.com to show the quality of the upcoming seminar ;-)

So, feel free to check out the seminar dates and descriptions here:

Blogroll update…

I just added Tony Hasler’s blog to my blogroll. He has lots of useful and very practical stuff in his blog, so I recommend you to check it out. He has a serious amount of even more useful stuff in his head (I’ve had some very interesting discussions with him) so hopefully additional blog followers motivate him to write all of that stuff out! ;-)

http://tonyhasler.wordpress.com/

New updates via twitter…

In addition to RSS which I’ll be setting up for tech.e2sn.com soon, I will be posting Twitter updates to my account tanelpoder

I aim to spend some 30 minutes every day, writing new stuff to tech.e2sn. I will probably not gonna be posting these updates to my blog to reduce this noise…

So, if you want to be first to know about article, script, tool updates at tech.e2sn then follow my tweets!

http://twitter.com/tanelpoder

Recursive sessions…

I have published a new article to tech.e2sn.com about recursive sessions and ORA-00018: maximum number of sessions exceeded error message:

http://tech.e2sn.com/oracle/oracle-internals-and-architecture/recursive-sessions-and-ora-00018-maximum-number-of-sessions-exceeded

Note that I’m working on setting up RSS feed for tech.e2sn too, coming soon :)

My new website tech.e2sn.com and a new application

In early January I wrote that I’m gonna start organizing the more serious and practical Oracle content into my new website and I’ll leave my blog for Oracle hacks, my (IT) observations and philosophy, general thoughts and just fun.

It’s time to publish the newsite now with an application demo rototype which gives some clue of what kind of features will there be in the secret project I’ve been working on for several months with my friend and business partner.

The website is located here:

http://tech.e2sn.com

E2SN does have a meaning, but I’ll leave it a secret for now ( you are free to guess ;-)

So, there’s not much technical content at the site yet, but there’s a cool online app which you should check if you deal with SQL tuning and execution plan analysis much.

It’s called PlanViz, Oracle Execution Plan Visualization app, you can check it out here:

http://tech.e2sn.com/apps/planviz

Oh, I’ve also created something called a “Living Book” into my website, where I will write about Oracle, performance, troubleshooting, etc. There is also a place where people can request what I should write about there!

And that’s all for today!

Sometimes things are easy (Part 1): How to fix wrapped execution plan text?

What you see below is a common problem. Someone sends you (or posts to a forum) a wide execution plan, which is unreadable because of wrapped lines. For example, this one below:

--------------------------------------------------------------------------------
-------------------

| Id  | Operation                   | Name                    | E-Rows |  OMem |
 1Mem | Used-Mem |

--------------------------------------------------------------------------------
-------------------

|   0 | SELECT STATEMENT            |                         |        |       |
 |          |

|   1 |  SORT AGGREGATE             |                         |      1 |       |
 |          |

|*  2 |   HASH JOIN                 |                         |     13 |  1102K|
 1102K|  355K (0)|

|*  3 |    HASH JOIN                |                         |     13 |   988K|
 988K|  367K (0)|

|*  4 |     HASH JOIN               |                         |     13 |   921K|
 921K|  621K (0)|

|*  5 |      HASH JOIN OUTER        |                         |     13 |   836K|
 836K| 1224K (0)|

|*  6 |       HASH JOIN             |                         |     13 |   821K|
 821K|  501K (0)|

|*  7 |        HASH JOIN            |                         |     13 |  1102K|
 1102K|  501K (0)|

|   8 |         MERGE JOIN CARTESIAN|                         |      1 |       |
 |          |

|*  9 |          TABLE ACCESS FULL  | PROFILE$                |      1 |       |
 |          |

|  10 |          BUFFER SORT        |                         |      1 | 73728 |
 73728 |          |

|* 11 |           TABLE ACCESS FULL | PROFILE$                |      1 |       |
 |          |

|* 12 |         TABLE ACCESS FULL   | USER$                   |     36 |       |
 |          |

|  13 |        TABLE ACCESS FULL    | PROFNAME$               |      1 |       |
 |          |

|* 14 |       TABLE ACCESS FULL     | RESOURCE_GROUP_MAPPING$ |      1 |       |
 |          |

|  15 |      TABLE ACCESS FULL      | TS$                     |      7 |       |
 |          |

|  16 |     TABLE ACCESS FULL       | TS$                     |      7 |       |
 |          |

|  17 |    TABLE ACCESS FULL        | USER_ASTATUS_MAP        |      9 |       |
 |          |

--------------------------------------------------------------------------------
-------------------

So now you either try to manually edit and fix the execution plan text so you could read it or ask the developer to send the execution plan again. Both approaches take time.

