Thread: Order of columns in query is important?!
Hi, I hope this is the best place to report this or should I be on pgsql-general or pgsql-bugs? It seems that the order of columns in a query can make a difference in execution times. In my brief investigation, queries on table(a,b,c,d,e,f,g,h) of the form select * from table order by non-indexed-column limit 25; select a,b,c,d,e,f,g,h from table order by non-indexed-column limit 25; performed the same (approx 1.5 seconds on our customers table -- rows=514431 width=215), while the query select h,g,f,e,d,c,b,a from table order by non-indexed-column limit 25; was about 50% slower (approx 2.2 seconds on our customers table). I had expected these to perform the same -- to my mind column ordering in a query should be purely presentation -- as far as I'm concerned, the DBMS can retrieve the columns in a different order as long as it displays it in the order I've asked for them. Although, again, the order of columns in a resultset in a Java or Python is mostly irrelevant, though when displayed in psql I'd want the columns in the order I asked for them. Is there really something strange happening here? Or perfectly explainable and expected? Regards, Colin
PS I should have mentioned that it wasn't me that discovered this but "Evgeny" on dba.stackexchange He was reporting a much greater disparity in times. See http://dba.stackexchange.com/questions/102403/why-is-select-much-faster-than-selecting-all-columns-by-name Thanks, Colin
On 2015-05-25 PM 06:26, Colin 't Hart wrote: > > It seems that the order of columns in a query can make a difference in > execution times. > > In my brief investigation, queries on table(a,b,c,d,e,f,g,h) of the form > > select * from table order by non-indexed-column limit 25; > select a,b,c,d,e,f,g,h from table order by non-indexed-column limit 25; > > performed the same (approx 1.5 seconds on our customers table -- > rows=514431 width=215), while the query > > select h,g,f,e,d,c,b,a from table order by non-indexed-column limit 25; > > was about 50% slower (approx 2.2 seconds on our customers table). > > > I had expected these to perform the same -- to my mind column ordering > in a query should be purely presentation -- as far as I'm concerned, > the DBMS can retrieve the columns in a different order as long as it > displays it in the order I've asked for them. Although, again, the > order of columns in a resultset in a Java or Python is mostly > irrelevant, though when displayed in psql I'd want the columns in the > order I asked for them. > > > Is there really something strange happening here? Or perfectly > explainable and expected? > I think any difference may have to do with an extra projection step on top of the underlying scan when the target list does not match the tuple descriptor. When that happens there has to happen additional processing in Sort data initialization which converts the data back (from values[], nulls[] lists form) to a form that sorting code expects/understands. That means the specified order of columns in a query does matter which would have to match the defined order in order to avoid extra processing (that is only when specified columns *exactly* matches the tuple descriptor). Thanks, Amit
It has to do with the implementation of slot_getattr, which tries to do the deform on-demand lazily.
if you do select a,b,c, the execution would do slot_getattr(1) and deform a, and then slot_getattr(2) which reparse the tuple to deform b, and finally slot_getattr(3), which parse the tuple yet again to deform c.
Where as if you do select c, b, a, it would do slot_getattr(3) to deform c, and in the process deform a and b in one pass. Subsequent calls to slot_getattr 1 and 2 would find the attribute ready and available, and return it (without parsing the tuple again).
For Vitesse X, we mark all columns that were required in the query during JIT compile, and deform it in one shot. PG should be able to do the same.
-cktan
On Mon, May 25, 2015 at 2:26 AM, Colin 't Hart <colin@sharpheart.org> wrote:
Hi,
I hope this is the best place to report this or should I be on
pgsql-general or pgsql-bugs?
It seems that the order of columns in a query can make a difference in
execution times.
In my brief investigation, queries on table(a,b,c,d,e,f,g,h) of the form
select * from table order by non-indexed-column limit 25;
select a,b,c,d,e,f,g,h from table order by non-indexed-column limit 25;
performed the same (approx 1.5 seconds on our customers table --
rows=514431 width=215), while the query
select h,g,f,e,d,c,b,a from table order by non-indexed-column limit 25;
was about 50% slower (approx 2.2 seconds on our customers table).
