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This is the second part of a series of blogpost on Oracle database PGA usage. See the first part here. The first part described SGA and PGA usage, their distinction (SGA being static, PGA being variable), the problem (no limitation for PGA allocations outside of sort, hash and bitmap memory), a resolution for Oracle 12 (PGA_AGGREGATE_LIMIT), and some specifics about that (it doesn’t look like a very hard limit).

But this leaves out Oracle version 11.2. In reality, the vast majority of the database that I deal with at the time of writing is at version 11.2, and my guess is that this is not just the databases I deal with, but a general tendency. This could change in the coming time with the desupport of Oracle 11.2, however I suspect the installed base of Oracle version 12 to increase gradually and smoothly instead of in a big bang.

With version 11.2 there’s no PGA_AGGREGATE_LIMIT. This simply means there is no official way to limit the PGA. Full stop. However, there is an undocumented event to limit PGA usage: event 10261. This means that if you want to use this in a production database, you should ask Oracle support to bless the usage of it. On the other hand, Oracle corporation made this event public in an official white paper: Exadata consolidation best practices.

Let’s test event 10261! I’ve got the same table (T2) setup, a description how to set this up, and the anonymous PL/SQL code to allocate PGA using a collection is in the first part. I am using a database version 11.2.0.4 with PSU 4 applied. The reason for choosing this version is that if you run a serious business on Oracle 11.2, THAT should be the version you should be running on!
(disclaimer: everything shown in this blogpost is purely for educational purposes. Do test everything thoroughly before applying this to a production system. Behaviour can or may be different in your specific situation)
The reason for this disclaimer: Bernhard (@bdcbuning_gridit) tweeted that he was warned that when setting it at the instance level, it could crash the instance. I am not sure if this means setting it at runtime, this event is always evaluated at the instance level.

Okay, let’s replicate more or less the test done to Oracle version 12.1.0.2 in the first part. In this database PGA_AGGREGATE_SIZE is set to 500M, now let’s try to set the event to 600M, which means we set the PGA limit to 600M:
This is setting the event on runtime:

SYS@v11204 AS SYSDBA> alter system set events = '10261 trace name context forever, level 600000';

System altered.

This is setting the event in the spfile (which means you need a restart of the instance to activate this event, or the above syntax to set it on runtime):

SYS@v11204 AS SYSDBA> alter system set event = '10261 trace name context forever, level 600000' scope=spfile;

System altered.

The level is the amount of memory to which the PGA must be limited, in kilobytes.

Now start the anonymous PL/SQL block to fill up the PGA with a collection, again set to 900M:

TS@v11204 > @pga_filler
declare
*
ERROR at line 1:
ORA-10260: limit size (600000) of the PGA heap set by event 10261 exceeded
ORA-06512: at line 20

That’s nice! There’s actually a meaningful, describing error message which explains why this PL/SQL block ended!

Let’s look at the actual PGA memory used, as reported by v$pgastat:

SYS@v11204 AS SYSDBA> select value/power(1024,2) from v$pgastat where name = 'maximum PGA allocated';

VALUE/POWER(1024,2)
-------------------
	 676.078125

This is different than setting PGA_AGGREGATE_LIMIT, however there’s still more memory allocated than set as the limit (600000KB), but lesser (676M in 11.2.0.4 versus 1041M in 12.1.0.2). The outside visibility of the limiting happening is different too: there is NO notice of a process hitting the PGA limit set in the alert.log file nor the process’ trace file(!). Another difference is even SYS is limited, a test with the procedure running as SYS gotten me the ORA-10260 too, PGA_AGGREGATE_LIMIT does not limit SYS.

Event 10261 has got the same description to at least as low as version 11.2.0.1. Here’s a test with with the event 10261 set at version 11.2.0.3 to 600M:

TS@v11203 > @pga_filler
declare
*
ERROR at line 1:
ORA-00600: internal error code, arguments: [723], [123552], [top uga heap], [], [], [], [], [], [], [], [], []
ORA-06512: at line 20

As has been detailed in the Oracle white paper, prior to version 11.2.0.4, an ORA-600 [723] is signalled when event 10261 is set, and more PGA memory is allocated as has been specified as limit. The amount of total allocated PGA is 677M, so roughly the same as with version 11.2.0.4.

