Re: Additional improvements to extended statistics
Tomas Vondra <tomas.vondra@enterprisedb.com>
From: Tomas Vondra <tomas.vondra@enterprisedb.com>
To: Dean Rasheed <dean.a.rasheed@gmail.com>
Cc: Tomas Vondra <tomas.vondra@2ndquadrant.com>,
Daniel Gustafsson <daniel@yesql.se>,
PostgreSQL Hackers <pgsql-hackers@postgresql.org>
Date: 2020-12-08T12:46:57Z
Lists: pgsql-hackers
On 12/7/20 5:15 PM, Dean Rasheed wrote: > On Wed, 2 Dec 2020 at 15:51, Dean Rasheed <dean.a.rasheed@gmail.com> wrote: >> >> The sort of queries I had in mind were things like this: >> >> WHERE (a = 1 AND b = 1) OR (a = 2 AND b = 2) >> >> However, the new code doesn't apply the extended stats directly using >> clauselist_selectivity_or() for this kind of query because there are >> no RestrictInfos for the nested AND clauses, so >> find_single_rel_for_clauses() (and similarly >> statext_is_compatible_clause()) regards those clauses as not >> compatible with extended stats. So what ends up happening is that >> extended stats are used only when we descend down to the two AND >> clauses, and their results are combined using the original "s1 + s2 - >> s1 * s2" formula. That actually works OK in this case, because there >> is no overlap between the two AND clauses, but it wouldn't work so >> well if there was. >> >> I'm pretty sure that can be fixed by teaching >> find_single_rel_for_clauses() and statext_is_compatible_clause() to >> handle BoolExpr clauses, looking for RestrictInfos underneath them, >> but I think that should be left for a follow-in patch. > > Attached is a patch doing that, which improves a couple of the > estimates for queries with AND clauses underneath OR clauses, as > expected. > > This also revealed a minor bug in the way that the estimates for > multiple statistics objects were combined while processing an OR > clause -- the estimates for the overlaps between clauses only apply > for the current statistics object, so we really have to combine the > estimates for each set of clauses for each statistics object as if > they were independent of one another. > > 0001 fixes the multiple-extended-stats issue for OR clauses, and 0002 > improves the estimates for sub-AND clauses underneath OR clauses. > Cool! Thanks for taking time to investigate and fixing those. Both patches seem fine to me. > These are both quite small patches, that hopefully won't interfere > with any of the other extended stats patches. > I haven't tried, but it should not interfere with it too much. regards -- Tomas Vondra EnterpriseDB: http://www.enterprisedb.com The Enterprise PostgreSQL Company
Commits
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Improve estimation of ANDs under ORs using extended statistics.
- 4f5760d4afa9 14.0 landed
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Improve estimation of OR clauses using multiple extended statistics.
- 88b0898fe35a 14.0 landed
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Improve estimation of OR clauses using extended statistics.
- 25a9e54d2db3 14.0 landed
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Prevent functional dependency estimates from exceeding column estimates.
- 87779aa47463 13.0 landed
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Fix wording of several extended stats comments
- 6f72dbc48bf8 13.0 landed
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Improve test coverage for multi-column MCV lists
- d8cfa82d51f8 13.0 landed
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Improve test coverage for functional dependencies
- f9696782c701 13.0 landed