Обсуждение: Getting an optimal plan on the first execution of a pl/pgsql function

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Getting an optimal plan on the first execution of a pl/pgsql function

От
Pedro França
Дата:
I have a really busy function that I need to optimize the best way I can. This function is just a nested select statement that is requested several times a sec by a legacy application. I'm running a PostgreSQL 9.4 on a CentOS 6;

The indexes are in place but I've noticed that it is only used after the first execution of the function. I think that the problem is that Postgres isn't getting the best execution plan at first because of a parameter that it is highly exclusive in the majority of the cases, but it can be not as good sometimes. We can't change the way we call the function to a plain sql statement or a view because we can't change the application code itself.

When I test with EXPLAIN ANALYZE after the first execution, the query runs really fast but the aplication sessions call the function only once and then are terminated. I need that the first execution use the actual optimized plan. 

We tried messing around with the connector driver that manage the connection pooling to issue a DISCARD TEMP instead of DISCARD ALL, so it could keep the cached plan of the sessions and the performance improved a lot, but I don't want to do that in a production environment.

I've tried to change the language to a sql function but it didn't help as the execution time didn't drop after the first execution. I've tried to add the "SET LOCAL join_collapse_limit = 1" too but it appears it doesn't work inside a function; Here is the function code:

CREATE OR REPLACE FUNCTION public.ap_keepalive_geteqpid_veiid(
    IN tcbserie bigint,
    IN protocolo integer)
  RETURNS TABLE(eqpid integer, veiid integer, tcbid integer, veiplaca character varying, veiproprietariocliid integer, tcbtppid integer, tcbversao character, veirpmparametro double precision, tcbconfiguracao bigint, tcbevtconfig integer, veibitsalertas integer, sluid integer, harid integer) AS
$BODY$
BEGIN

RETURN QUERY
SELECT teqp.eqpID, 
teqp.eqpveiID AS veiID, 
tcb.tcbID, 
tvei.veiPlaca, 
tvei.veiProprietariocliID, 
tcb.tcbtppID, 
tcb.tcbVersao,
tvei.veiRPMParametro, 
COALESCE(COALESCE(NULLIF(tcb.tcbConfiguracao, 0), tcc.clcConfiguracaoBitsVeic), 0) AS tcbConfiguracao,
COALESCE(tcb.tcbevtConfig, 0) AS tcbevtConfig,
COALESCE(tvei.veiBitsAlertas, 0) AS veiBitsAlertas,
COALESCE(tvei.veisluID, 0) AS sluID,
COALESCE(tcb.tcbharID, 0) AS harID
FROM TabComputadorBordo tcb
INNER JOIN TabEquipamento teqp ON teqp.eqptcbID = tcb.tcbID
INNER JOIN TabPacoteProduto tpp ON teqp.eqptppID = tpp.tppID
INNER JOIN TabVeiculos tvei ON teqp.eqpveiID = tvei.veiID
LEFT JOIN TabCliente tcli ON tcli.cliid = tvei.veiProprietariocliID
LEFT JOIN TabClienteConfig tcc ON tcc.clcCliID = tcli.cliID
WHERE   tcb.tcbserie = $1
AND teqp.eqpAtivo = 1
AND tpp.tppIDProtocolo = $2
AND tvei.veiBloqueioSinal = 0;

END
$BODY$
  LANGUAGE plpgsql VOLATILE
  COST 10000
  ROWS 1;

Execution plan in the first execution:

"Function Scan on ap_keepalive_geteqpid_veiid  (cost=0.25..0.26 rows=1 width=116) (actual time=3.268..3.268 rows=1 loops=1)"
"Planning time: 0.032 ms"
"Execution time: 3.288 ms"

Second execution:

"Function Scan on ap_keepalive_geteqpid_veiid  (cost=0.25..0.26 rows=1 width=116) (actual time=0.401..0.402 rows=1 loops=1)"
"Planning time: 0.058 ms"
"Execution time: 0.423 ms"

Thank you in advance,
Pedro Ivo

Re: Getting an optimal plan on the first execution of a pl/pgsql function

От
"David G. Johnston"
Дата:
On Mon, Dec 14, 2015 at 11:53 AM, Pedro França <pedro.franca@golsat.com.br> wrote:
I have a really busy function that I need to optimize the best way I can. This function is just a nested select statement that is requested several times a sec by a legacy application. I'm running a PostgreSQL 9.4 on a CentOS 6;

The indexes are in place but I've noticed that it is only used after the first execution of the function.

​How do you know this?​

I think that the problem is that Postgres isn't getting the best execution plan at first because of a parameter that it is highly exclusive in the majority of the cases, but it can be not as good sometimes. We can't change the way we call the function to a plain sql statement or a view because we can't change the application code itself.

When I test with EXPLAIN ANALYZE after the first execution, the query runs really fast but the aplication sessions call the function only once and then are terminated. I need that the first execution use the actual optimized plan. 