Because this is a genuine ORA-600 (internal error, ‘OERI’), this gives messages in the alert.log file:

Tue Dec 16 10:40:09 2014
Errors in file /u01/app/oracle/diag/rdbms/v11203/v11203/trace/v11203_ora_8963.trc  (incident=9279):
ORA-00600: internal error code, arguments: [723], [123552], [top uga heap], [], [], [], [], [], [], [], [], []
Incident details in: /u01/app/oracle/diag/rdbms/v11203/v11203/incident/incdir_9279/v11203_ora_8963_i9279.trc
Use ADRCI or Support Workbench to package the incident.
See Note 411.1 at My Oracle Support for error and packaging details.

The process’ trace file in the trace directory only points to the incident file, no further details are available there.
The incident trace file contains a complete diagnostics dump.

The behaviour is identical with Oracle 11.2.0.2.

Summary
The limiting of the total amount of PGA memory used must be done using an undocumented event prior to Oracle version 12. The event is 10261. The event is made known in an official white paper. Still I would open a service request with Oracle to ask blessing for setting this. This does not mean this functionality is not needed, I would deem it highly important in almost any environment, even when running a single database: this setting, when done appropriately, protects your system from over allocating memory, which could mean entering the swapping death-spiral. The protection means a process gets an ORA message, and the PGA allocation aborted and deallocated.

With version 11.2.0.4 hitting the limit as set with event 10261 is not published, outside of the process getting the ORA-10260.

With versions prior to 11.2.0.4 (11.2.0.3 and 11.2.0.2 verified) processes do get an ORA-600 [723], which is also visible in the alert.log, and incidents are created accordingly.

When a limit has been set using event 10261, it still means more memory is allocated than set as limit (approximately 677M when 600M is set), but this is way less than with the PGA_AGGREGATE_LIMIT (1041M when 600M is set) in my specific situation. Test this in your own environment when you start using this.

Important addendum:
A very good comment to emphasise on the behaviour of using/setting event 10261 by Alexander Sidorov: this event sets a limit per process, not for the entire instance!! (tested with 11.2.0.4 and 11.2.0.3)

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This post is about memory management on the operating system level of an Oracle database. The first question that might pop in your head is: isn’t this a solved problem? The answer is: yes, if you use Oracle’s AMM (Automatic Memory Management) feature, which let’s you set a limit for the Oracle datababase’s two main memory area’s: SGA and PGA. But in my opinion any serious, real life, usage of an Oracle database on Linux will be (severely) constrained in performance because of the lack of huge pages with AMM, and I personally witnessed very strange behaviour and process deaths with the AMM feature and high demand for memory.

This means that I strongly advise customers to use Oracle’s ASMM (Automatic Shared Memory Management) feature. In the newer versions of 11.2 I found this to be working very well. Earlier versions like 10.2 could suffer from an ever growing shared pool (which also means an ever shrinking buffer cache), especially when bind variables weren’t used. This still could happen, but it seems the SGA memory management feature in 11.2 handles this well in most cases. The ASMM feature means a fixed memory area is allocated for the SGA. SGA allocation has always been fixed outside of the AMM feature, as far as I know.

When ASMM doesn’t work, meaning the memory areas are getting sized wrong and performance is influenced by that, the last option is to size the memory area’s yourself. However, since version 11.2.0.2 Oracle will resize when the memory manager thinks it’s feasible. See Kurt van Meerbeek’s article about that.

That leaves the PGA (Process Global Area) as a memory area on itself. Most databases are using the automatic PGA memory management, which is enabled once the PGA_AGGREGATE_TARGET parameter is set to a non zero value. A common misunderstanding is this setting is actually limiting the overall PGA usage of an instance. The truth is automatic PGA memory management will make attempts to adhere to the PGA_AGGREGATE_TARGET value. These are the actual words in the official Oracle documentation: ‘attempts to adhere’!

This means sort memory, hash memory and bitmap memory will be actively limited in size per process by automatic PGA memory management, any attempt to allocate more than automatic PGA memory management allows will result in moving some contents of these memory areas to the assigned temporary tablespace of the database user, to make room for new data.