Well, sometimes things are easy – in this particular case I saved the above into a file called /tmp/x and ran the following command:

$ cat /tmp/x | awk '{ printf "%s", $0 ; if (NR % 3 == 0) print } END { print }'
---------------------------------------------------------------------------------------------------
| Id  | Operation                   | Name                    | E-Rows |  OMem | 1Mem | Used-Mem |
---------------------------------------------------------------------------------------------------
|   0 | SELECT STATEMENT            |                         |        |       | |          |
|   1 |  SORT AGGREGATE             |                         |      1 |       | |          |
|*  2 |   HASH JOIN                 |                         |     13 |  1102K| 1102K|  355K (0)|
|*  3 |    HASH JOIN                |                         |     13 |   988K| 988K|  367K (0)|
|*  4 |     HASH JOIN               |                         |     13 |   921K| 921K|  621K (0)|
|*  5 |      HASH JOIN OUTER        |                         |     13 |   836K| 836K| 1224K (0)|
|*  6 |       HASH JOIN             |                         |     13 |   821K| 821K|  501K (0)|
|*  7 |        HASH JOIN            |                         |     13 |  1102K| 1102K|  501K (0)|
|   8 |         MERGE JOIN CARTESIAN|                         |      1 |       | |          |
|*  9 |          TABLE ACCESS FULL  | PROFILE$                |      1 |       | |          |
|  10 |          BUFFER SORT        |                         |      1 | 73728 | 73728 |          |
|* 11 |           TABLE ACCESS FULL | PROFILE$                |      1 |       | |          |
|* 12 |         TABLE ACCESS FULL   | USER$                   |     36 |       | |          |
|  13 |        TABLE ACCESS FULL    | PROFNAME$               |      1 |       | |          |
|* 14 |       TABLE ACCESS FULL     | RESOURCE_GROUP_MAPPING$ |      1 |       | |          |
|  15 |      TABLE ACCESS FULL      | TS$                     |      7 |       | |          |
|  16 |     TABLE ACCESS FULL       | TS$                     |      7 |       | |          |
|  17 |    TABLE ACCESS FULL        | USER_ASTATUS_MAP        |      9 |       | |          |
---------------------------------------------------------------------------------------------------

All I did here was that I stripped out line feeds from all lines except every 3rd line (which is the real end of the original line).

Note that if your linesize is very wide (and trimspool/trimout settings are ON) then this script would need some adjustment…

I’m sure this trivial approach doesn’t work in all situations, but with this article I wanted to illustrate that sometimes things which seem hard can be made much easier with a little scripting knowledge. If you are thinking which technology you should learn next – then better check out a Perl, Python or some shell+AWK book :)

By the way, if you want real flexibility displaying your execution plans (from library cache), then check this out:

http://blog.tanelpoder.com/2009/05/26/scripts-for-showing-execution-plans-via-plain-sql-and-also-in-oracle-9i/

Beyond Oracle Wait Interface – Part 2

This is the second part of the joint blog “project” with James Morle, called “The Wait Interface Is Useless (Sometimes)”.

We already did a joint presentation on this topic at UKOUG and more conferences will follow :) Read the first part by James here for intro.

So, where do we go when Oracle’s wait interface doesn’t help us? We will show multiple techniques over time, but here’s where I normally continue when wait interface is “useless”.

I use V$SESSTAT.

Oh, were you expecting something more “advanced” instead of boring old V$SESSTAT’s performance counters which has been available in Oracle for ages? ;-)

Well, there is a reason why the V$SESSTAT has been available in Oracle for ages, very likely even before Wait Interface was introduced (but I wouldn’t know for sure, I was still in elementary school back then or something :).

And the reason is that session level performance counters are VERY useful about finding out WHAT Oracle is doing. Every time you parse, a counter goes up by one in V$SESSTAT for the session. Every time you execute, a counter goes up. Every time you do a logical IO, a counter goes up. Every time you commit, a counter goes up. Every time an index block is split, a counter goes up. You get the point.