We tried messing around with the connector driver that manage the connection pooling to issue a DISCARD TEMP instead of DISCARD ALL, so it could keep the cached plan of the sessions and the performance improved a lot, but I don't want to do that in a production environment.

Given the constraints you've listed this seems like it might be your only avenue of improvement.​  Your problem that the performance improvement is seen due to caching effects.  If you throw away the cache you loose the improvement.


I've tried to change the language to a sql function but it didn't help as the execution time didn't drop after the first execution.

​Yes, this likely would make thing worse...depending upon how it is called.

I've tried to add the "SET LOCAL join_collapse_limit = 1" too but it appears it doesn't work inside a function;

​I wouldn't expect that parameter to have any effect in this scenario.

Here is the function code:

CREATE OR REPLACE FUNCTION public.ap_keepalive_geteqpid_veiid(
    IN tcbserie bigint,
    IN protocolo integer)
  RETURNS TABLE(eqpid integer, veiid integer, tcbid integer, veiplaca character varying, veiproprietariocliid integer, tcbtppid integer, tcbversao character, veirpmparametro double precision, tcbconfiguracao bigint, tcbevtconfig integer, veibitsalertas integer, sluid integer, harid integer) AS
$BODY$
BEGIN

RETURN QUERY
SELECT teqp.eqpID, 
teqp.eqpveiID AS veiID, 
tcb.tcbID, 
tvei.veiPlaca, 
tvei.veiProprietariocliID, 
tcb.tcbtppID, 
tcb.tcbVersao,
tvei.veiRPMParametro, 
COALESCE(COALESCE(NULLIF(tcb.tcbConfiguracao, 0), tcc.clcConfiguracaoBitsVeic), 0) AS tcbConfiguracao,
COALESCE(tcb.tcbevtConfig, 0) AS tcbevtConfig,
COALESCE(tvei.veiBitsAlertas, 0) AS veiBitsAlertas,
COALESCE(tvei.veisluID, 0) AS sluID,
COALESCE(tcb.tcbharID, 0) AS harID
FROM TabComputadorBordo tcb
INNER JOIN TabEquipamento teqp ON teqp.eqptcbID = tcb.tcbID
INNER JOIN TabPacoteProduto tpp ON teqp.eqptppID = tpp.tppID
INNER JOIN TabVeiculos tvei ON teqp.eqpveiID = tvei.veiID
LEFT JOIN TabCliente tcli ON tcli.cliid = tvei.veiProprietariocliID
LEFT JOIN TabClienteConfig tcc ON tcc.clcCliID = tcli.cliID
WHERE   tcb.tcbserie = $1
AND teqp.eqpAtivo = 1
AND tpp.tppIDProtocolo = $2
AND tvei.veiBloqueioSinal = 0;

END
$BODY$
  LANGUAGE plpgsql VOLATILE
  COST 10000
  ROWS 1;

Execution plan in the first execution:

​You likely could make this STABLE instead of VOLATILE; though that doesn't solve your problem.​


"Function Scan on ap_keepalive_geteqpid_veiid  (cost=0.25..0.26 rows=1 width=116) (actual time=3.268..3.268 rows=1 loops=1)"
"Planning time: 0.032 ms"
"Execution time: 3.288 ms"

Second execution:

"Function Scan on ap_keepalive_geteqpid_veiid  (cost=0.25..0.26 rows=1 width=116) (actual time=0.401..0.402 rows=1 loops=1)"
"Planning time: 0.058 ms"
"Execution time: 0.423 ms"


​I'm doubting the query inside of the function is the problem here...it is the function usage itself.  Calling a function has overhead in that the body of function needs to be processed.  This only has to happen once per session.  The first call of the function incurs this overhead while subsequent calls do not.

Pending others correcting me...I fairly certain regarding my conclusions though somewhat inexperienced in doing this kind of diagnostics.

David J.

Re: Getting an optimal plan on the first execution of a pl/pgsql function

От
Tom Lane
Дата:
"David G. Johnston" <david.g.johnston@gmail.com> writes:
> On Mon, Dec 14, 2015 at 11:53 AM, Pedro França <pedro.franca@golsat.com.br>
> wrote:
>> When I test with EXPLAIN ANALYZE after the first execution, the query runs
>> really fast but the aplication sessions call the function only once and
>> then are terminated. I need that the first execution use the actual
>> optimized plan.

> Your problem that the performance improvement is
> seen due to caching effects.  If you throw away the cache you loose the
> improvement.

Yeah.  And it's not only the function itself, it's catalog caches and a
bunch of other stuff.  Basically, you should expect that the first few
queries executed by any PG session are going to be slower than those
executed later.  If you can't fix your application to hold sessions open
for a reasonable amount of time, use a connection pooler to do it for you
(pgpooler for instance).

            regards, tom lane


Re: Getting an optimal plan on the first execution of a pl/pgsql function

От
Pedro França
Дата:
Thank you for the replies guys, The output of auto-explain pratically comfirms what you say (sorry there are some portuguese words in there). I will try pgpooler.