However, there are more memory area’s allocatable per process, which are never swapped to disk, thus always will stay in memory, and these could not be limited in an officially supported way prior to Oracle version 12. Two structures which are allocated in PGA and never swapped to disk are PL/SQL collections and PL/SQL tables. Creating and filling these requires the usage of PL/SQL (hence their names); the reason for mentioning this is that if your database is not used by PL/SQL but only SQL, you almost certainly will not run into the problem I describe below.

You might be thinking: wait a minute! Does this mean a developer can just create such a structure, and allocate whatever he/she likes, with all the consequences that it can have, like the operating system starting to swap, and can do that for every single process? Yes, this is what this means. This is why Oracle introduced a parameter called PGA_AGGREGATE_LIMIT with Oracle 12, to effectively limit the overall PGA heap size.

In case you wonder what this means, or even doubting my words, I have written a little program to demonstrate this behaviour.

This is the source code to create my test table T2:

exec dbms_random.seed('abracadabra');
create table t2
as
with generator as (
    select      rownum      id
    from        dual
    connect by
                rownum <= 1000
)
select
    rownum                                                id,
    trunc((rownum-1)/50)                            clustered,
    mod(rownum,20000)                               scattered,
    trunc(dbms_random.value(0,20000))               randomized,
    trunc(sysdate) + dbms_random.value(-180, 180)   random_date,
    dbms_random.string('l',6)                       random_string,
    lpad(rownum,10,0)                               vc_small,
    rpad('x',100,'x')                               vc_padding
from
    generator   g1,
    generator   g2
where
    rownum <= 1000000
;
exec dbms_stats.gather_table_stats(null,'T2');

This is a very smart way to generate a table. I actually borrowed this from Jonathan Lewis.

Next up, I created a small anonymous PL/SQL block to take the contents from the T2 table, and store them in a collection until I hit the limit in the variable ‘grow_until’.

declare
	type sourcetab is table of t2%ROWTYPE;
	c_tmp		sourcetab;
	c_def		sourcetab	:= sourcetab();
	v_b_p		number		:= 0;
	v_c_p		number		:= 0;
	v_b_u		number		:= 0;
	v_c_u		number		:= 0;
	grow_until	number		:= 700000000;
	p_a_t		number;
begin
	select value into v_b_p from v$mystat m, v$statname n where m.statistic#=n.statistic# and name = 'session pga memory max';
	select value into v_b_u from v$mystat m, v$statname n where m.statistic#=n.statistic# and name = 'session uga memory max';
	select value into p_a_t from v$parameter where name = 'pga_aggregate_target';
	select * bulk collect into c_tmp from t2;
	while v_c_p < grow_until loop
		for c in c_tmp.first .. c_tmp.last loop
			c_def.extend(1);
			c_def(c_def.last) := c_tmp(c);
			select value into v_c_p from v$mystat m, v$statname n where m.statistic#=n.statistic# and name = 'session pga memory max';
			select value into v_c_u from v$mystat m, v$statname n where m.statistic#=n.statistic# and name = 'session uga memory max';
			if v_c_p >= grow_until then
				exit;
			end if;
		end loop;
	end loop;
	dbms_output.put_line('vbp : '||v_b_p);
	dbms_output.put_line('vcp : '||v_c_p);
	dbms_output.put_line('vbu : '||v_b_u);
	dbms_output.put_line('vcu : '||v_c_u);
	dbms_output.put_line('pat : '||p_a_t);
end;
/

Please mind the session needs to have create table, create session granted, enough quota in the default tablespace and select on v_$mystat, v_$parameter and v_$statname granted.

This is run on an Oracle 12.1.0.2 database:

TS@v12102 > @pga_filler
vbp : 3535368
vcp : 700051976
vbu : 1103192
vcu : 4755704
pat : 524288000

PL/SQL procedure successfully completed.