I had expected these to perform the same -- to my mind column ordering
in a query should be purely presentation -- as far as I'm concerned,
the DBMS can retrieve the columns in a different order as long as it
displays it in the order I've asked for them. Although, again, the
order of columns in a resultset in a Java or Python is mostly
irrelevant, though when displayed in psql I'd want the columns in the
order I asked for them.
Is there really something strange happening here? Or perfectly
explainable and expected?
Regards,
Colin
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On 26/05/15 11:59, CK Tan wrote: > It has to do with the implementation of slot_getattr, which tries to do > the deform on-demand lazily. > > if you do select a,b,c, the execution would do slot_getattr(1) and > deform a, and then slot_getattr(2) which reparse the tuple to deform b, > and finally slot_getattr(3), which parse the tuple yet again to deform c. > > Where as if you do select c, b, a, it would do slot_getattr(3) to deform > c, and in the process deform a and b in one pass. Subsequent calls to > slot_getattr 1 and 2 would find the attribute ready and available, and > return it (without parsing the tuple again). > If this was the case, changing column order would lead to performance increase, not decrease as reported. My guess would be same as Amits, it's most likely the additional projection step. -- Petr Jelinek http://www.2ndQuadrant.com/ PostgreSQL Development, 24x7 Support, Training & Services
<div dir="ltr">You're right. I misread the problem description. </div><div class="gmail_extra"><br /><div class="gmail_quote">OnTue, May 26, 2015 at 3:13 AM, Petr Jelinek <span dir="ltr"><<a href="mailto:petr@2ndquadrant.com"target="_blank">petr@2ndquadrant.com</a>></span> wrote:<br /><blockquote class="gmail_quote"style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><span class="">On 26/05/15 11:59,CK Tan wrote:<br /><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex">It has to do with the implementation of slot_getattr, which tries to do<br /> the deform on-demandlazily.<br /><br /> if you do select a,b,c, the execution would do slot_getattr(1) and<br /> deform a, and thenslot_getattr(2) which reparse the tuple to deform b,<br /> and finally slot_getattr(3), which parse the tuple yet againto deform c.<br /><br /> Where as if you do select c, b, a, it would do slot_getattr(3) to deform<br /> c, and in theprocess deform a and b in one pass. Subsequent calls to<br /> slot_getattr 1 and 2 would find the attribute ready andavailable, and<br /> return it (without parsing the tuple again).<br /><br /></blockquote><br /></span> If this was thecase, changing column order would lead to performance increase, not decrease as reported.<br /><br /> My guess would besame as Amits, it's most likely the additional projection step.<span class="HOEnZb"><font color="#888888"><br /><br />-- <br /> Petr Jelinek <a href="http://www.2ndQuadrant.com/" target="_blank">http://www.2ndQuadrant.com/</a><br/> PostgreSQL Development, 24x7 Support, Training & Services<br /></font></span></blockquote></div><br/></div>
On 25 May 2015 at 11:48, Amit Langote <Langote_Amit_f8@lab.ntt.co.jp> wrote:
--
On 2015-05-25 PM 06:26, Colin 't Hart wrote:
That means the specified order of columns in a query does matter which would
have to match the defined order in order to avoid extra processing (that is
only when specified columns *exactly* matches the tuple descriptor).
...and it matters a lot in those cases because we are sorting all of the data scanned, not just 25 rows.
Simon Riggs http://www.2ndQuadrant.com/
PostgreSQL Development, 24x7 Support, Remote DBA, Training & Services
PostgreSQL Development, 24x7 Support, Remote DBA, Training & Services
CK Tan <cktan@vitessedata.com> writes: > For Vitesse X, we mark all columns that were required in the query during > JIT compile, and deform it in one shot. PG should be able to do the same. See ExecProject(). regards, tom lane