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[78.102.97.226]) by smtp.gmail.com with ESMTPSA id r82sm3325044wme.31.2018.03.27.17.34.20 (version=TLS1_2 cipher=ECDHE-RSA-AES128-GCM-SHA256 bits=128/128); Tue, 27 Mar 2018 17:34:20 -0700 (PDT) Subject: Re: [HACKERS] PATCH: multivariate histograms and MCV lists From: Tomas Vondra To: Dean Rasheed Cc: Alvaro Herrera , Andres Freund , Thomas Munro , Mark Dilger , Adrien Nayrat , Pg Hackers References: <20180310171906.gd6vyz6hnou2n3h7@alvherre.pgsql> <850c3b6b-2641-496c-4efc-500c720f7260@2ndquadrant.com> <66ba9c45-3b07-e5b6-fd11-15e75f6ee8e1@2ndquadrant.com> <49348328-1a02-7e45-e50f-e1d4d0243c5c@2ndquadrant.com> <1aaa338a-fa70-1b92-988e-498eb996ce57@2ndquadrant.com> Message-ID: <681c6a78-2aef-769e-bd0f-290ac650e71d@2ndquadrant.com> Date: Wed, 28 Mar 2018 02:34:17 +0200 User-Agent: Mozilla/5.0 (X11; Linux x86_64; rv:52.0) Gecko/20100101 Thunderbird/52.4.0 MIME-Version: 1.0 In-Reply-To: <1aaa338a-fa70-1b92-988e-498eb996ce57@2ndquadrant.com> Content-Type: multipart/mixed; boundary="------------6183F3F74A47D6AE77AC49D3" Content-Language: en-US List-Id: List-Help: List-Subscribe: List-Post: List-Owner: List-Archive: Precedence: bulk This is a multi-part message in MIME format. --------------6183F3F74A47D6AE77AC49D3 Content-Type: text/plain; charset=utf-8 Content-Transfer-Encoding: 7bit On 03/27/2018 07:34 PM, Tomas Vondra wrote: > On 03/27/2018 07:03 PM, Dean Rasheed wrote: >> On 27 March 2018 at 14:58, Dean Rasheed wrote: >>> On 27 March 2018 at 01:36, Tomas Vondra wrote: >>>> 4) handling of NOT clauses in MCV lists (and in histograms) >>>> >>>> The query you posted does not fail anymore... >>>> >>> Ah, it turns out the previous query wasn't actually failing for the >>> reason I thought it was -- it was failing because it had a >>> ScalarArrayOpExpr that was being passed to >>> mcv_clauselist_selectivity() because of the wrong list being passed to >>> it. I could see from the code that a NOT clause would have tripped it >>> up, but most NOT clauses actually get rewritten by negate_clause() so >>> they end up not being NOT clauses. >>> >> >> Thinking about that some, I think that the only NOT clauses this needs >> to actually worry about are NOTs of boolean Vars. Anything else that >> this code supports will have been transformed into something other >> than a NOT before reaching this point. Thus it might be much simpler >> to handle that as a special case in statext_is_compatible_clause() and >> mcv_update_match_bitmap(), rather than trying to support general NOT >> clauses, and going through a recursive call to >> mcv_update_match_bitmap(), and then having to merge bitmaps. NOT of a >> boolean Var could then be treated just like var=false, setting the >> appropriate attribute match entry if it's found in the MCV list. This >> would allow clauses like (a=1 and NOT b) to be supported, which I >> don't think currently works, because fullmatch won't get set. >> > > Yes, I came to the same conclusion ;-) I'll send an updated patch later > today. > Attached is a patch fixing this. In the end I've decided to keep both branches - one handling boolean Vars and one for NOT clauses. I think you're right we can only see (NOT var) cases, but I'm not sure about that. For example, what if an operator does not have a negator? Then we can't transform NOT (a AND b) => (NOT a OR NOT b), I guess. So I kept this for now, and we can remove this later. I've added scalarneqsel, scalarlesel and scalargesel so that we recognize those cases correctly. This fixes surprising behavior where "obviously compatible" clauses like (a=1 AND b<1) became incompatible when NOT was used, because NOT (a=1 AND b<1) = (a!=1 OR b>=1) In my defense, the scalarlesel/scalargesel were introduced fairly recently, I think. I've also realized that the "fullmatch" flag is somewhat confused, because some places interpreted it as "there is equality on each attribute" but in fact it also required an actual MCV match. So when the value was rare (not in MCV), it was always false. There's a WIP part 0002, which should eventually be merged into 0001. It should properly detect the case when each column has an equality, simply by counting the top-level equality clauses (I'm not sure about the more complex cases yet). Another improvement done in this part is the ndistinct estimate. It simply extracts Vars (from the top--level equality clauses, because it's directly related to the fullmatch semantics), and uses that to compute average frequency of non-MCV items. The function is just a simplified version of the estimate_num_groups(), for this single-relation case. BTW an unsquashed tag with those fixes is here: https://github.com/tvondra/postgres/tree/mvstats-20180328 it may be more convenient to quickly check the differences than comparing the patches. regards -- Tomas Vondra http://www.2ndQuadrant.com PostgreSQL Development, 24x7 Support, Remote DBA, Training & Services --------------6183F3F74A47D6AE77AC49D3 Content-Type: application/gzip; name="0001-multivariate-MCV-lists-20180328.patch.gz" Content-Transfer-Encoding: base64 Content-Disposition: attachment; filename="0001-multivariate-MCV-lists-20180328.patch.gz" H4sICPLiuloAAzAwMDEtbXVsdGl2YXJpYXRlLU1DVi1saXN0cy0yMDE4MDMyOC5wYXRjaADU W/tT28iW/hn+it7U3okdy09sMAnhDgMmoTaBXOzMY1MpV1tqgyZ6eCQZ8Myd/32/c7r18gsy k92qpRJsSd2n+7y/c1qcR6EvZO9wctDqtA47rVa/5+zJfmv/YOrsqb7qdaWSdu+w01cTR7wP AzFUM9E+EK3WS/4nMKe9ew4yL8Uo9GUsfgwDJ5LiKKGr7zuB89tc4kaQNOzQP949k4nC0Nu5 Jdo98V5GoNDuE73O4cu9fVFrtVut3eF88quyk5fi04eT0elb0W7ufRb+3EvcOxm5ICHen/4o PDdO4t3der2+K5zQbsYR/t/4XtOWifTCm7hBV2L9z7/xv90StaWp03lgb5uWTj04WJk682QQ 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