Oracle’s V$SESSTAT tells you WHAT Oracle is doing. Wait interface tells you how much TIME is spent waiting for something, but V$SESSTAT counters just tell you how many times some operation was done. You can not conclude how much time was spent by looking just at the number of times something has happened (as Cary will tell you) but nevertheless, the V$SESSTAT counters definitely give you a good clue into WHAT THE [FU|HE]CK is an Oracle session doing – especially when wait interface says you’re not waiting for anything and SQL trace doesn’t print a line.

How many different operations are counted for each session in Oracle? Let’s check (Oracle 11.2):


SQL> select count(*) from v$sesstat where sid = 14;

COUNT(*)
----------
611

Oracle 11.2 keeps track of the counts of 611 different operations, for each session!

That’s VERY valuable source of information for understanding what Oracle is doing and its relatively easy to use.

And that’s exactly the reason why I wrote my Snapper script – I wanted this information to be VERY EASY to use!

And here’s an example – session 14 is stuck, doesn’t respond, user complains. Let’s check the wait interface:

If I want to know what a session is doing, I sample V$SESSION_WAIT first, with my sw.sql script (or I could just query ASH which gives me the same data with history):

SQL> @sw 14

    SID STATE   EVENT                                          SEQ# SEC_IN_WAIT P1                 P2                 P3                 P1TRANSL
------- ------- ---------------------------------------- ---------- ----------- ------------------ ------------------ ------------------ ------------------------------------------
     14 WORKING On CPU / runqueue                              3486         130

1 row selected.

SQL>
SQL> @sw 14

    SID STATE   EVENT                                          SEQ# SEC_IN_WAIT P1                 P2                 P3                 P1TRANSL
------- ------- ---------------------------------------- ---------- ----------- ------------------ ------------------ ------------------ ------------------------------------------
     14 WORKING On CPU / runqueue                              3486         137

1 row selected.

SQL>
SQL>
SQL> @sw 14

    SID STATE   EVENT                                          SEQ# SEC_IN_WAIT P1                 P2                 P3                 P1TRANSL
------- ------- ---------------------------------------- ---------- ----------- ------------------ ------------------ ------------------ ------------------------------------------
     14 WORKING On CPU / runqueue                              3486         139

1 row selected.

SQL>

From here we see 2 things:

  1. 3 samples out of 3 the session was ON CPU (not waiting). 3 samples is not too good for precise statistical sampling but there’s something else I spot in the output
  2. SEC_IN_WAIT (read: seconds in current state) is over 130. This means that this session has been in the current state (ON CPU) for over 130 seconds in row, without waiting for anything in between (the moment the wait state changes, the SEC_IN_WAIT goes back to 0).

So, it’s pretty evident that this session is just burning CPU and wait interface is useless here (as we are not waiting for anything, as far as Oracle sees it of course). Alternatively I could just run top or prstat and check whether the process is 100% on CPU or not.

So, before going on to Snapper, lets look into what kind of SQL this session executes right now (we could sample this also multiple times, to check whether we are constantly running the same statement):

SQL> <strong>select * from table(select dbms_xplan.display_cursor(sql_id,sql_child_number) from v$session where sid = 14);</strong>

PLAN_TABLE_OUTPUT
-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
SQL_ID  5vy5qjd3fsn5c, child number 0
-------------------------------------
SELECT     MIN(t1.created), MAX(t1.created) FROM     t1   , t2   , t3
WHERE     t1.object_id = t2.object_id AND t2.object_id = t3.object_id
AND t1.owner = :v AND t2.owner = :v AND t3.owner = :v