The begin sizes of the UGA (vbu) and PGA (vbp) are 1’103’192 and 3’535’368. The PGA_AGGREGATE_TARGET size is set to 524’288’000 (500MB). I did set the grow_until variable to 700’000’000 (roughly 700MB), which is more than PGA_AGGREGATE_TARGET. After running this, it’s easy to spot the values of vcu (UGA allocation) and vcp (PGA allocation). vcu grew to 4’755’704 during the run, however vcp grew to 700’051’976, a little more than 700MB! This shows that the collection is stored in the PGA, and that the collection grew beyond the value set with PGA_AGGREGATE_TARGET.

This behaviour is consistent in versions 12.1.0.1, 11.2.0.4, 11.2.0.3, 11.2.0.2 and 11.2.0.1.

Let me emphasise once again that the above proof of concept code managed to allocate more memory than was set for the overall PGA usage of the entire instance. This can have an enormous, devastating impact on a consolidated database setup (meaning having multiple instances running on a single machine). Typically, once memory consumption of all the processes exceeds physically available memory, the operating system tries to use the swap device, to which it will swap memory pages in and out depending on memory usage of active (=on CPU) processes. Mild swapping shows as severely slowed-down processing (because a number of memory pages for processing need to be read from the swap device and placed in memory, from which the former contents need to be written to the swap device), heavy swapping shows as the machine coming down to a standstill.

Please mind that a diagnosis on the state of memory usage (alias swapping), just by looking at the amount of used swap (as can be seen in the ‘top’ output, or ‘swapon -s’) could be misleading. It’s also important to look at actual swapping in and out, as can be seen with ‘vmstat 1’ (si/so columns) or swap -W. I’ve found several systems which had been running for some time (approximately longer than a month) that had swap usage, sometimes up to 40%, while no ‘active swapping’, so memory pages being transfered to and from the swap device, was happening.

Luckily, starting with Oracle 12 you can actually limit overall PGA usage using the parameter PGA_AGGREGATE_LIMIT. The default value is the greater of (list from Oracle documentation):
a) 2GB
b) 200% of PGA_AGGREGATE_TARGET parameter (or lower if 200% > (90% of physical memory – total SGA size) but not below 100%)
c) 3MB * PROCESSES parameter
The parameter can not set below it’s default value, except when set in a pfile or spfile.

Let’s set the PGA_AGGREGATE_LIMIT to 600MB and see what happens when we start doing a large allocation again:

SQL> alter system set pga_aggregate_limit=600m scope=spfile;

System altered.

SQL> startup force;

Okay, let’s run the pga_filler.sql script again, and try to allocate 900MB. This means the “grow_until” variable must be set to 900000000.
PLEASE MIND this is done as a regular user, the SYS user and background processes other than job queue processes are not subject to the limiting.

TS@v12102 > @pga_filler
declare
*
ERROR at line 1:
ORA-01423: error encountered while checking for extra rows in exact fetch
ORA-00039: error during periodic action
ORA-04036: PGA memory used by the instance exceeds PGA_AGGREGATE_LIMIT
ORA-06512: at line 21

Great! Exactly like we expect, right?
Well…yes, but let’s look at the alert.log

Sat Dec 13 15:08:57 2014
Errors in file /u01/app/oracle/diag/rdbms/v12102/v12102/trace/v12102_ora_4147.trc  (incident=46599):
ORA-04036: PGA memory used by the instance exceeds PGA_AGGREGATE_LIMIT
Incident details in: /u01/app/oracle/diag/rdbms/v12102/v12102/incident/incdir_46599/v12102_ora_4147_i46599.trc
Sat Dec 13 15:09:07 2014
Dumping diagnostic data in directory=[cdmp_20141213150907], requested by (instance=1, osid=4147), summary=[incident=46599].
Sat Dec 13 15:09:09 2014
Sweep [inc][46599]: completed
Sweep [inc2][46599]: completed

Okay, essentially, this tells us nothing interesting, except for the tracefile. Let’s look in/u01/app/oracle/diag/rdbms/v12102/v12102/trace/v12102_ora_4147.trc, being the tracefile as indicated in the above alert.log snippet:

*** 2014-12-13 15:08:57.351
Process may have gone over pga_aggregate_limit
Just allocated 65536 bytes
Dumping short stack in preparation for potential ORA-4036
----- Abridged Call Stack Trace -----
ksedsts()+244<-ksm_pga_limit_short_stack()+1016<-ksm_check_over_limit()+469<-ksmarfg()+574<-kghgex()+1376<-kghfnd()+361<-kghalo()+4422<-kghgex()+414<-kghfnd()+361<-kghalo()+4422<-kghgex()+414<-kghfnd()+361<-kghalo()+4422<-kghgex()+414<-kghalf()+1003<-klmalf()+103
<-kllcqas()+194<-kcblasm()+108<-kxhfNewBuffer()+607<-qerhjSplitBuild()+632
----- End of Abridged Call Stack Trace -----
=======================================
PRIVATE MEMORY SUMMARY FOR THIS PROCESS
---------------------------------------
******************************************************
PRIVATE HEAP SUMMARY DUMP
781 MB total:
   781 MB commented, 646 KB permanent
   208 KB free (0 KB in empty extents),
     779 MB,   2 heaps:   "koh-kghu call  "            57 KB free held
------------------------------------------------------
Summary of subheaps at depth 1
779 MB total:
   778 MB commented, 110 KB permanent
    63 KB free (0 KB in empty extents),
     667 MB, 42786 chunks:  "pmuccst: adt/record       "
      83 MB, 5333 chunks:  "pl/sql vc2                "

Actually, this is the end of the tracefile. It seems that the pga limit dump (the text in between “Process may have gone over pga_aggregate_limit” to the private memory summary heap dumps) occurs several times before an actual ORA-4036 is triggered. In my private test instance, where I am obviously the only user process doing something, I get a pga limit dump approximately 20 times before the ORA-4036 is actually triggered:

sending 4036 interrupt
Incident 46599 created, dump file: /u01/app/oracle/diag/rdbms/v12102/v12102/incident/incdir_46599/v12102_ora_4147_i46599.trc
ORA-04036: PGA memory used by the instance exceeds PGA_AGGREGATE_LIMIT

Did you actually spot the oddity here?

Remember the PGA_AGGREGATE_LIMIT was set to 600M. Now look at the process’ PGA/Private heap summary dump above: it says 781M. Please mind the 781M is the PGA heap of a SINGLE process! When looking at the total PGA allocated for the entire instance, it’s even more:

SYS@v12102 AS SYSDBA> select value/power(1024,2) "MB" from v$pgastat where name = 'maximum PGA allocated';

	MB
----------
1041.16699

So…despite PGA_AGGREGATE_LIMIT set to 600M, according to the v$pgastat view, there’s 1041MB allocated for PGA. Please mind I haven’t looked into how accurate v$pgastat is, but I tend to believe this.

Summary.
I’ve seen PGA_AGGREGATE_TARGET being used as a calculation value for actual PGA usage of an instance. This is simply wrong. The actual amount of PGA memory allocated by the instance is highly depended on what is done, and can be less than PGA_AGGREGATE_TARGET, or more. Automatic PGA can control three per process memory area’s: the sort, hash and bitmap memory area’s. These are sized based on the setting of PGA_AGGREGATE_TARGET and the actual PGA memory usage instance wide. If more memory is needed for sort, hash or bitmap memory than is made available by the memory manager, excess memory needed is allocated in the temporary tablespace. Any other PGA memory allocation is always done, regardless of the setting of PGA_AGGREGATE_TARGET.

Starting with Oracle 12, it seems the actual PGA allocation now can actually be limited with the new parameter PGA_AGGREGATE_LIMIT. However, during some simple testing it shows that actually more memory is allocated than set with PGA_AGGREGATE_LIMIT as limit. I haven’t tested it in more situations, this post is meant to grow awareness that the actual limit as set by PGA_AGGREGATE_LIMIT might not be that hard as you would expect.

Please mind, PGA_AGGREGATE_LIMIT seems to truly limit PGA usage instance wide, not limit the PGA heap per process, as event 10251 (PGA usage limiting way for Oracle 11.2) does. However, once again: PGA_AGGREGATE_LIMIT seems to try to be smart and actually does not limit at the exact size set, but beyond that.

The next post will introduce a way to limit PGA usage in Oracle 11.2. Stay tuned!

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