Re: [PATCH] Incremental sort (was: PoC: Partial sort)
James Coleman <jtc331@gmail.com>
On Mon, Jun 24, 2019 at 4:16 PM Tomas Vondra <tomas.vondra@2ndquadrant.com> wrote: > > On Mon, Jun 24, 2019 at 01:00:50PM -0400, James Coleman wrote: > >On Mon, Jun 24, 2019 at 12:56 PM Simon Riggs <simon@2ndquadrant.com> wrote: > >> > >> On Mon, 24 Jun 2019 at 16:10, James Coleman <jtc331@gmail.com> wrote: > >>> > >>> On Thu, Jun 13, 2019 at 11:38:12PM -0400, James Coleman wrote: ... > >>> As I see it the two most significant concerning cases right now are: > >>> 1. Very large batches (in particular where the batch is effectively > >>> all of the matching rows such that we're really just doing a standard > >>> sort). > >>> 2. Many very small batches. > >> > >> > >> What is the specific use case for this? This sounds quite general case. > > > >They are both general cases in some sense, but the concerns lie mostly > >with what happens when they're unexpectedly encountered. For example, > >if the expected row count or group size is off by a good bit and we > >effectively have to perform a sort of all (or most) possible rows. > > > >If we can get the performance to a point where that misestimated row > >count or group size doesn't much matter, then ISTM including the patch > >becomes a much more obvious total win. > > > > Yes, that seems like a reasonable approach. Essentially, we're trying to > construct plausible worst case examples, and then minimize the overhead > compared to regular sort. If we get sufficiently close, then it's fine > to rely on somewhat shaky stats - like group size estimates. I have a bit of a mystery in my performance testing. I've been setting up a table like so: create table foo(pk serial primary key, owner_fk integer, created_at timestamp); insert into foo(owner_fk, created_at) select fk_t.i, now() - (time_t.i::text || ' minutes')::interval from generate_series(1, 10000) time_t(i) cross join generate_series(1, 1000) fk_t(i); -- double up on one set to guarantee matching prefixes insert into foo (owner_fk, created_at) select owner_fk, created_at from foo where owner_fk = 23; create index idx_foo_on_owner_and_created_at on foo(owner_fk, created_at); analyze foo; and then I have the following query: select * from foo where owner_fk = 23 order by created_at desc, pk desc limit 20000; The idea here is to force a bit of a worst case for small groups: we have 10,000 batches (i.e., equal prefix groups) of 2 tuples each and then query with a limit matching the actual number of rows we know will match the query -- so even though there's a limit we're forcing a total sort (and also guaranteeing both plans have to touch the same number of rows). Note: I know that batches of size is actually the worst case, but I chose batches of two because I've also been testing a change that would skip the sort entirely for single tuple batches. On master (really the commit right before the current revision of the patch), I get: latency average = 14.271 ms tps = 70.075243 (excluding connections establishing) With the patch (and incremental sort enabled): latency average = 11.975 ms tps = 83.512090 (excluding connections establishing) With the patch (but incremental sort disabled): latency average = 11.884 ms tps = 84.149834 (excluding connections establishing) All of those are 60 seconds runs on pgbench with a single thread. So we have a very substantial speedup with patch *even if the new feature isn't enabled*. I've confirmed the plan looks the same on patched with incremental sort disabled and master. The only changes that would seem to really effect execution time would be the changes to tuplesort.c, but looking through them I don't see anything I'd expect to change things so dramatically. Any thoughts on this? James Coleman
Commits
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Further adjustments to Hashagg EXPLAIN ANALYZE output
- 40efbf8706cd 14.0 cited
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Rework EXPLAIN format for incremental sort
- 6a918c3ac8a6 13.0 landed
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Fix typos and improve incremental sort comments
- 1a40d37a9faf 13.0 landed
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Stabilize incremental_sort tests
- cea09246e578 13.0 landed
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Minor improvements in Incremental Sort explain
- d22782a5392f 13.0 landed
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Consider Incremental Sort paths at additional places
- ba3e76cc571e 13.0 landed
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Fix representation of SORT_TYPE_STILL_IN_PROGRESS.
- c7654f6a3779 13.0 landed
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Fix failures in incremental_sort due to number of workers
- 23ba3b5ee278 13.0 landed
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Fix show_incremental_sort_info with force_parallel_mode
- 7d6d82a52493 13.0 landed
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Implement Incremental Sort
- d2d8a229bc58 13.0 landed
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Fix handling of "Subplans Removed" field in EXPLAIN output.
- 7d91b604d9b5 13.0 cited
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Fix EXPLAIN (SETTINGS) to follow policy about when to print empty fields.
- 3ec20c7091e9 13.0 cited
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Ensure plpgsql result tuples have the right composite type marking.
- 5683b34956b4 13.0 cited
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Propagate sort instrumentation from workers back to leader.
- bf11e7ee2e36 11.0 cited
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Make new regression test case parallel-safe, and improve its output.
- 1177ab1dabf7 11.0 cited
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Push limit through subqueries to underlying sort, where possible.
- 1f6d515a67ec 11.0 cited
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Fix inappropriate printing of never-measured times in EXPLAIN.
- 4b234fd8bf21 9.6.0 cited
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Fix some infelicities in EXPLAIN output for parallel query plans.
- 8ebb69f85445 9.6.0 cited