RE: speeding up planning with partitions
Imai, Yoshikazu <imai.yoshikazu@jp.fujitsu.com>
Hi, David
On Thu, Mar 14, 2019 at 9:04 AM, David Rowley wrote:
> On Thu, 14 Mar 2019 at 21:35, Imai, Yoshikazu
> <imai.yoshikazu@jp.fujitsu.com> wrote:
> > 0007:
> > * This changes some processes using "for loop" to using
> "while(bms_next_member())" which speeds up processing when we scan few
> partitions in one statement, but when we scan a lot of partitions in one
> statement, its performance will likely degraded. I measured the
> performance of both cases.
> > I executed select statement to the table which has 4096 partitions.
> >
> > [scanning 1 partition]
> > Without 0007 : 3,450 TPS
> > With 0007 : 3,723 TPS
> >
> > [scanning 4096 partitions]
> > Without 0007 : 10.8 TPS
> > With 0007 : 10.5 TPS
> >
> > In the above result, performance degrades 3% in case of scanning 4096
> partitions compared before and after applying 0007 patch. I think when
> scanning a lot of tables, executor time would be also longer, so the
> increasement of planner time would be relatively smaller than it. So we
> might not have to care this performance degradation.
>
> I think it's better to focus on the fewer partitions case due to the fact
> that execution initialisation time and actual execution are likely to
> take much longer when more partitions are scanned. I did some work on
> run-time pruning to tune it for this case. Tom did make a similar argument
> in [1] and I explained my reasoning in [2].
Thanks for quoting these threads.
Actually, I recalled this argument, so I tested this just to make sure.
> bms_next_member has gotten a good performance boost since then and the
> cases are not exactly the same since the old version the loop in run-time
> pruning checked bms_is_member(), but the fact is, we did end up tuning
> for the few partitions case in the end.
Wow, I didn't know that.
> However, it would be good to see the performance results for
> plan+execution time of say a table with 4k parts looking up a single
> indexed value. You could have two columns, one that's the partition key
> which allows the pruning to take place, and one that's not and results
> in scanning all partitions. I'll be surprised if you even notice the
> difference between with and without 0007 with the latter case.
So I tested for checking the performance for plan+execution time.
[set up table and indexes]
create table rt (a int, b int) partition by range (a);
\o /dev/null
select 'create table rt' || x::text || ' partition of rt for values from (' ||
(x)::text || ') to (' || (x+1)::text || ');' from generate_series(1, 4096) x;
\gexec
\o
create index b_idx on rt (b);
insert into rt select a, b from generate_series(1, 4096) a, generate_series(1, 1000) b;
[select_indexed_values.sql]
\set b random(1, 1000)
select count(*) from rt where b = :b;
[pgbench]
pgbench -n -f select_indexed_values.sql -T 60 postgres
[results]
Without 0007: 3.18 TPS (3.25, 3.13, 3.15)
With 0007: 3.21 TPS (3.21, 3.23, 3.18)
From the results, we didn't see the performance degradation in this case. Actually, the performance increased 1% before and after applying 0007, but it would be just an measurement error.
So, generally, we can think the performance difference of bms_next_member and for loop can be absorbed by other processing(execution initialisation and actual execution) when scanning many partitions.
--
Yoshikazu Imai
Commits
-
Clean up handling of constraint_exclusion and enable_partition_pruning.
- e03ff739695c 12.0 landed
- 11ea45ffec9a 11.3 landed
-
Add test case exercising formerly-unreached code in inheritance_planner.
- 8fba397f0ca7 12.0 landed
-
Speed up planning when partitions can be pruned at plan time.
- 428b260f87e8 12.0 landed
-
Avoid crash in partitionwise join planning under GEQO.
- 7ad6498fd5a6 12.0 landed
- d70c147fa217 11.3 landed
-
Avoid passing query tlist around separately from root->processed_tlist.
- 333ed246c6f3 12.0 landed
-
Build "other rels" of appendrel baserels in a separate step.
- 53bcf5e3dbea 12.0 landed
-
Get rid of duplicate child RTE for a partitioned table.
- e8d5dd6be79e 12.0 landed
-
Rearrange make_partitionedrel_pruneinfo to avoid work when we can't prune.
- 734308a22072 12.0 landed
-
Don't copy PartitionBoundInfo in set_relation_partition_info.
- c8151e642368 12.0 landed
-
Move building of child base quals out into a new function
- 80579f9bb171 12.0 landed
-
Reorganize planner code moved in b60c39759908
- d723f56872a9 12.0 landed
-
Move inheritance expansion code into its own file
- b60c39759908 12.0 landed
-
Fix inherited UPDATE/DELETE with UNION ALL subqueries.
- c03ad5602f52 9.4.0 cited
-
Rearrange planner to save the whole PlannerInfo (subroot) for a subquery.
- b3aaf9081a1a 9.2.0 cited