< 2015-12-14 18:10:02.314 BRST >LOG:  duration: 0.234 ms  plan:
Query Text: SELECT teqp.eqpID, 
teqp.eqpveiID AS veiID, 
tcb.tcbID, 
tvei.veiPlaca, 
tvei.veiProprietariocliID, 
tcb.tcbtppID, 
tcb.tcbVersao,
tvei.veiRPMParametro, 
COALESCE(COALESCE(NULLIF(tcb.tcbConfiguracao, 0), tcc.clcConfiguracaoBitsVeic), 0) AS tcbConfiguracao,
COALESCE(tcb.tcbevtConfig, 0) AS tcbevtConfig,
COALESCE(tvei.veiBitsAlertas, 0) AS veiBitsAlertas,
COALESCE(tvei.veisluID, 0) AS sluID,
COALESCE(tcb.tcbharID, 0) AS harID
FROM TabComputadorBordo tcb
INNER JOIN TabEquipamento teqp ON teqp.eqptcbID = tcb.tcbID
INNER JOIN TabPacoteProduto tpp ON teqp.eqptppID = tpp.tppID
INNER JOIN TabVeiculos tvei ON teqp.eqpveiID = tvei.veiID
LEFT JOIN TabCliente tcli ON tcli.cliid = tvei.veiProprietariocliID
LEFT JOIN TabClienteConfig tcc ON tcc.clcCliID = tcli.cliID
WHERE   tcb.tcbserie = $1
AND teqp.eqpAtivo = 1
AND tpp.tppIDProtocolo = $2
AND tvei.veiBloqueioSinal = 0
Nested Loop Left Join  (cost=1.29..18.65 rows=1 width=75) (actual time=0.226..0.230 rows=1 loops=1)
 Join Filter: (tcc.clccliid = tcli.cliid)
 Rows Removed by Join Filter: 3
 ->  Nested Loop Left Join  (cost=1.29..17.57 rows=1 width=75) (actual time=0.205..0.209 rows=1 loops=1)
       ->  Nested Loop  (cost=1.01..17.26 rows=1 width=71) (actual time=0.200..0.203 rows=1 loops=1)
             ->  Nested Loop  (cost=0.72..16.80 rows=1 width=43) (actual time=0.097..0.098 rows=1 loops=1)
                   ->  Nested Loop  (cost=0.58..16.63 rows=1 width=47) (actual time=0.079..0.080 rows=1 loops=1)
                         ->  Index Scan using ix_tabcomputadorbordo_tcbserie on tabcomputadorbordo tcb  (cost=0.29..8.31 rows=1 width=35) (actual time=0.046..0.046 rows=1 loops=1)
                               Index Cond: (tcbserie = $1)
                         ->  Index Scan using ix_tabequipamento_eqptcbid_eqpativo_eqptppid_eqpveiid on tabequipamento teqp  (cost=0.29..8.31 rows=1 width=16) (actual time=0.030..0.031 rows=1 loops=1)
                               Index Cond: ((eqptcbid = tcb.tcbid) AND (eqpativo = 1))
                   ->  Index Only Scan using ix_tabpacoteproduto_tppidprotocolo on tabpacoteproduto tpp  (cost=0.14..0.16 rows=1 width=4) (actual time=0.015..0.015 rows=1 loops=1)
                         Index Cond: ((tppidprotocolo = $2) AND (tppid = teqp.eqptppid))
                         Heap Fetches: 1
             ->  Index Scan using pk_tabveiculos on tabveiculos tvei  (cost=0.29..0.45 rows=1 width=32) (actual time=0.100..0.101 rows=1 loops=1)
                   Index Cond: (veiid = teqp.eqpveiid)
                   Filter: (veibloqueiosinal = 0)
       ->  Index Only Scan using pk_tabcliente on tabcliente tcli  (cost=0.28..0.30 rows=1 width=4) (actual time=0.004..0.005 rows=1 loops=1)
             Index Cond: (cliid = tvei.veiproprietariocliid)
             Heap Fetches: 1
 ->  Seq Scan on tabclienteconfig tcc  (cost=0.00..1.03 rows=3 width=8) (actual time=0.014..0.015 rows=3 loops=1)
< 2015-12-14 18:10:02.314 BRST >CONTEXTO:  função PL/pgSQL ap_keepalive_geteqpid_veiid(bigint,integer) linha 4 em RETURN QUERY
< 2015-12-14 18:10:02.314 BRST >LOG:  duration: 4.057 ms  plan:
Query Text: SELECT * FROM ap_keepalive_geteqpid_veiid (tcbSerie := 8259492, protocolo:= 422);