Plan hash value: 3271631391

----------------------------------------------------------------------------------------
| Id  | Operation                       | Name | Rows  | Bytes | Cost (%CPU)| Time     |
----------------------------------------------------------------------------------------
|   0 | SELECT STATEMENT                |      |       |       |     4 (100)|          |
|   1 |  SORT AGGREGATE                 |      |     1 |    66 |            |          |
|*  2 |   HASH JOIN                     |      |     7 |   462 |     4  (25)| 00:00:01 |
|   3 |    NESTED LOOPS                 |      |       |       |            |          |
|   4 |     NESTED LOOPS                |      |     7 |   329 |     2   (0)| 00:00:01 |
|   5 |      TABLE ACCESS BY INDEX ROWID| T1   |     7 |   196 |     1   (0)| 00:00:01 |
|*  6 |       INDEX RANGE SCAN          | I1   |     7 |       |     1   (0)| 00:00:01 |
|*  7 |      INDEX RANGE SCAN           | I2   |    27 |       |     1   (0)| 00:00:01 |
|*  8 |     TABLE ACCESS BY INDEX ROWID | T2   |     1 |    19 |     1   (0)| 00:00:01 |
|   9 |    TABLE ACCESS BY INDEX ROWID  | T3   |    40 |   760 |     1   (0)| 00:00:01 |
|* 10 |     INDEX RANGE SCAN            | I3   |    40 |       |     1   (0)| 00:00:01 |
----------------------------------------------------------------------------------------

Predicate Information (identified by operation id):
---------------------------------------------------

2 - access("T2"."OBJECT_ID"="T3"."OBJECT_ID")
6 - access("T1"."OWNER"=:V)
7 - access("T2"."OWNER"=:V)
8 - filter("T1"."OBJECT_ID"="T2"."OBJECT_ID")
10 - access("T3"."OWNER"=:V)

33 rows selected.

SQL>

Hmm… can anyone reliably tell why this SQL statement is slow and burns all the CPU time?

The answer is no. An execution PLAN is a plan of actions which would be executed when someone runs the execution plan. It doesn’t tell you anything about what’s exactly going on right now, it doesn’t tell you what exactly is using all the CPU time. Anything we would say at this point, would be a guess! Lets use V$SESSTAT instead, for gathering more hard evidence!

(The syntax of Snapper is documented inside the script or just search for snapper in my blog, plenty of examples :)

SQL> <strong>@snapper out 5 1 14
</strong>
-- Session Snapper v2.02 by Tanel Poder ( http://www.tanelpoder.com )

--
----------------------------------------------------------------------------------------------------------------------
  SID, USERNAME  , TYPE, STATISTIC                               ,         DELTA, HDELTA/SEC,    %TIME, GRAPH
----------------------------------------------------------------------------------------------------------------------
   14, SYS       , STAT, session logical reads                   ,         81351,     16.27k,
   14, SYS       , STAT, consistent gets                         ,         81351,     16.27k,
   14, SYS       , STAT, consistent gets from cache              ,         81351,     16.27k,
   14, SYS       , STAT, consistent gets from cache (fastpath)   ,         81352,     16.27k,
   14, SYS       , STAT, no work - consistent read gets          ,         81381,     16.28k,
   14, SYS       , STAT, table fetch by rowid                    ,       2904784,    580.96k,
   14, SYS       , STAT, index scans kdiixs1                     ,            93,       18.6,
   14, SYS       , STAT, buffer is pinned count                  ,       5736560,      1.15M,
   14, SYS       , STAT, buffer is not pinned count              ,         75248,     15.05k,
   14, SYS       , STAT, no buffer to keep pinned count          ,             1,         .2,
   14, SYS       , TIME, DB CPU                                  ,       6050000,      1.21s,   121.0%, |@@@@@@@@@@|
   14, SYS       , TIME, sql execute elapsed time                ,       6059922,      1.21s,   121.2%, |@@@@@@@@@@|
   14, SYS       , TIME, DB time                                 ,       6059922,      1.21s,   121.2%, |@@@@@@@@@@|
--  End of snap 1, end=2010-01-15 17:33:22, seconds=5

PL/SQL procedure successfully completed.

As our previous sw.sql output showed  – we are not waiting for anything. If we were, then snapper would show you WAIT lines from wait interface (V$SESSION_EVENT) as well. But we don’t see any waits.

So, now its the time to go through all the V$SESSTAT stats reported in Snapper! These are the lines with STAT in them (TIME lines are V$SESS_TIME_MODEL breakdown available since 10g, but they are not detailed enough for diagnosing complex problems).

One thing we see, there is a statistic session logical reads and from the last column of Snapper output we see that this session did over 16000 logical reads (buffer gets) per second during snapper run time (of 5 seconds). That’s already a good indication of why we burn so much CPU time – we are doing lots of logical IOs.

Also, we see that we did 18.6 index range scans per second (the statistic index scans kdiixs1 shows that). That doesn’t seem “much” does it. However, check the value for buffer is pinned count statistic! This counter is updated every time we go to a buffer to get some data from it AND it already happens to be open by my session! Oracle keeps buffers pinned  and relevant buffer handles cached during a database call in some cases (like nested loop joins and index scans) to avoid reopening the buffer again (getting a buffer again if its closed would mean another logical IO).

Nevertheless, we can see that we re-visited some buffers again and again and again – over a million times per second! When checking my index structures I see that every index has only a few hundred blocks, so having millions and millions of buffer visits (buffer is pinned count + session logical reads) means we are heavily re-visiting the same blocks again and again and again! This points directly to NESTED LOOPS (and also INDEX RANGE SCANS) in the execution plan. Nested loops, as the name says loops through inner rowsource and revisits some of its data as many times as the number of rows coming from the outer rowsource (with few special cases, as usual).

And there’s one more statistic in Snapper output which I do NOT see – execute count. This statistic shows how many times the session executed cursors (executed new ones or re-executed the same one). NB! Snapper only reports these V$SESSTAT statistics which changed during the snapshot – as execute count is not reported, it means that the execute count did not increase during the snapshot, thus the session still executed the same statement! (so for example we were not hard parsing and lots of different statements to “justify” this CPU usage, Snapper would have shown parse count (hard) going up if this session had done so).

So, using the above diagnosis, this is the place where I would take a serious look whether the NESTED LOOPS in the above execution plan are a right thing to do. I would check how many rows would actually match the bind variable values (more about that later) in the SQL statement predicates – NESTED LOOPS is not a good operation for joining large number of rows. More about SQL tuning very soon ;-)

To finish this blog entry, this is the sequence of troubleshooting which I usually use (if a user complains or “something” is slow):

  1. Identify the session(s) servicing the user/task with the problem
  2. Check wait interface for these sessions (sw.sql, ASH query) – this gives quick overview whether the session is 100% stuck waiting for something, 100% busy working and burning CPU or somewhere in between
  3. Run Snapper on the sessions to (very easily) see which V$SESSTAT counters have gone up (some counters such memory usage and open cursors current can go down too)
  4. If all this fails or doesn’t give enough evidence of the problem for whatever reason, then it’s time to take a screwdriver and open up Oracle from outside – using stack traces, truss, DTrace etc. We will be blogging about this ;-)

Note that Snapper is just an anonymous PL/SQL block and it doesn’t require any changes to the database!

Ok, back to James now!

New year, new blog template and other changes…

I started blogging over 2.5 years ago, so now it’s (finally) time to use a blog template which sucks less than my original one!

I spent quite a lot of time searching for the perfect template and oh, didn’t find any. All templates had some shortcomings and majority of the more advanced ones were geared towards people publishing news about their pets (or socks for that matter :)

I had been a (secret) admirer or Greg Rahn‘s blog template for a while and he agreed to share his config with me, so that saved me a few days setting up and tweaking the right template! Remind me to buy lots of beer to Greg if you see us in the same room together and (still) apparently being sober.

I will be tweaking my blog template further over the days and some day I may even replace the lame-looking header image in my blog.

Also, I will be making more changes about my blog. Many people have told me (and I agree) that the blog format is not the best for organizing “persistent” knowledge, knowledge bases and guides. The blog entries tend to “age out” over time and the structure of things gets lost.

So, I will be announcing a new website soon ( I mean very soon ) where I organize my tuning/troubleshooting guides, Oracle performance reference, scripts and some useful apps. So all of the practical and useful stuff will go there. Stay tuned…

What kind of stuff shall I leave into this blog? Here I will post any random ideas I have. Not just about Oracle, although Oracle related stuff will dominate this blog as long as I keep working with Oracle issues every day…

So, this blog will become more of a personal-type blog, where I’ll post cute pictures of dogs and cats (nah, just joking, I’ll post cute screenshots of statspack and AWR reports instead).

In this blog, there will be:

  1. More non-technical content
  2. The remaining technical content will be more hard-core, probably less useful, but likely more interesting for Oracle internals maniacs among us
  3. More opinions about IT (and (work) life in general)
  4. Due bullet number 3. there will inevitably be more coarse language (so if any of your under-eighteen kids tend to read my blog for some weird reason, then it’s time to block my site).

We’ll have a cool new year!